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Mariia Dobko
Mariia Dobko
Graduate Researcher, Cornell
Verified email at ucu.edu.ua
Title
Cited by
Cited by
Year
Weakly-supervised segmentation for disease localization in chest x-ray images
O Viniavskyi, M Dobko, O Dobosevych
Artificial Intelligence in Medicine: 18th International Conference on …, 2020
242020
OpenGlue: Open source graph neural net based pipeline for image matching
O Viniavskyi, M Dobko, D Mishkin, O Dobosevych
arXiv preprint arXiv:2204.08870, 2022
82022
Combining CNNs with transformer for multimodal 3D MRI brain tumor segmentation with self-supervised pretraining
M Dobko, DI Kolinko, O Viniavskyi, Y Yelisieiev
arXiv preprint arXiv:2110.07919, 2021
42021
LID 2020: The learning from imperfect data challenge results
Y Wei, S Zheng, MM Cheng, H Zhao, L Wang, E Ding, Y Yang, A Torralba, ...
arXiv preprint arXiv:2010.11724, 2020
32020
CNN-CASS: CNN for classification of coronary artery stenosis score in MPR images
M Dobko, B Petryshak, O Dobosevych
arXiv preprint arXiv:2001.08593, 2020
32020
Combining CNNs with transformer for multimodal 3D MRI brain tumor segmentation
M Dobko, DI Kolinko, O Viniavskyi, Y Yelisieiev
International MICCAI Brainlesion Workshop, 232-241, 2021
22021
Mask Classification-Based Method For Polyps Segmentation and Detection.
M Kokshaikyna, Y Yelisieiev, M Dobko
EndoCV@ ISBI, 35-39, 2022
12022
Lung nodule and cancer detection in computed tomography scans using deep learning
M Dobko
Bachelor Thesis, Department of Computer Sciences, Ukrainian Catholic …, 2019
12019
Lung Nodule Detection in Computed Tomography Scans Using Deep Learning
M Dobko
12019
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation
M Dobko, O Viniavskyi, O Dobosevych
arXiv preprint arXiv:2006.07601, 2020
2020
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Articles 1–10