title: F430

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F429

status: Public on Mar 12 2018

type: SRA

city: Lund

first: Lao

middle: H

last: Saal

address: Scheelevägen 2, MV404B2

department: Department of Oncology and Pathology

country: Sweden

institute: Lund University

description:
ER/PgR/HER2/Ki67: 0 negative/normal/low, 1 positive/amplified/high
processed data file:
gene_expression_3273_samples_and_136_replicates_transformed.csv
transcript_expression_3273_samples_and_136_replicates.csv

library_source: transcriptomic

data_processing:
Base-calling using manufacturer's on-instrument software.
Demultiplexing was done with Picard versions 1.120 or 1.128. IlluminaBasecallsToFastq parameters used were ADAPTERS_TO_CHECK=INDEXED, ADAPTERS_TO_CHECK=PAIRED_END, INCLUDE_NON_PF_READS=false
Filtering to remove reads that align (using Bowtie 2 with default parameters except -k 1 --phred33 --local) to ribosomal RNA/DNA (GenBank loci NR_023363.1, NR_003285.2, NR_003286.2, NR_003287.2, X12811.1, U13369.1), phiX174 Illumina control (NC_001422.1), and sequences contained in the UCSC RepeatMasker track (downloaded March 14, 2011).
Fragment size distribution (mean and width) for the alignment step was estimated for each sample using bowtie2 2.2.3 and 2.2.5. Parameter set during estimation were -fr, -k 1, --phred33, --local, and -u 100000, using human genome assembly GRCh38.
Remaining reads were aligned using TopHat2 2.0.12 or 2.0.13 (default parameters except for --mate-inner-dist X (estimated in previous step), --mate-std-dev Y (estimated in previous step), --library-type fr-firststrand, --no-coverage-search, --max-insertion-length 20, --max-deletion-length 20, --read-gap-length 20, --read-edit-dist 22) to the human genome reference GRCh38 together with 104,133 transcript annotations from the UCSC knownGenes table (downloaded September 22, 2014).
Gene expression data in FPKM were generated using cufflinks 2.2.1 (default parameters except –GTF, --frag-bias-correct GRCh38.fa, --multi-read-correct, --library-type fr-firststrand, --total-hits-norm, --max-bundle-frags 10000000). The resulting data was was post-processed by collapsing on 30,865 unique gene symbols (sum of FPKM values of each matching transcript), adding to each expression measurement 0.1 FPKM, and performing a log2 transformation.
PAM50 subtyping was performed using an implementation of the Parker method (Parker et al., J.Clin Oncol 2009). In short, to avoid context dependency when assigning PAM50 subtype by nearest-centroid, a fixed reference was selected to match the original cohort used by Parker et al. with respect to available clinical characteristics. Before subtyping tumors in this study, gene expression of the PAM50 genes for each tumor was centered to the reference set separately using custom R scripts.
Single-gene classifiers (SGCs) and multi-gene classifiers (MGCs) were trained for ER, PgR, HER2, Ki67 (SGC and MGC) and NHG (MGC only) on the expression of the single underlying gene (ESR1, PGR, ERBB2 or MKI67) or multiple genes (5000 most varying genes across all samples) of a 405 sample cohort using consensus pathology scores as labels. Classifier training was performed by selecting expression thresholds that maximize prediction concordance to the consensus scores (SGCs) and nearest shrunken centroids using the pamr R package (MGCs). The classifiers were used to predict the biomarker status in a validation cohort of 3273 samples from patients enrolled in the SCAN-B study.
Genome_build: Human genome reference GRCh38/hg38.
Supplementary_files_format_and_content: Gene expression in FPKM in CSV format.

molecule: polyA RNA

organism: Homo sapiens

source_name: Primary breast tumor

extract_protocol:
QIAGEN AllPrep
Poly(A) mRNA is isolated from the total RNA in up to 96-well microtiter plate format by two rounds of purification with Dynabeads Oligo (dT)25 (Invitrogen) using a KingFisher Flex magnetic particle processor (ThermoScientific). Zinc-mediated fragmentation (Ambion) is performed and the fragmented mRNA retrieved using column purification (Zymo-Spin I-96 plates; Zymo). The sequencing library generation protocol is a modification of the dUTP method, which importantly retains the directionality (stranded-ness) of the sequenced RNA molecules. First strand cDNA synthesis is performed using random hexamers and standard dNTP mix followed by cleanup using Sephadex gel filtration (Illustra AutoScreen-96A plates; GE Healthcare), and second strand cDNA synthesis is performed using dUTP in place of dTTP in the dNTP-mix and cleanup using Zymo-Spin I-96 plates. The cDNA is end-repaired and A-tailed, and diluted TruSeq adapters with barcodes are ligated using a modified protocol (Illumina). Adapter-ligated cDNA is then size-selected to remove short oligonucleotides using carboxylic acid (CA) paramagnetic beads (Invitrogen) and polyethylene glycol (PEG), similar to the previously described methods, and automated on the KingFisher Flex. The second cDNA strand is digested using uracil-DNA glycosylase and the product is enriched by 12 PCR cycles (Illumina). The PCR product undergoes two cycles of size selection using CA-beads and varying concentrations of PEG, first to exclude DNA fragments >700 bp and then to exclude fragments <200 bp. Quality control is performed on control libraries using Qubit fluorometric measurement (Life Technologies) and Caliper LabChip XT microcapillary gel electrophoresis. Typically, 10-24 barcoded libraries are included in a pool and each pool is sequenced in at least one lane across dual flowcells. Paired-end sequencing of 50 bp read-length is performed on an Illumina HiSeq 2000 or NextSeq 500 instrument.

