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AI Prediction of Gastric Cancer Response to Neoadjuvant Chemotherapy
Sponsor: Chinese Academy of Sciences
Summary
This study seeks to develop a deep-learning-based intelligent predictive model for the efficacy of neoadjuvant chemotherapy in gastric cancer patients. By utilizing the patients' CT imaging data, biopsy pathology images, and clinical information, the intelligent model will predict the post-neoadjuvant chemotherapy efficacy and prognosis, offering assistance in personalized treatment decisions for gastric cancer patients.
Official title: Deep Learning-Based Prediction of Gastric Cancer Response to Neoadjuvant Chemotherapy
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
200
Start Date
2023-09-10
Completion Date
2029-12-31
Last Updated
2023-09-28
Healthy Volunteers
No
Conditions
Interventions
Neoadjuvant Chemotherapy
Participants in this group are diagnosed with gastric cancer and are scheduled to undergo neoadjuvant chemotherapy as a part of their treatment regimen. The specific chemotherapy drugs, dosages, and schedules will be determined according to established clinical guidelines and the participant's specific condition.
Locations (22)
Cancer Institute and Hospital, Chinese Academy of Medical Sciences
Beijing, China
Peking Union Medical College Hospital
Beijing, China
Peking University Cancer Hospital & Institute
Beijing, China
Peking University People's Hospital
Beijing, China
Xiangya Hospital of Central South University
Changsha, China
Fujian Cancer Hospital
Fuzhou, China
Fujian Medical University Union Hospital
Fuzhou, China
Affiliated Cancer Hospital & Institute of Guangzhou Medical University
Guangzhou, China
First Affiliated Hospital, Sun Yat-Sen University
Guangzhou, China
Nanfang Hospital of Southern Medical University
Guangzhou, China
Sixth Affiliated Hospital, Sun Yat-sen University
Guangzhou, China
Yunnan Cancer Hospital
Kunming, China
Cancer Hospital of Guangxi Medical University
Nanning, China
The Affiliated Hospital of Qingdao University
Qingdao, China
Ruijin Hospital
Shanghai, China
First Hospital of China Medical University
Shenyang, China
The First Affiliated Hospital of Soochow University
Suzhou, China
Tianjin Medical University Cancer Institute and Hospital
Tianjin, China
Henan Cancer Hospital
Zhengzhou, China
The First Affiliated Hospital of Zhengzhou University
Zhengzhou, China
Zhenjiang First People's Hospital
Zhenjiang, China
San Raffaele University Hospital, Italy
Milan, Italy