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Alexandra Dalechina
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Journal Articles
- 2024
- [j3]Ekaterina Kondrateva
, Polina Druzhinina
, Alexandra Dalechina, Svetlana Zolotova, Andrey Golanov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov:
Negligible effect of brain MRI data preprocessing for tumor segmentation. Biomed. Signal Process. Control. 96: 106599 (2024) - 2022
- [j2]Boris Shirokikh
, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko
, Amayak Durgaryan, Mikhail Galkin
, Andrey Golanov
, Mikhail Belyaev:
Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. IEEE J. Biomed. Health Informatics 26(7): 3037-3046 (2022) - 2021
- [j1]Boris Shirokikh
, Alexey Shevtsov, Alexandra Dalechina
, Egor Krivov, Valery Kostjuchenko
, Andrey Golanov
, Victor Gombolevskiy
, Sergey Morozov
, Mikhail Belyaev
:
Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization. J. Imaging 7(2): 35 (2021)
Conference and Workshop Papers
- 2021
- [c6]Anvar Kurmukov, Aleksandra Dalechina, Talgat Saparov, Mikhail Belyaev, Svetlana Zolotova, Andrey Golanov
, Anna Nikolaeva:
Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data. MIE 2021: 298-302 - 2020
- [c5]Bogdan D. Zavolovich, Irina I. Bannikova, Aleksandra Dalechina, Valery Kostjuchenko
, Pavel N. Ryabov
:
A Python software to evaluate geometric discrepancies between stereotactic CT and MR images in radiosurgery. BICA*AI 2020: 845-851 - [c4]Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina
, Andrey Golanov
, Alexandra Dalechina, Mikhail Belyaev:
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. IJCNN 2020: 1-6 - [c3]Boris Shirokikh
, Alexey Shevtsov, Anvar Kurmukov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko
, Andrey Golanov
, Mikhail Belyaev:
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation. MICCAI (4) 2020: 523-532 - 2019
- [c2]Boris Shirokikh
, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko
, Amayak Durgaryan, Mikhail Galkin
, Ivan Osinov, Andrey Golanov
, Mikhail Belyaev:
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation. BrainLes@MICCAI (1) 2019: 119-128 - 2018
- [c1]Egor Krivov, Valery Kostjuchenko
, Alexandra Dalechina
, Boris Shirokikh
, Gleb Makarchuk, Alexander Denisenko, Andrey Golanov
, Mikhail Belyaev
:
Tumor Delineation for Brain Radiosurgery by a ConvNet and Non-uniform Patch Generation. Patch-MI@MICCAI 2018: 122-129
Informal and Other Publications
- 2022
- [i7]Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov:
Neglectable effect of brain MRI data prepreprocessing for tumor segmentation. CoRR abs/2204.05278 (2022) - 2021
- [i6]Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev:
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. CoRR abs/2108.09535 (2021) - 2020
- [i5]Boris Shirokikh, Alexey Shevtsov, Anvar Kurmukov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Andrey Golanov, Mikhail Belyaev:
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation. CoRR abs/2007.10033 (2020) - 2019
- [i4]Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Ivan Osinov, Andrey Golanov, Mikhail Belyaev:
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation. CoRR abs/1909.02799 (2019) - [i3]Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev:
Multi-domain CT metal artifacts reduction using partial convolution based inpainting. CoRR abs/1911.05530 (2019) - 2018
- [i2]Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina, Boris Shirokikh, Gleb Makarchuk, Alexander Denisenko, Andrey Golanov, Mikhail Belyaev:
Tumor Delineation For Brain Radiosurgery by a ConvNet and Non-Uniform Patch Generation. CoRR abs/1808.00244 (2018) - [i1]Maxim Pisov, Gleb Makarchuk, Valery Kostjuchenko, Alexandra Dalechina, Andrey Golanov, Mikhail Belyaev:
Brain Tumor Image Retrieval via Multitask Learning. CoRR abs/1810.09369 (2018)
Coauthor Index
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