Positive reactions to pairs of allergens associated with polysensitization: analysis of IVDK data with machine-learning techniques.
Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander University of Erlangen/Nürnberg, 91054, Erlangen, Germany.
Werner
W
Adler
Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander University of Erlangen/Nürnberg, 91054, Erlangen, Germany.
Olaf
O
Gefeller
Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander University of Erlangen/Nürnberg, 91054, Erlangen, Germany.
Wolfgang
http://orcid.org/0000-0002-4498-3710
W
Uter
D000328:Adult; D000368:Aged; D000447:Aldehydes / Q000009:adverse effects; D000485:Allergens / Q000009:adverse effects*; D052160:Benzothiazoles / Q000009:adverse effects; D056808:Biostatistics; D053138:Cyclohexenes / Q000009:adverse effects; D017449:Dermatitis, Allergic Contact / Q000209:etiology*; D005026:Ethylene Glycols / Q000009:adverse effects; D005148:Facial Dermatoses / Q000209:etiology; D005260:Female; D005533:Foot Dermatoses / Q000209:etiology; D006229:Hand Dermatoses / Q000209:etiology; D006257:Head; D006801:Humans; D007868:Leg Dermatoses / Q000209:etiology; D000069550:Machine Learning; D008297:Male; D008875:Middle Aged; D009570:Nitriles / Q000009:adverse effects; D010328:Patch Tests; D010476:Perfume / Q000009:adverse effects; D013438:Sulfhydryl Compounds / Q000009:adverse effects; D060726:Torso
D000447:Aldehydes; D000485:Allergens; D052160:Benzothiazoles; D053138:Cyclohexenes; D005026:Ethylene Glycols; D009570:Nitriles; D010476:Perfume; D013438:Sulfhydryl Compounds; C005563:captax; C005398:phenoxyethanol; C092244:hydroxyisohexyl 3-cyclohexene carboxaldehyde; C039411:1,2-dibromo-2,4-dicyanobutane
contact allergy; epidemiology; machine-learning; polysensitization