In-Silo Federated Learning vs. Centralized Learning for Segmenting Acute and Chronic Ischemic Brain Lesions

J Kim, H Lee, J Park, SH Park, M Lee, L Sunwoo… - medRxiv, 2024 - medrxiv.org
Purpose: To investigate the efficacy of federated learning (FL) compared to industry-level
centralized learning (CL) for segmenting acute infarct and white matter hyperintensity …
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In-Silo Federated Learning vs. Centralized Learning for Segmenting Acute and Chronic Ischemic Brain Lesions

J Kim, H Lee, J Park, SH Park, M Lee, L Sunwoo… - 2024 - europepmc.org
Purpose To investigate the efficacy of federated learning (FL) compared to industry-level
centralized learning (CL) for segmenting acute infarct and white matter hyperintensity …