Individualized treatment decision model for inoperable elderly esophageal squamous cell carcinoma based on multi-modal data fusion

Individualized treatment decision model for inoperable elderly esophageal squamous cell carcinoma based on multi-modal data fusion

Abstract Background This research aimed to develop a model for individualized treatment decision-making in inoperable elderly patients with esophageal squamous cell carcinoma (ESCC) using machine learning methods and multi-modal data. Methods A total of 189 inoperable elderly ESCC patients aged 65 o...

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Bibliographic Details
Main Authors: Yong Huang, Xiaoyu Huang, Anling Wang, Qiwei Chen, Gong Chen, Jingya Ye, Yaru Wang, Zhihui Qin, Kai Xu
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Esophageal squamous cell carcinoma
Inoperable elder patients
Concurrent chemoradiotherapy
Radiotherapy
Individualized treatment decision model
Online Access:https://doi.org/10.1186/s12911-023-02339-5

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