Victoriya Kashtanova

Université Côte d'Azur — France

Medicine · Health Sciences

6h-index61citations13works0.02yr avg
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Research Topics

ECG Monitoring and Analysis(3), Cardiac electrophysiology and arrhythmias(2), Fractional Differential Equations Solutions(2), COVID-19 epidemiological studies(2), Mathematical and Theoretical Epidemiology and Ecology Models(2)

Publications13 total

Simultaneous data assimilation and cardiac electrophysiology model correction using differentiable physics and deep learning
Interface Focus·2023· 5 citedOpen Access
Apprentissage de la dynamique électrophysiologique cardiaque avec contraintes physiologiques de modèle pour une prédiction personnalisée basée sur les données
ZooKeys·2023Open Access
data
Figshare·2023Open Access
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
Medical Image Analysis·2022· 6 citedOpen Access
APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Deep Learning for Model Correction in Cardiac Electrophysiological Imaging
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 1 citedOpen Access
Global and local optimization in identification of parabolic systems
Journal of Inverse and Ill-Posed Problems·2020· 10 cited
Tensor train optimization for mathematical model of social networks
arXiv (Cornell University)·2019· 1 citedOpen Access
Identifiability Analysis of Inverse Problems in Biology
DEStech Transactions on Computer Science and Engineering·2017· 7 citedOpen Access
A combined numerical algorithm for reconstructing the mathematical model for tuberculosis transmission with control programs
Journal of Inverse and Ill-Posed Problems·2017· 13 cited
Identification the mathematical model of the transmission TB/HIV co-infection in endemic areas
2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)·2017
INVERSE PROBLEMS OF IMMUNOLOGY AND EPIDEMIOLOGY
Eurasian Journal of Mathematical and Computer Applications·2017· 6 cited
INVERSE PROBLEMS OF IMMUNOLOGY AND EPIDEMIOLOGY
Eurasian Journal of Mathematical and Computer Applications·2017· 12 cited

Frequent Co-authors

Sergey Kabanikhin(7), Olga Krivorotko(7), Ibrahim Ayed(4), Maxime Sermesant(4), Varvara Latyshenko(3), Mihaela Pop(3), Patrick Gallinari(3), D.V. Ermolenko(2), Shuhua Zhang(2), Shu‐Hua Zhang(1), Dariya YERMOLENKO(1), Reuben Dorent(1), Aaron Kujawa(1), Marina Ivory(1), Spyridon Bakas(1), Nicola Rieke(1), Samuel Joutard(1), Ben Glocker(1), M. Jorge Cardoso(1), Marc Modat(1)