Publications
2024
NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision
Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali, Tryphon Lambrou, Anh Nguyen, Yash Raj Shrestha, Angus Watson, Danail Stoyanov, Prashnna Gyawali, Binod Bhattarai
2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir, Bishesh Khanal, Martijn Starmans
arXiv preprint arXiv:2309.12325 , 2023
2023
Exploring transfer learning in medical image segmentation using vision-language models
arXiv preprint arXiv:2308.07706, 2023
2023
Metric Transform: Exploring beyond Affine Transform for Neural Networks
TinyPapers ICLR 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges
Debesh Jha, ..., Shruti Shrestha, ..., Sharib Ali, Michael A Riegler, Pål Halvorsen, Ulas Bagci, Thomas De Lange
arXiv preprint arXiv:2307.16262, 2023
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
CholecTriplet2022: Show me a tool and tell me the triplet–an endoscopic vision challenge for surgical action triplet detection
Chinedu Innocent Nwoye, Pranav Poudel, Binod Bhattarai, Shrawan Kumar Thapa, Nicolas Padoy
Medical Image Analysis, 2023
Peer Reviewed Journal articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
Emerging Avenue of Artificial Intelligence and Ethical Considerations
arXiv preprint arXiv:2308.07706, 2023
2023
Neural Network Pruning for Real-time Polyp Segmentation
Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai
Medical Image Understanding and Analysis (MIUA) 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)