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Browsing by Author Kovalev, V.

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Showing results 1 to 10 of 10
Issue DateTitleAuthor(s)
2021AI-based Retrospective Study for Revealing Diagnostic Errors in Chest X-ray ScreeningLiauchuk, V.; Tarasau, A.; Kovalev, V.
2023Assessing the Security of Personal Data in Large Scale chest X-Ray Image ScreeningKovalev, V.
2017Benchmarking the efficiency of deep learning methods on the problem of predicting subjects’ age by chest radiographsKovalev, V.; Liauchuk, V.; Kalinovsky, A. A.; Shukelovich, A.
2016Deep Learning in Big Image Data: Histology IMage Classification for Breast Cancer DiagnosisKovalev, V.; Kalinovsky, A. A.; Liauchuk, V.
2017Deep learning in big medical image dataKovalev, V.; Liauchuk, V.; Kalinovsky, A. A.; Snezhko, E.; Tuzikov, A.
2023Generating Graphs With Specified Properties And Their Use For Constructing Scene Graphs From ImagesHimbitski, A.; Himbitski, V.; Kovalev, V.
2024Methods for Defending Deep Neural Networks Against Adversarial AttacksHimbitski, V.; Varashevich, A.; Kovalev, V.
2021Performance Analysis of Deep Learning Models for Heart Segmentation in Chest X-ray Images on a Small DatasetRdzhabov, A.; Kovalev, V.
2024Problems of Privacy and Heterogeneity for Federated Learning Applications in Medical Image AnalysisHimbitski, A.; Zelenkovsky, V.; Zhydovich, M.; Kovalev, V.
2021Small Image Training Sets: Exploring the Limits of Conventional and CNN-based MethodsKovalev, V.