@inproceedings{amgain2024investigation,title={Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity},author={Amgain, Sanskar and Shrestha, Prashant and Bano, Sophia and Torres, Ignacio del Valle and Cunniffe, Michael and Hernandez, Victor and Beales, Phil and Bhattarai, Binod},year={2024},note={Accepted at IPCAI},}
EMBC
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification
Bidur Khanal, Prashant Shrestha*, Sanskar Amgain*, and 3 more authors
@inproceedings{khanal2024investigating,title={Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification},author={Khanal, Bidur and Shrestha, Prashant and Amgain, Sanskar and Khanal, Bishesh and Bhattarai, Binod and Linte, Cristian A},year={2024},note={Accepted at EMBC 2024},}
MICCAI
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities
Pranav Poudel, Prashant Shrestha*, Sanskar Amgain*, and 3 more authors
@inproceedings{poudel2024car,title={CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities},author={Poudel, Pranav and Shrestha, Prashant and Amgain, Sanskar and Shrestha, Yash Raj and Gyawali, Prashnna and Bhattarai, Binod},year={2024},note={Accepted at MICCAI24},}
2023
Medical Vision Language Pretraining: A survey
Prashant Shrestha*, Sanskar Amgain*, Bidur Khanal, and 2 more authors