Private Data Incrementalization: Data-Centric Model Development for Clinical Liver Segmentation

Machine Learning models, more specifically Artificial Neural Networks, are transforming medical imaging by enabling precise liver segmentation, a crucial task for diagnosing and treating liver diseases. However, these models often face challenges in adapting to diverse clinical data sources as diffe...

書誌詳細
出版年:	Bioengineering
主要な著者:	Stephanie Batista, Miguel Couceiro, Ricardo Filipe, Paulo Rachinhas, Jorge Isidoro, Inês Domingues
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2025-05-01
主題:	private data incrementalization artificial neural networks U-Net ResUNet++ FCN BerDiff
オンライン･アクセス:	https://www.mdpi.com/2306-5354/12/5/530

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