Non-contrast cine cardiac magnetic resonance radiomics for the prediction of left ventricular adverse remodeling in patients with ischemic cardiomyopathy: a pilot study

A. S. Maksimova; D. S. Samatov; A. I. Listratov; B. S. Merzlikin; T. A. Shelkovnikova; S. L. Andreev; K. V. Zavadovsky

Siberian Journal of Clinical and Experimental Medicine

ISSN 2713-2927 (Print)
ISSN 2713-265X (Online)

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Maksimova A.S., Samatov D.S., Listratov A.I., Merzlikin B.S., Shelkovnikova T.A., Andreev S.L., Zavadovsky K.V. Non-contrast cine cardiac magnetic resonance radiomics for the prediction of left ventricular adverse remodeling in patients with ischemic cardiomyopathy: a pilot study. Siberian Journal of Clinical and Experimental Medicine. 2026;41(1):55-63. (In Russ.) https://doi.org/10.29001/2073-8552-2025-2889

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ISSN 2713-2927 (Print)
ISSN 2713-265X (Online)

Internal Medicine

Radiology, Nuclear Medicine and Imaging

Medicine (miscellaneous)

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Rostislav S. Karpov

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About the Authors

A. S. Maksimova
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences
Russian Federation

Aleksandra S. Maksimova - Cand. Sci. (Medicine), Research Scientist, Department of Radiology and Tomography, Cardiology Research Institute, Tomsk NRMC.

111a, Kievskaya str., Tomsk, 634012

D. S. Samatov
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences; National Research Tomsk Polytechnic University (TPU)
Russian Federation

Denis S. Samatov - Master Student, TPU; Laboratory Research Assistant, Department of Radiology and Tomography, Cardiology Research Institute, Tomsk NRMC.

111a, Kievskaya str., Tomsk, 634012; Lenin Ave., 30, Tomsk, 634050

A. I. Listratov
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences; Siberian State Medical University (SSMU)
Russian Federation

Artem I. Listratov - Graduate Student, Department of Radiation Diagnostics and Radiation Therapy, SSMU; Laboratory Research Assistant, Department of Radiology and Tomography, Cardiology Research Institute, Tomsk NRMC.

111a, Kievskaya str., Tomsk, 634012; Moscow tract, 2, Tomsk, 634050

B. S. Merzlikin
National Research Tomsk Polytechnic University (TPU)
Russian Federation

Boris S. Merzlikin - Cand. Sci. (Phys. Math.), Head of Department Mathematics and Mathematical Physics with the rights of a department, TPU.

Lenin Ave., 30, Tomsk, 634050

T. A. Shelkovnikova
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences
Russian Federation

Tatyana A. Shelkovnikova - Cand. Sci. (Med.), Senior Research Scientist, Department of Radiology and Tomography, Cardiology Research Institute, Tomsk NRMC.

Lenin Ave., 30, Tomsk, 634050

S. L. Andreev
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences
Russian Federation

Sergey L. Andreev - Cand. Sci. (Med.), Senior Research Scientist, Department of Cardiovascular Surgery, Cardiology Research Institute, Tomsk NRMC.

Lenin Ave., 30, Tomsk, 634050

K. V. Zavadovsky
Cardiology Research Institute, Tomsk National Research Medical Center (Cardiology Research Institute, Tomsk NRMC), Russian Academy of Sciences
Russian Federation

Konstantin V. Zavadovsky - Dr. Sci. (Med.), Head of Cardiac Imaging Department, Cardiology Research Institute, Tomsk NRMC.

111a, Kievskaya str., Tomsk, 634012

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