Publications
2023
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
Pre-Prints
2023
Exploring transfer learning in medical image segmentation using vision-language models
arXiv preprint arXiv:2308.07706, 2023
Pre-Prints
2023
Emerging Avenue of Artificial Intelligence and Ethical Considerations
arXiv preprint arXiv:2308.07706, 2023
Pre-Prints
2023
Metric Transform: Exploring beyond Affine Transform for Neural Networks
TinyPapers ICLR 2023
Peer Reviewed Conference article
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
Pre-Prints
2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
Simplifying Medical Ultrasound. ASMUS, 2023
Peer Reviewed Workshop article
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 article
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 article
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 article
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)
Pre-Prints
2023
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection
Sudarshan Regmi, Bibek Panthi, Sakar Dotel, Prashnna K Gyawali, Danail Stoynov, Binod Bhattarai
arXiv preprint arXiv:2305.17797, 2023
Pre-Prints
2023
Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation
Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov
Medical Image Analysis, 2023
Peer Reviewed Journal article