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Zhenhui Li

Guangdong Academy of Medical Sciences - Department of Radiology

Guangzhou

China

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Deep Learning for Prediction of Neoadjuvant Chemoradiotherapy Response in Locally Advanced Rectal Cancer: A Retrospective Multi-Cohort Pathomics Study

Number of pages: 21 Posted: 03 Jun 2021
Zhenhui Li, Xuezhi Zhou, Jian Zheng, Dafu Zhang, Lin Wu, Lili Feng, Yingying Ding, Xianshuo Cheng, Zhao Ke, Pinxiong Li, Zhenyu Liu, Zaiyi Liu and Jie Tian
Guangdong Academy of Medical Sciences - Department of Radiology, Xinxiang Medical University, Sun Yat-sen University (SYSU) - Department of Radiation Oncology, Kunming Medical University, Kunming Medical University - Department of Pathology, Sun Yat-sen University (SYSU) - Department of Radiation Oncology, Kunming Medical University - Department of Radiology, Kunming Medical University - Department of Colorectal Surgery, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Chinese Academy of Sciences (CAS) - Beijing Key Laboratory of Molecular Imaging, Southern Medical University - Department of Radiology and Beihang University (BUAA)
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Abstract:

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Deep learning; Rectal cancer; Endoscopic biopsy; Whole-slide image; Response prediction