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Vladimir Kokh
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 20
Top Topics
Undecimated Wavelet Transform
Kaplan Meier
Language Understanding
Health Records
Top Venues
CoRR
AIME
IEEE J. Sel. Top. Signal Process.
ACL (Findings)
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Publications
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Pavel Blinov
,
Vladimir Kokh
Medical Profile Model: Scientific and Practical Applications in Healthcare.
IEEE J. Biomed. Health Informatics
28 (1) (2024)
Ivan Kruzhilov
,
Stepan Kudin
,
Luka Vetoshkin
,
Elena Sokolova
,
Vladimir Kokh
Whole-body PET image denoising for reduced acquisition time.
CoRR
(2023)
Dmitriy Umerenkov
,
Oleg Cherkashin
,
Alexander Nesterov
,
Victor Gombolevskiy
,
Irina Demko
,
Alexander Yalunin
,
Vladimir Kokh
Predicting COVID-19 and pneumonia complications from admission texts.
CoRR
(2023)
Petr Philonenko
,
Vladimir Kokh
,
Pavel Blinov
Combining Survival Analysis and Machine Learning for Mass Cancer Risk Prediction using EHR data.
CoRR
(2023)
Alexander Ponomarchuk
,
Ilya Burenko
,
Elian Malkin
,
Ivan Nazarov
,
Vladimir Kokh
,
Manvel Avetisian
,
Leonid Zhukov
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough.
IEEE J. Sel. Top. Signal Process.
16 (2) (2022)
Pavel Blinov
,
Arina Reshetnikova
,
Aleksandr Nesterov
,
Galina Zubkova
,
Vladimir Kokh
RuMedBench: A Russian Medical Language Understanding Benchmark.
CoRR
(2022)
Alexandr Nesterov
,
Galina Zubkova
,
Zulfat Miftahutdinov
,
Vladimir Kokh
,
Elena Tutubalina
,
Artem Shelmanov
,
Anton Alekseev
,
Manvel Avetisian
,
Andrey Chertok
,
Sergey I. Nikolenko
RuCCoN: Clinical Concept Normalization in Russian.
ACL (Findings)
(2022)
Alexander Yalunin
,
Dmitriy Umerenkov
,
Vladimir Kokh
Abstractive summarization of hospitalisation histories with transformer networks.
CoRR
(2022)
Pavel Blinov
,
Arina Reshetnikova
,
Aleksandr Nesterov
,
Galina Zubkova
,
Vladimir Kokh
RuMedBench: A Russian Medical Language Understanding Benchmark.
AIME
(2022)
Aleksandr Nesterov
,
Bulat Ibragimov
,
Dmitriy Umerenkov
,
Artem Shelmanov
,
Galina Zubkova
,
Vladimir Kokh
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization.
AIME
(2022)
Aleksandr Nesterov
,
Bulat Ibragimov
,
Dmitriy Umerenkov
,
Artem Shelmanov
,
Galina Zubkova
,
Vladimir Kokh
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization.
CoRR
(2022)
Anton Alekseev
,
Zulfat Miftahutdinov
,
Elena Tutubalina
,
Artem Shelmanov
,
Vladimir Ivanov
,
Vladimir Kokh
,
Alexandr Nesterov
,
Manvel Avetisian
,
Andrey Chertok
,
Sergey I. Nikolenko
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking.
LREC
(2022)
Manvel Avetisian
,
Ilya Burenko
,
Konstantin Egorov
,
Vladimir Kokh
,
Aleksandr Nesterov
,
Aleksandr Nikolaev
,
Alexander Ponomarchuk
,
Elena Sokolova
,
Alex Tuzhilin
,
Dmitry Umerenkov
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning.
ACM Trans. Manag. Inf. Syst.
12 (4) (2021)
Pavel Blinov
,
Vladimir Kokh
Patient Embeddings in Healthcare and Insurance Applications.
CoRR
(2021)
Alexander Ponomarchuk
,
Ilya Burenko
,
Elian Malkin
,
Ivan Nazarov
,
Vladimir Kokh
,
Manvel Avetisian
,
Leonid Zhukov
Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough.
CoRR
(2021)
Manvel Avetisian
,
Ilya Burenko
,
Konstantin Egorov
,
Vladimir Kokh
,
Aleksandr Nesterov
,
Aleksandr Nikolaev
,
Alexander Ponomarchuk
,
Elena Sokolova
,
Alexander Tuzhilin
,
Dmitry Umerenkov
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning.
CoRR
(2021)
Pavel Blinov
,
Manvel Avetisian
,
Vladimir Kokh
,
Dmitry Umerenkov
,
Alexander Tuzhilin
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks.
AIME
(2020)
Manvel Avetisian
,
Vladimir Kokh
,
Alexander Tuzhilin
,
Dmitry Umerenkov
Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net.
CoRR
(2020)
Pavel Blinov
,
Manvel Avetisian
,
Vladimir Kokh
,
Dmitry Umerenkov
,
Alexander Tuzhilin
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks.
CoRR
(2020)
Manvel Avetisian
,
Vladimir Kokh
,
Alexander Tuzhilin
,
Dmitry Umerenkov
Radiologist-Level Stroke Classification on Non-contrast CT Scans with Deep U-Net.
MICCAI (3)
(2019)