Article
Cancer immunotherapy response prediction from multi-modal clinical and image data using semi-supervised deep learning.
Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology - 1 Sept 2023
Wang Xi, Jiang Yuming, Chen Hao, Zhang Taojun, Han Zhen, Chen Chuanli, Yuan Qingyu, Xiong Wenjun, Wang Wei, Li Guoxin, Heng Pheng-Ann, Li Ruijiang
Abstract excerpt
BACKGROUND AND PURPOSE: Immunotherapy is a standard treatment for many tumor types. However, only a small proportion of patients derive clinical benefit and reliable predictive biomarkers of immunotherapy response are lacking. Although deep learning has made substantial progress in improving cancer detection and diagnosis, there is limited success on the prediction of treatment response. Here, we aim to predict...
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