Ivan A. Blokhin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Multitask Learning

Gaussian Process

Top Venues

Medical Image Anal.

Int. J. Medical Informatics

Comput. Methods Programs Biomed.

Publications

Yuriy A. Vasilev, Anton Vladzymyrskyy, Kirill Arzamasov, Olga V. Omelyanskaya, Igor Shulkin, Darya Kozikhina, Inna Goncharova, Roman V. Reshetnikov, Sergey Chetverikov, Ivan A. Blokhin, Tatiana Bobrovskaya, Anna E. Andreychenko
Clinical application of radiological AI for pulmonary nodule evaluation: Replicability and susceptibility to the population shift caused by the COVID-19 pandemic. Int. J. Medical Informatics 178 (2023)
Mikhail Goncharov, Maxim Pisov, Alexey Shevtsov, Boris Shirokikh, Anvar Kurmukov, Ivan A. Blokhin, Valeria Chernina, Alexander Solovev, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev
CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification. Medical Image Anal. 71 (2021)
Sergey P. Morozov, V. A. Gombolevsky, A. B. Elizarov, M. A. Gusev, V. P. Novik, S. B. Prokudaylo, A. S. Bardin, E. V. Popov, N. V. Ledikhova, Valeria Chernina, Ivan A. Blokhin, A. E. Nikolaev, Roman V. Reshetnikov, A. V. Vladzymyrskyy, N. S. Kulberg
A simplified cluster model and a tool adapted for collaborative labeling of lung cancer CT scans. Comput. Methods Programs Biomed. 206 (2021)
Sergey P. Morozov, A. E. Andreychenko, N. A. Pavlov, A. V. Vladzymyrskyy, N. V. Ledikhova, V. A. Gombolevsky, Ivan A. Blokhin, P. B. Gelezhe, A. V. Gonchar, Valeria Chernina
MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset. CoRR (2020)
Mikhail Goncharov, Maxim Pisov, Alexey Shevtsov, Boris Shirokikh, Anvar Kurmukov, Ivan A. Blokhin, Valeria Chernina, Alexander Solovev, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification. CoRR (2020)