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20222024
most citedOptimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels

3 citations · 6 across the 9 of their papers we have counts for

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cs.LG2023

Text2Cohort: Facilitating Intuitive Access to Biomedical Data with Natural Language Cohort Discovery

Pranav Kulkarni, Adway Kanhere, Paul H. Yi +1

The Imaging Data Commons (IDC) is a cloud-based database that provides researchers with open access to cancer imaging data, with the goal of facilitating collaboration. However, co…

cs.LG2023★ 3 cited

Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels

Pranav Kulkarni, Adway Kanhere, Paul H. Yi +1

Numerous large-scale chest x-ray datasets have spearheaded expert-level detection of abnormalities using deep learning. However, these datasets focus on detecting a subset of disea…