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Danail Stoyanov
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Publications
- 2024
- [j123]Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov:
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. Medical Image Anal. 92: 103066 (2024) - 2023
- [j112]Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov:
Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation. Medical Image Anal. 85: 102747 (2023) - [c110]Ronast Subedi, Rebati Raman Gaire, Sharib Ali, Anh Nguyen, Danail Stoyanov, Binod Bhattarai:
A Client-Server Deep Federated Learning for Cross-Domain Surgical Image Segmentation. DEMI@MICCAI 2023: 21-33 - [c108]Anita Rau, Binod Bhattarai, Lourdes Agapito, Danail Stoyanov:
Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy. DEMI@MICCAI 2023: 111-122 - [c103]Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte:
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks. MIUA 2023: 48-63 - [e18]Binod Bhattarai, Sharib Ali, Anita Rau, Anh Nguyen, Ana I. L. Namburete, Razvan Caramalau, Danail Stoyanov:
Data Engineering in Medical Imaging - First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Lecture Notes in Computer Science 14314, Springer 2023, ISBN 978-3-031-44991-8 [contents] - [i89]Razvan Caramalau, Binod Bhattarai, Danail Stoyanov, Tae-Kyun Kim:
MoBYv2AL: Self-supervised Active Learning for Image Classification. CoRR abs/2301.01531 (2023) - [i82]Sudarshan Regmi, Bibek Panthi, Sakar Dotel, Prashnna K. Gyawali, Danail Stoyanov, Binod Bhattarai:
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection. CoRR abs/2305.17797 (2023) - [i80]Ronast Subedi, Rebati Raman Gaire, Sharib Ali, Anh Nguyen, Danail Stoyanov, Binod Bhattarai:
A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation. CoRR abs/2306.08720 (2023) - [i77]Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte:
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks. CoRR abs/2306.12376 (2023) - [i74]Anita Rau, Binod Bhattarai, Lourdes Agapito, Danail Stoyanov:
Task-guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy. CoRR abs/2310.01663 (2023) - [i73]Razvan Caramalau, Binod Bhattarai, Danail Stoyanov:
Federated Active Learning for Target Domain Generalisation. CoRR abs/2312.02247 (2023) - 2022
- [c102]Razvan Caramalau, Binod Bhattarai, Danail Stoyanov, Tae-Kyun Kim:
MoBYv2AL: Self-supervised Active Learning for Image Classification. BMVC 2022: 674 - [c99]Abhinav Joshi, Naman Gupta, Jinang Shah, Binod Bhattarai, Ashutosh Modi, Danail Stoyanov:
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments. ICMI 2022: 83-93 - [i67]Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov:
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation. CoRR abs/2204.01712 (2022) - [i66]Shrawan Kumar Thapa, Pranav Poudel, Binod Bhattarai, Danail Stoyanov:
Task-Aware Active Learning for Endoscopic Image Analysis. CoRR abs/2204.03440 (2022) - [i64]Anita Rau, Binod Bhattarai, Lourdes Agapito, Danail Stoyanov:
Bimodal Camera Pose Prediction for Endoscopy. CoRR abs/2204.04968 (2022) - [i62]Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov:
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy. CoRR abs/2206.12512 (2022) - [i58]Abhinav Joshi, Naman Gupta, Jinang Shah, Binod Bhattarai, Ashutosh Modi, Danail Stoyanov:
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments. CoRR abs/2211.03587 (2022)
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