Early warning and diagnosis of liver cancer based on dynamic network biomarker and deep learning

Early warning and diagnosis of liver cancer based on dynamic network biomarker and deep learning

Background: Early detection of complex diseases like hepatocellular carcinoma remains challenging due to their network-driven pathology. Dynamic network biomarkers (DNB) based on monitoring changes in molecular correlations may enable earlier predictions. However, DNB analysis often overlooks diseas...

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Bibliographic Details
Main Authors: Yukun Han, Javed Akhtar, Guozhen Liu, Chenzhong Li, Guanyu Wang
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Hepatocellular carcinoma
Latency detection
Dynamic network biomarkers
Early warning of diseases
Graph convolutional neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037023002374

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http://www.sciencedirect.com/science/article/pii/S2001037023002374

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