tag: scan-b external id

tag: instrument model

value: HiSeq 2000

tag: lymph node group

tag: lymph node status

value: NodePositive

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

value: LumA

tag: overall survival days


title: F432

tag: age at diagnosis

tag: tumor size

value: NodeNegative

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

value: Basal

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F433

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg

value: LumB


title: F425

tag: age at diagnosis

tag: tumor size

value: SubMicroMet

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F428

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F424

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F423

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

value: Normal

tag: overall survival days


title: F427

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F420

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F426

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F419

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F414

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F422

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F416

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F421

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F417

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F415

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F439

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F412

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F411

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F413

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F418

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F407

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F408

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F410

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F435

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F409

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F403

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F402

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F405

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F406

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F404

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F401

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F400

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F397

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F399

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F394

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F395

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F391

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F393

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F398

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F392

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F390

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F396

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F386

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F388

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F389

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F385

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F383

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F384

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F387

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F382

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F376

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F378

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F377

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F375

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F374

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F367

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F370

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F369

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F368

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F366

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F364

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F365

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F362

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F351

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F373

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F349

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F372

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F357

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F356

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F353

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F345

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F352

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F344

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F343

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F347

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F348

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F350

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F334

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F358

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F333

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F339

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F335

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F330

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F340

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F336

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F331

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F324

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F342

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

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title: F323

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tag: her2 prediction sgc

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tag: overall survival days


title: F325

tag: age at diagnosis

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tag: pgr prediction mgc

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

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title: F321

tag: scan-b external id

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F338

tag: age at diagnosis

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tag: nhg prediction mgc

tag: er prediction sgc

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title: F329

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tag: overall survival event

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title: F327

tag: age at diagnosis

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F346

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tag: pam50 subtype

tag: overall survival days


title: F322

tag: age at diagnosis

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tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

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title: F315

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tag: lymph node status

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tag: her2 status

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title: F311

tag: age at diagnosis

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title: F320

tag: scan-b external id

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tag: overall survival event

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title: F318

tag: age at diagnosis

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tag: lymph node status

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tag: ki67 status

tag: nhg


title: F310

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title: F308

tag: age at diagnosis

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tag: pgr prediction mgc

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

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title: F319

tag: scan-b external id

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tag: lymph node status

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tag: her2 status

tag: ki67 status

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title: F317

tag: age at diagnosis

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tag: nhg prediction mgc

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title: F305

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tag: overall survival event

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title: F302

tag: age at diagnosis

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F312

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title: F313

tag: age at diagnosis

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

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title: F328

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title: F303

tag: age at diagnosis

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title: F307

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title: F304

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F299

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title: F297

tag: age at diagnosis

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tag: pgr prediction mgc

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tag: overall survival event

tag: endocrine treated

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title: F300

tag: scan-b external id

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tag: her2 status

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title: F298

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tag: pam50 subtype

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title: F316

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tag: overall survival event

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title: F291

tag: age at diagnosis

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tag: ki67 status

tag: nhg


title: F292

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title: F296

tag: age at diagnosis

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tag: overall survival event

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title: F288

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title: F289

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tag: pam50 subtype

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title: F295

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tag: overall survival event

tag: endocrine treated

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title: F285

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F309

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title: F286

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F290

tag: scan-b external id

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tag: her2 status

tag: ki67 status

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title: F281

tag: age at diagnosis

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tag: pam50 subtype

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title: F283

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tag: overall survival event

tag: endocrine treated

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title: F301

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F279

tag: scan-b external id

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tag: nhg prediction mgc

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tag: pam50 subtype

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title: F282

tag: age at diagnosis

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F278

tag: scan-b external id

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tag: lymph node status

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tag: her2 status

tag: ki67 status

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title: F280

tag: age at diagnosis

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tag: nhg prediction mgc

tag: er prediction sgc

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tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

