Du CAI

Postdoc

Sun Yat-sen University

Biography

Dr. Du Cai, a postdoctoral researcher in the Department of Surgery at the Sixth Affiliated Hospital of Sun Yat-sen University, utilizes explainable AI (XAI) techniques and large foundation models in medical imaging and digital pathology to drive translational research in colorectal cancer.

Research Interests

Artificial Intelligence
Colorectal Cancer

Education

Doctor of Medicine in Surgery
Sun Yat-sen University
2018 - 2023
Bachelor of Medicine in Clinical Medicine
Sun Yat-sen University
2013 - 2018

Related Publications

† First or co-first author, * Corresponding or co-corresponding author, bold names are lab members

Chu-Ling HU^†, Du CAI, Min-Er ZHONG, De-Jun FAN, Cheng-Hang LI, Min-Yi LV, Ze-Ping HUANG, Wei Wang, Xiaojian Wu, Feng GAO^* (2022). Conference Paper A tumor immune microenvironment-related lncRNA signature for the prognosis and immunotherapeutic sensitivity prediction in colorectal cancer.. Journal of Clinical Oncology.

Cheng-Hang LI^†, Du CAI, Min-Er ZHONG, Min-Yi LV, Ze-Ping HUANG, Qi-Qi ZHU, Chu-Ling HU, Hao-Ning QI, Xiaojian Wu, Feng GAO^* (2022). Journal Article Multi-size deep learning based preoperative computed tomography signature for prognosis prediction of colorectal cancer. Frontiers in Genetics.

Du CAI^†, Hao-Ning QI, Wei Wang, Min-Er ZHONG, De-Jun FAN, Cheng-Hang LI, Xiaojian Wu, Feng GAO^* (2022). Conference Paper PIANOS: A platform independent and normalization free single-sample classifier for colorectal cancer. Gastroenterology.

Qian Cai^†, Yi-Ze Mao^†, Si-Qi Dai^†, Feng GAO^†, Qian Xiao, Wan-Ming Hu, Tao Qin, Qiu-Xia Yang, Zhao-Zhou Li, Du CAI, Min-Er ZHONG, Ke-Feng Ding^*, Xiaojian Wu^*, Rong Zhang^* (2022). Journal Article The growth pattern of liver metastases on MRI predicts early recurrence in patients with colorectal cancer: a multicenter study. European Radiology.

Min-Yi LV^†, Wei Wang^†, Min-Er ZHONG^†, Du CAI, De-Jun FAN, Cheng-Hang LI, Wei-Bin KOU, Ze-Ping HUANG, Xin DUAN, Chu-Ling HU, Qi-Qi ZHU, Xiao-Sheng He, Feng GAO^* (2022). Journal Article DNA Repair–Related Gene Signature in Predicting Prognosis of Colorectal Cancer Patients. Frontiers in Genetics.

Xiaying Kuang^†, Du CAI, Ying Lin, Feng GAO^* (2021). Conference Paper Integrated immune-related gene signature to predict clinical outcome for patients with luminal B breast cancer.. Journal of Clinical Oncology.

Qi-Qi ZHU^†, Du CAI, Wei Wang, Min-Er ZHONG, De-Jun FAN, Xuanhui Liu, Cheng-Hang LI, Ze-Ping HUANG, Min-Yi LV, Chu-Ling HU, Xin DUAN, Xiaojian Wu, Feng GAO^* (2021). Conference Paper Identifying an immune-related gene-pair for prognosis prediction of metastatic colorectal cancer.. Journal of Clinical Oncology.

Du CAI^†, Wei Wang, Min-Er ZHONG, De-Jun FAN, Xuanhui Liu, Cheng-Hang LI, Ze-Ping HUANG, Qi-Qi ZHU, Min-Yi LV, Chu-Ling HU, Xin DUAN, Xiaojian Wu, Feng GAO^* (2021). Conference Paper Deep learning to identify a gene signature associated with molecular subtypes that predicts prognosis in colorectal cancer.. Journal of Clinical Oncology.

Min-Er ZHONG^†, Du CAI, De-Jun FAN, Wei Wang, Cheng-Hang LI, Ze-Ping HUANG, Qi-Qi ZHU, Min-Yi LV, Chu-Ling HU, Xiaojian Wu, Feng GAO^* (2021). Conference Paper A model combing an immune-related genes signature and an extracellular matrix-related genes signature in predicting prognosis of left-and right-sided colon cancer. Journal of Clinical Oncology.

Du CAI^†, Xin DUAN^†, Wei Wang, Ze-Ping HUANG, Qi-Qi ZHU, Min-Er ZHONG, Min-Yi LV, Cheng-Hang LI, Wei-Bin KOU, Xiao-Jian Wu^*, Feng GAO^* (2021). Journal Article A metabolism-related radiomics signature for predicting the prognosis of colorectal cancer. Frontiers in Molecular Biosciences.

Xin DUAN^†, Du CAI, Yufeng Chen, Qi-Qi ZHU, Ze-Ping HUANG, Cheng-Hang LI, Xiaojian Wu, Feng GAO^* (2020). Conference Paper Integrating diffusion components of multi-omics datasets with application to cancer molecular subtyping. Intelligent Systems for Molecular Biology.