Generative AI-Driven Liver Reconstruction for Healthcare Applications in Consumer Electronics with Diffusion Model and Graph Neural Network

Magnetic hyperthermia therapy (MHT) is an emerging noninvasive treatment for liver cancer that depends on accurate digital liver reconstruction. However, the limited availability of annotated medical data, particularly for tumors and vascular structures, hinders effective model training. This challe...

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Veröffentlicht in:	IEEE transactions on consumer electronics S. 1
Hauptverfasser:	Xu, Xu, Yang, Jing, Liu, Xiaoli, Khan, Muhammad Attique, Jiang, Weiwei, Baili, Jamel, Yee, Por Lip, Li, Congsheng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 2025
Schlagworte:	Accuracy Biomedical imaging Consumer electronics Consumer Electronics Healthcare Deep Learning Diffusion Model Graph neural networks Image reconstruction Image segmentation Liver Magnetic Hyperthermia Therapy Reconstruction Segmentation Surface reconstruction Three-dimensional displays Tumors
ISSN:	0098-3063, 1558-4127
Online-Zugang:	Volltext
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