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Dmitry V. Dylov

Self-supervised Physics-based Denoising for Computed Tomography

Nov 01, 2022
Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov

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* 13 pages, 12 figures. Under review

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Medical Image Captioning via Generative Pretrained Transformers

Sep 28, 2022
Alexander Selivanov, Oleg Y. Rogov, Daniil Chesakov, Artem Shelmanov, Irina Fedulova, Dmitry V. Dylov

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* 13 pages, 3 figures, The work was completed in 2021

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PyTorch Image Quality: Metrics for Image Quality Assessment

Aug 31, 2022
Sergey Kastryulin, Jamil Zakirov, Denis Prokopenko, Dmitry V. Dylov

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* 20 pages with appendix; 4 Figures

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Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging

Jul 31, 2022
Ivan Zakazov, Vladimir Shaposhnikov, Iaroslav Bespalov, Dmitry V. Dylov

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* Accepted for DART workshop of MICCAI-2022 conference

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Image Quality Assessment for Magnetic Resonance Imaging

Mar 15, 2022
Segrey Kastryulin, Jamil Zakirov, Nicola Pezzotti, Dmitry V. Dylov

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* 10 pages, 7 figures, under review in IEEE TMI

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Data Augmentation with Manifold Barycenters

Apr 02, 2021
Iaroslav Bespalov, Nazar Buzun, Oleg Kachan, Dmitry V. Dylov

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* 11 pages, 4 figures, 3 tables. I.B., N.B., O.K. contributed equally. D.V.D. is the corresponding author

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Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution

Mar 04, 2021
Aleksandr Belov, Joel Stadelmann, Sergey Kastryulin, Dmitry V. Dylov

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* Main text: 10 pages and 8 figures. 18 pages and 14 figures total (Supplementary material included)

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