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In-silo federated learning vs. centralized learning for segmenting acute and chronic ischemic brain lesionsopen access

Kim, Joon; Lee, Hoyeon; Park, Jonghyeok; Park, Sang Hyun; Lee, Myungjae; Sunwoo, Leonard; Kim, Chi Kyung; Kim, Beom Joon; Kim, Dong-Eog; Ryu, Wi-Sun

ArticleIssue Date2025CitationIntelligence-Based Medicine, v.12, pp 1 - 8PublisherElsevier B.V.
SCIESCOPUS
Segmentation of Leukoaraiosis on Noncontrast Head CT Using CT-MRI Paired Data Without Human Annotationopen access

Ryu, Wi-Sun; Song, Jae W.; Lim, Jae-Sung; Lee, Ju Hyung; Sunwoo, Leonard; Kim, Dongmin; Kim, Dong-Eog; Bae, Hee-Joon; Lee, Myungjae; Kim, Beom Joon

ArticleIssue Date2025CitationBrain and Behavior, v.15, no.6PublisherWILEY
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