Publications
2023
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 article
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
2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
Sharib Ali, Noha Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel-Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, JiangPeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithmi, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
Pre-Prints
2022
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation
Pre-Prints
2022
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
Dynamic Neural Networks, ICML, 2022
Workshop & Challenges
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
Pre-Prints
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 article
2022
2022
Seroprevalence of COVID-19 among health workers in the Kathmandu Valley, Nepal: a longitudinal cohort study
Kiran Raj Pandey, Aseem Bhattarai, Suman Pant, Rimmy Barakoti, Janaki Pandey, Anup Subedee, Prabhat Adhikari, Diptesh Aryal, Prakash Jyoti Pokharel, Gentle Sunder Shrestha, Kamal Pandit, Narendra Timalsina, Sameer Thapa, Roshan Parajuli, Pradip Gyanwali
Nepal Medical College Journal, Volume 24, Number 3, (Sep. 2022)
Peer Reviewed Journal article
2022
Task-Aware Active Learning for Endoscopic Image Analysis
Shrawan Kumar Thapa, Pranav Poudel, Binod Bhattarai, Danail Stoyanov
Endoscopic Image Analysis, 2022
Pre-Prints
2022
TGANet: Text-guided attention for improved polyp segmentation
Nikhil Kumar Tomar, Debesh Jha, Ulas Bagci, Sharib Ali
Medical Image Computing and Computer Assisted Intervention–MICCAI (2022): 25th International Conference, Singapore, (September 18–22, 2022), Proceedings, Part III. Cham: Springer Nature Switzerland, , 2022
Peer Reviewed Conference article