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title: F277

tag: scan-b external id

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tag: overall survival event

tag: endocrine treated

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title: F294

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F274

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tag: pam50 subtype

tag: overall survival days


title: F268

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F275

tag: scan-b external id

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tag: her2 status

tag: ki67 status

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title: F276

tag: age at diagnosis

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tag: ki67 prediction sgc

tag: pam50 subtype

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title: F272

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tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F270

tag: age at diagnosis

tag: tumor size

tag: lymph node group

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tag: her2 status

tag: ki67 status

tag: nhg


title: F273

tag: scan-b external id

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tag: nhg prediction mgc

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tag: ki67 prediction sgc

tag: pam50 subtype

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title: F266

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F262

tag: scan-b external id

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tag: her2 status

tag: ki67 status

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title: F264

tag: age at diagnosis

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tag: nhg prediction mgc

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tag: pam50 subtype

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title: F260

tag: scan-b external id

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tag: overall survival event

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title: F257

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F253

tag: scan-b external id

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tag: nhg prediction mgc

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tag: pam50 subtype

tag: overall survival days


title: F256

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F261

tag: scan-b external id

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title: F252

tag: age at diagnosis

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title: F248

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tag: overall survival event

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title: F244

tag: age at diagnosis

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tag: ki67 status

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title: F249

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tag: nhg prediction mgc

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title: F245

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F251

tag: scan-b external id

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title: F243

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title: F241

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title: F250

tag: age at diagnosis

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title: F235

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title: F232

tag: age at diagnosis

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title: F233

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title: F240

tag: age at diagnosis

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tag: pam50 subtype

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title: F254

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title: F234

tag: age at diagnosis

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title: F259

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title: F231

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title: F230

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title: F258

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title: F238

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tag: overall survival event

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title: F226

tag: age at diagnosis

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title: F225

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title: F217

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title: F236

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title: F255

tag: age at diagnosis

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title: F215

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title: F214

tag: age at diagnosis

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title: F237

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title: F223

tag: age at diagnosis

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title: F208

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title: F224

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title: F205

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title: F204

tag: age at diagnosis

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title: F218

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title: F210

tag: age at diagnosis

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title: F216

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title: F209

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title: F199

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title: F206

tag: age at diagnosis

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title: F222

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title: F200

tag: age at diagnosis

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title: F207

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title: F198

tag: age at diagnosis

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title: F220

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title: F202

tag: age at diagnosis

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title: F228

tag: scan-b external id

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title: F293

tag: age at diagnosis

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title: F194

tag: scan-b external id

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title: F197

tag: age at diagnosis

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tag: er prediction sgc

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tag: her2 prediction sgc

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tag: pam50 subtype

tag: overall survival days


title: F213

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tag: pgr prediction mgc

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F212

tag: age at diagnosis

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tag: lymph node group

tag: lymph node status

tag: er status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F203

tag: scan-b external id

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tag: ki67 prediction sgc

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title: F193

tag: age at diagnosis

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tag: pgr prediction mgc

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tag: ki67 prediction mgc

tag: overall survival event

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title: F189

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tag: lymph node status

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tag: her2 status

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title: F183

tag: age at diagnosis

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title: F201

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title: F188

tag: age at diagnosis

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F221

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title: F182

tag: age at diagnosis

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tag: pgr prediction mgc

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tag: overall survival event

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title: F186

tag: scan-b external id

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title: F179

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title: F176

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tag: overall survival event

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title: F174

tag: age at diagnosis

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F170

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title: F172

tag: age at diagnosis

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tag: overall survival event

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title: F168

tag: scan-b external id

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tag: her2 status

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title: F181

tag: age at diagnosis

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tag: nhg prediction mgc

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title: F166

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title: F187

tag: age at diagnosis

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tag: lymph node status

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tag: her2 status

tag: ki67 status

tag: nhg


title: F175

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tag: pam50 subtype

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title: F180

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F184

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tag: her2 status

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title: F160

tag: age at diagnosis

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tag: nhg prediction mgc

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tag: pam50 subtype

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title: F162

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tag: overall survival event

tag: endocrine treated

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title: F192

tag: age at diagnosis

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tag: ki67 status

tag: nhg


title: F191

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title: F178

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F167

tag: scan-b external id

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tag: her2 status

tag: ki67 status

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title: F159

tag: age at diagnosis

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tag: nhg prediction mgc

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tag: pam50 subtype

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title: F164

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tag: overall survival event

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title: F195

tag: age at diagnosis

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tag: nhg


title: F190

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title: F157

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F171

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title: F158

tag: age at diagnosis

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tag: nhg prediction mgc

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tag: pam50 subtype

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title: F163

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title: F196

tag: age at diagnosis

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tag: ki67 status

tag: nhg


title: F173

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tag: nhg prediction mgc

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tag: pam50 subtype

tag: overall survival days


title: F148

tag: age at diagnosis

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tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F177

