Publications
2025
2025
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models
Bidur Khanal, Sandesh Pokhrel, Sanjay Bhandari, Ramesh Rana, Nikesh Shrestha, Ram Bahadur Gurung, Cristian Linte, Angus Watson, Yash Raj Shrestha, Binod Bhattarai
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025
Peer Reviewed Conference article
2025
Translating investments into results: the role of the World Bank in global health
Kiran Raj Pandey, Bipin Adhikari, Lorenz von Seidlein
BMJ Global Health
2025
Out of Distribution Detection in Gastrointestinal Vision by Estimating Nearest Centroid Distance Deficit
Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali, Tryphon Lambrou, Anh Nguyen, Yash Raj Shrestha, Angus Watson, Danail Stoyanov, Prashnna Gyawali, Binod Bhattarai
Medical Image Understanding and Analysis (MIUA) 2025
Peer Reviewed Conference article
2025
Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment
Mohammod N. I. Suvon, Shuo Zhou, Prasun C. Tripathi, Wenrui Fan, Samer Alabed, Bishesh Khanal, Venet Osmani, Andrew J. Swift, Chen (Cherise) Chen, Haiping Lu
Pre-Prints
2025
NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance
Anju Chhetri, Jari Korhonen, Prashnna Gyawali, Binod Bhattarai
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025
Peer Reviewed Conference article
2025
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
Pranav Poudel, Aavash Chhetri, Prashnna Gyawali, Georgios Leontidis, Binod Bhattarai
Medical Image Understanding and Analysis (MIUA) 2025
Peer Reviewed Conference article
2025
Transforming healthcare through just, equitable and quality driven artificial intelligence solutions in South Asia
Sushmita Adhikari, Iftikhar Ahmed, Deepak Bajracharya, Bishesh Khanal, Chandrasegarar Solomon, Kapila Jayaratne, Khondaker Abdullah Al Mamum, Muhammad Shamim Hayder Talukder, Sunila Shakya, Suresh Manandhar, Zahid Ali Memon, Moinul Haque Chowdhury, Ihtesham ul Islam, Noor Sabah Rakhshani & M. Imran Khan
npj Digital Medicine (nature)
Peer Reviewed Journal article
2024
2024
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models
Asian Conference on Computer Vision (ACCV) 2024
Peer Reviewed Conference article
2024
NLPineers@ NLU of Devanagari Script Languages 2025: Hate speech detection using ensembling of BERT-based models
Anmol Guragain, Nadika Poudel, Rajesh Piryani, Bishesh Khanal
CHiPSAL: Challenges in Processing South Asian Languages. COLING 2025
Peer Reviewed Workshop article
2024
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification
Bidur Khanal, Prashant Shrestha, Sanskar Amgain, Bishesh Khanal, Binod Bhattarai, Cristian A Linte
Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024
Peer Reviewed Conference article
2024
iHuman: Instant Animatable Digital Humans From Monocular Videos
Pramish Paudel, Anubhav Khanal, Ajad Chhatkuli, Danda Pani Paudel, Jyoti Tandukar
ECCV: European Conference on Computer Vision (2024): 18th European Conference on Computer Vision, Milan, Italy, (Sept 29 - October 4, 2024), Proceedings, Part I, (2024)
Peer Reviewed Conference article
2024
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation
Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Yash Raj Shrestha, Binod Bhattarai
Data Engineering in Medical Imaging (DEMI) 2024
Peer Reviewed Workshop article