Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images. - Ostap Viniavskyi; Mariia Dobko; Oles Dobosevych (AIME, 2020)

CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images. - Mariia Dobko; Bohdan Petryshak; Oles Dobosevych (CoRR, 2020)

NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation. - Mariia Dobko; Ostap Viniavskyi; Oles Dobosevych (CoRR, 2020)

LID 2020: The Learning from Imperfect Data Challenge Results. - Yunchao Wei; Shuai Zheng 001; Ming-Ming Cheng; Hang Zhao; Liwei Wang 001; Errui Ding; Yi Yang 001; Antonio Torralba 001; Ting Liu 012; Guolei Sun; Wenguan Wang; Luc Van Gool; et al. (CoRR, 2020)

Combining CNNs with Transformer for Multimodal 3D MRI Brain Tumor Segmentation. - Mariia Dobko; Danylo-Ivan Kolinko; Ostap Viniavskyi; Yurii Yelisieiev (BrainLes@MICCAI (2), 2021)

Combining CNNs With Transformer for Multimodal 3D MRI Brain Tumor Segmentation With Self-Supervised Pretraining. - Mariia Dobko; Danylo-Ivan Kolinko; Ostap Viniavskyi; Yurii Yelisieiev (CoRR, 2021)

Mask Classification-Based Method For Polyps Segmentation and Detection. - Mariia Kokshaikyna; Yurii Yelisieiev; Mariia Dobko (EndoCV@ISBI, 2022)

OpenGlue: Open Source Graph Neural Net Based Pipeline for Image Matching. - Ostap Viniavskyi; Mariia Dobko; Dmytro Mishkin; Oles Dobosevych (CoRR, 2022)