Search Results for author: Pranav Poudel

Found 4 papers, 2 papers with code

Multimodal Federated Learning in Healthcare: a Review

no code implementations14 Oct 2023 Jacob Thrasher, Alina Devkota, Prasiddha Siwakotai, Rohit Chivukula, Pranav Poudel, Chaunbo Hu, Binod Bhattarai, Prashnna Gyawali

Recent advancements in multimodal machine learning have empowered the development of accurate and robust AI systems in the medical domain, especially within centralized database systems.

Federated Learning

Task-Aware Active Learning for Endoscopic Image Analysis

1 code implementation7 Apr 2022 Shrawan Kumar Thapa, Pranav Poudel, Binod Bhattarai, Danail Stoyanov

Semantic segmentation of polyps and depth estimation are two important research problems in endoscopic image analysis.

Active Learning Depth Estimation +2

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