Publications
2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
Simplifying Medical Ultrasound. ASMUS, 2023
Peer Reviewed Workshop articleTOGAI (Transforming Global Health with AI)
2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Cristian A Linte
MICCAI Workshop on Data Engineering in Medical Imaging. DEMI, 2023
Peer Reviewed Workshop articleTOGAI (Transforming Global Health with AI)
2023
Emerging Avenue of Artificial Intelligence and Ethical Considerations
arXiv preprint arXiv:2308.07706, 2023
2023
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A Linte
Annual Conference on Medical Image Understanding and Analysis (MIUA)
2023
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
Neurips, 2023
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
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
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)
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 articlesTOGAI (Transforming Global Health with AI)
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)
2022
COVID-19-related Nepali Tweets Classification in a Low Resource Setting
Rabin Adhikari, Safal Thapaliya, Nirajan Basnet, Samip Poudel, Aman Shakya, Bishesh Khanal
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications (SMM4H), Workshop & Shared Task, COLING (2022), Korea, 2022
Peer-reviewed workshop articlesTOGAI (Transforming Global Health with AI)