Mariia Dobko

According to our database, Mariia Dobko authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A multi-center analysis of deep learning methods for video polyp detection and segmentation.

Noha Ghatwary, Pedro Chavarias Solano, Mohamed Ramzy Ibrahim, Adrian Krenzer, Frank Puppe, Stefano Realdon, Renato Cannizzaro, Jiacheng Wang, Liansheng Wang, Thuy Nuong Tran, Lena Maier-Hein, Amine Yamlahi, Patrick Godau, Quan He, Qiming Wan, Mariia Kokshaikyna, Mariia Dobko, Haili Ye, Heng Li, Ragu B, Antony Raj, Hanaa Nagdy, Osama E. Salem, James E. East, Dominique Lamarque, Thomas de Lange, Sharib Ali

CoRR, March, 2026

2022

OpenGlue: Open Source Graph Neural Net Based Pipeline for Image Matching.

Ostap Viniavskyi, Mariia Dobko, Dmytro Mishkin, Oles Dobosevych

CoRR, 2022

Mask Classification-Based Method For Polyps Segmentation and Detection.

Mariia Kokshaikyna, Yurii Yelisieiev, Mariia Dobko

Proceedings of the 4th International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2022) co-located with the 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022), 2022

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

Combining CNNs with Transformer for Multimodal 3D MRI Brain Tumor Segmentation.

Mariia Dobko, Danylo-Ivan Kolinko, Ostap Viniavskyi, Yurii Yelisieiev

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020

LID 2020: The Learning from Imperfect Data Challenge Results.

Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

CoRR, 2020

NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation.

Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych

CoRR, 2020

CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images.

Mariia Dobko, Bohdan Petryshak, Oles Dobosevych

CoRR, 2020

Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images.

Ostap Viniavskyi, Mariia Dobko, Oles Dobosevych

Proceedings of the Artificial Intelligence in Medicine, 2020