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Valeria Chernina
ORCID
Publication Activity (10 Years)
Years Active: 2019-2021
Publications (10 Years): 7
Top Topics
Multitask Learning
Gaussian Process
Ct Scans
Adipose Tissue
Top Venues
CoRR
Medical Image Anal.
MICAD
Comput. Methods Programs Biomed.
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Publications
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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)
Mikhail Goncharov
,
Valeria Chernina
,
Maxim Pisov
,
Victor Gombolevskiy
,
Sergey Morozov
,
Mikhail Belyaev
Quantification of Epicardial Adipose Tissue in Low-Dose Computed Tomography Images.
MICAD
(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)
Maxim Pisov
,
Mikhail Goncharov
,
Nadezhda Kurochkina
,
Sergey Morozov
,
Victor Gombolevskiy
,
Valeria Chernina
,
Anton Vladzymyrskyy
,
Ksenia Zamyatina
,
Anna Chesnokova
,
Igor Pronin
,
Michael Shifrin
,
Mikhail Belyaev
Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection.
iMIMIC/ML-CDS@MICCAI
(2019)
Maxim Pisov
,
Mikhail Goncharov
,
Nadezhda Kurochkina
,
Sergey Morozov
,
Victor Gombolevskiy
,
Valeria Chernina
,
Anton Vladzymyrskyy
,
Ksenia Zamyatina
,
Anna Chesnokova
,
Igor Pronin
,
Michael Shifrin
,
Mikhail Belyaev
Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection.
CoRR
(2019)