Evaluation of diagnostic classifiers using artificial clinical cases

Evaluation of classifiers in diagnosis support systems is a non-trivial task. It can be done in a form of controlled and blinded clinical trial, which is often difficult and costly. We propose a new method for generating artificial medical cases from a knowledge base, utilizing the concept of so-cal...

Full description

Bibliographic Details
Main Authors: Antczak Karol, Walczak Andrzej, Paczkowski Michał
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201712504003