Data-Driven Assisted Decision Making for Surgical Procedure of Hepatocellular Carcinoma Resection and Prognostic Prediction: Development and Validation of Machine Learning Models

Data-Driven Assisted Decision Making for Surgical Procedure of Hepatocellular Carcinoma Resection and Prognostic Prediction: Development and Validation of Machine Learning Models

Background<b>:</b> Currently, surgical decisions for hepatocellular carcinoma (HCC) resection are difficult and not sufficiently personalized. We aimed to develop and validate data driven prediction models to assist surgeons in selecting the optimal surgical procedure for patients. Metho...

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Bibliographic Details
Main Authors: Liyang Wang, Danjun Song, Wentao Wang, Chengquan Li, Yiming Zhou, Jiaping Zheng, Shengxiang Rao, Xiaoying Wang, Guoliang Shao, Jiabin Cai, Shizhong Yang, Jiahong Dong
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Cancers
Subjects:
surgical procedure
decision-making
prognostic prediction
deep learning
ensemble learning
Online Access:https://www.mdpi.com/2072-6694/15/6/1784

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