Reference medical datasets (MosMedData) for independent external evaluation of algorithms based on artificial intelligence in diagnostics

The article describes a novel approach to creating annotated medical datasets for testing artificial intelligence-based diagnostic solutions. Moreover, there are four stages of dataset formation described: planning, selection of initial data, marking and verification, and documentation. There are al...

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Bibliographic Details
Main Authors: Nikolay A. Pavlov, Anna E. Andreychenko, Anton V. Vladzymyrskyy, Anush A. Revazyan, Yury S. Kirpichev, Sergey P. Morozov
Format: Article
Language:English
Published: Eco-Vector 2021-04-01
Series:Digital Diagnostics
Subjects:
Online Access:https://journals.eco-vector.com/DD/article/viewFile/60635/pdf