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Updated: Jun 30, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

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一个可学习的先进改善逆瘤生长建模.

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    ArXiv
    |March 18, 2024
    PubMed
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    这项研究引入了一个混合框架,将深度学习 (DL) 和生物物理建模的进化策略结合起来. 该方法加速了个性化疾病治疗的参数估计,在脑瘤成像中实现了高精度.

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    Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
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