Publications
2023
Investigating the impact of class-dependent label noise in medical image classification
Bidur Khanal, SM Kamrul Hasan, Bishesh Khanal, Cristian A Linte
Medical Imaging 2023: Image Processing, vol. 12463, pp. 728-733. SPIE, (2023)
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
2023
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Meriaudeau, 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 Płotka, 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
Medical Image Analysis, 2023
Peer Reviewed Journal articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
Input Invex Neural Network
Neural Network , 2023
2023
Fast fetal head compounding from multi-view 3D ultrasound
Robert Wright, Alberto Gomez, Veronika A Zimmer, Nicolas Toussaint, Bishesh Khanal, Jacqueline Matthew, Emily Skelton, Bernhard Kainz, Daniel Rueckert, Joseph V Hajnal, Julia A Schnabel
Medical Image Analysis, (2023) : 102793, 2023
Peer Reviewed Journal articleTOGAI (Transforming Global Health with AI)
2023
A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation
Ronast Subedi, Rebati Raman Gaire, Sharib Ali, Anh Nguyen, Danail Stoyanov, Binod Bhattarai
Data Engineering in Medical Imaging. DEMI, 2023
Peer Reviewed Workshop article
2022
Task-Aware Active Learning for Endoscopic Polyp Segmentation
Shrawan Kumar Thapa, Pranav Poudel, Sudarshan Regmi, Binod Bhattarai, Danail Stoyanov
arXiv preprint arXiv:2204.03440 , 2022
2022
Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health
Shadi Albarqouni, Spyridon Bakas, Sophia Bano, M Jorge Cardoso, Bishesh Khanal, Bennett Landman, Xiaoxiao Li, Chen Qin, Islem Rekik, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu
Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
2022
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
Dynamic Neural Networks, ICML, 2022
Workshop & ChallengesBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2022
NepBERTa: Nepali Language Model Trained in a Large Corpus
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2022
Challenges of Deep Learning Methods for COVID-19 Detection Using Public Datasets
Md Kamrul Hasan, Md Ashraful Alam, Lavsen Dahal, Md Toufick E Elahi, Shidhartho Roy, Sifat Redwan Wahid, Robert Marti, Bishesh Khanal
Informatics in Medicine Unlocked 30 (2022): 100945.
Peer Reviewed Journal articleTOGAI (Transforming Global Health with AI)