Prashant Shrestha
- Research Assistant at NAAMII (MMLL Group)
- Electronics Engineering graduate from IOE Pulchowk Campus
- Specializes in medical multimodal learning and computational genomics
Prashant Shrestha is a Research Assistant in the MMLL (Multi-Modal Learning Lab) group at NAAMII. He graduated in Electronics Engineering from Pulchowk Campus and has focused his research on the intersection of computer vision, medical imaging, and computational genomics.
His work involves developing multimodal learning approaches that integrate different types of medical data to improve diagnostic and prognostic capabilities. By combining imaging data with genomic information, his research contributes to a more comprehensive understanding of disease mechanisms and treatment responses.
Publications
2024
Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity
Sanskar Amgain, Prashant Shrestha, Sophia Bano, Ignacio del Valle Torres, Michael Cunniffe, Victor Hernandez, Phil Beales, Binod Bhattarai
2024
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities
Pranav Poudel, Prashant Shrestha, Sanskar Amgain, Yash Raj Shrestha, Prashnna Gyawali, Binod Bhattarai
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