HSE Researchers Develop Method to Verify Reliability of Computer-Based Cancer Recurrence Prediction
Research by a collaborative team from HSE University's Faculty of Biology and Biotechnology, Moscow State University, and the Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences has been officially published in the international journal Stat. The study addresses a critical challenge in biomedicine: determining whether machine learning algorithms identify genuine biological patterns or merely overfit to random noise in data.
Research & ExpertisepublicationsCancer biomarkersLinear classifiers machine learningMultiple testingStatistical verification
10 November