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...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Stephanie Batista, Miguel Couceiro, Ricardo Filipe, Paulo Rachinhas, Jorge Isidoro, Inês Domingues
Format:	Article
Language:	English
Published:	MDPI AG 2025-05-01
Subjects:	private data incrementalization artificial neural networks U-Net ResUNet++ FCN BerDiff
Online Access:	https://www.mdpi.com/2306-5354/12/5/530