title: [Intelligent distributed system of population cancer screening].
abstract: This review summarizes data dedicated to improving the efficiency of screening of malignant tumors through the use of modern information and telecommunication technologies. It is showed that currently available software solutions in the field of medical imaging is not enough adapted for population screening. So far there is no single standard that defines checking algorithms of data processing at certain controlled conditions. The most expected result will be the organization of information centralized storage, sharing diagnostic data, providing broad access to them, automated analysis and selection of diagnostically significant results through the software. The basic requirements for the development of self-learning systems for intelligent processing array of heterogeneous data through the use of technologies of semantic networks are provided.
authors.forename: A A
authors.initials: AA
authors.lastname: Barchuk
authors.forename: M D
authors.initials: MD
authors.lastname: Podolsky
authors.forename: V S
authors.initials: VS
authors.lastname: Gaidukov
authors.forename: V I
authors.initials: VI
authors.lastname: Kuznetsov
authors.forename: A I
authors.initials: AI
authors.lastname: Arseniev
authors.forename: S V
authors.initials: SV
authors.lastname: Kanaev
authors.forename: A S
authors.initials: AS
authors.lastname: Barchuk
authors.forename: E V
authors.initials: EV
authors.lastname: Levchenko
authors.forename: V M
authors.initials: VM
authors.lastname: Merabishvili
authors.forename: K A
authors.initials: KA
authors.lastname: Kostitsyn
authors.forename: O V
authors.initials: OV
authors.lastname: Beloglazova
authors.forename: A V
authors.initials: AV
authors.lastname: Filochkina
authors.forename: K E
authors.initials: KE
authors.lastname: Gagua
authors.forename: V G
authors.initials: VG
authors.lastname: Preis
authors.forename: S A
authors.initials: SA
authors.lastname: Tarakanov
mesh_terms: D000465:Algorithms; D001185:Artificial Intelligence / Q000639:trends*; D003195:Computer Communication Networks / Q000706:statistics & numerical data; D003952:Diagnostic Imaging / Q000639:trends*; D055088:Early Detection of Cancer / Q000379:methods / Q000639:trends; D006801:Humans; D008403:Mass Screening / Q000379:methods / Q000639:trends; D012984:Software