tag: scan-b external id

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tag: her2 status

tag: ki67 status

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title: F145

tag: age at diagnosis

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tag: nhg prediction mgc

tag: er prediction sgc

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tag: ki67 prediction sgc

tag: pam50 subtype

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title: F138

tag: scan-b external id

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tag: overall survival event

tag: endocrine treated

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title: F135

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F139

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tag: nhg prediction mgc

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title: F169

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F153

tag: scan-b external id

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tag: her2 status

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title: F132

tag: age at diagnosis

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title: F151

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tag: overall survival event

tag: endocrine treated

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title: F150

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F147

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tag: nhg prediction mgc

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title: F284

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F143

tag: scan-b external id

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title: F129

tag: age at diagnosis

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title: F137

tag: scan-b external id

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tag: overall survival event

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title: F144

tag: age at diagnosis

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tag: her2 status

tag: ki67 status

tag: nhg


title: F155

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tag: nhg prediction mgc

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title: F149

tag: age at diagnosis

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tag: overall survival event

tag: endocrine treated

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title: F141

tag: scan-b external id

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title: F136

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title: F152

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tag: overall survival event

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title: F154

tag: age at diagnosis

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tag: ki67 status

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title: F156

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title: F161

tag: age at diagnosis

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title: F165

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title: F134

tag: age at diagnosis

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title: F146

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tag: overall survival event

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title: F128

tag: age at diagnosis

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title: F126

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title: F133

tag: age at diagnosis

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title: F124

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title: F123

tag: age at diagnosis

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title: F131

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title: F130

tag: age at diagnosis

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title: F127

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title: F122

tag: age at diagnosis

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title: F121

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title: F110

tag: age at diagnosis

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title: F115

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title: F117

tag: age at diagnosis

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title: F113

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title: F111

tag: age at diagnosis

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tag: overall survival event

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title: F105

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title: F125

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title: F103

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title: F108

tag: age at diagnosis

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tag: ki67 status

tag: nhg


title: F112

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tag: nhg prediction mgc

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title: F119

tag: age at diagnosis

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title: F116

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title: F106

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title: F120

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title: F104

tag: age at diagnosis

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title: F114

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title: F107

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title: F109

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title: F102

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title: F101

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title: F97

tag: age at diagnosis

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title: F100

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title: F99

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title: F118

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title: F98

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title: F96

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title: F95

tag: age at diagnosis

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title: F94

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title: F93

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title: F92

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title: F140

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title: F91

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title: F89

tag: age at diagnosis

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title: F88

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title: F85

tag: age at diagnosis

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tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F90

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F82

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F81

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F79

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F75

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F86

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F74

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F83

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F77

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F78

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F73

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F76

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F84

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F72

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F71

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F70

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F69

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F68

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F67

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F65

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F66

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F63

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F87

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F64

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F62

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F80

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F61

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F60

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F56

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F59

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F57

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F58

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F52

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F55

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F53

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F54

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F47

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F46

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F49

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F51

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F48

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F43

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F50

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F42

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F45

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F44

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F41

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F39

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F38

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F37

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F34

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F35

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F36

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F33

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F31

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F32

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F30

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F25

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F26

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F16

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F23

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F24

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F27

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F17

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F21

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F22

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F18

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F10

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F14

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F12

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F13

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F6

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F11

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F3

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F4

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F2

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1341

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F28

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F19

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F20

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1340

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F15

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1333

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1339

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F9

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1331

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F5

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1332

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1326

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1328

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1338

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1325

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1320

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1329

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1330

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1323

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1319

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1318

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1315

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F40

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1314

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1327

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1317

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1334

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1312

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1307

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1316

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1321

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1306

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1322

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1324

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1303

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1311

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1300

tag: scan-b external id

tag: instrument model

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1299

tag: age at diagnosis

tag: tumor size

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1298

tag: scan-b external id

tag: instrument model

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated


title: F1304

tag: age at diagnosis

tag: tumor size

tag: lymph node group

tag: lymph node status

tag: er status

tag: pgr status

tag: her2 status

tag: ki67 status

tag: nhg


title: F1308

tag: scan-b external id

tag: instrument model

tag: nhg prediction mgc

tag: er prediction sgc

tag: pgr prediction sgc

tag: her2 prediction sgc

tag: ki67 prediction sgc

tag: pam50 subtype

tag: overall survival days


title: F1310

tag: age at diagnosis

tag: tumor size

tag: er prediction mgc

tag: pgr prediction mgc

tag: her2 prediction mgc

tag: ki67 prediction mgc

tag: overall survival event

tag: endocrine treated

tag: chemo treated