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

Du CAI^†, Hao-Ning QI, Wei Wang, Min-Er ZHONG, De-Jun FAN, Cheng-Hang LI, Xiaojian Wu, Feng GAO^* (0001). PIANOS: A platform independent and normalization free single-sample classifier for colorectal cancer.

Xin DUAN^†, Du CAI, Yufeng Chen, Qi-Qi ZHU, Ze-Ping HUANG, Cheng-Hang LI, Xiaojian Wu, Feng GAO^* (0001). Integrating diffusion components of multi-omics datasets with application to cancer molecular subtyping.

Xiaying Kuang^†, Du CAI, Ying Lin, Feng GAO^* (0001). Integrated immune-related gene signature to predict clinical outcome for patients with luminal B breast cancer..

Weiqiang You^†, Du CAI, Min-Yi LV, Peishan Hu, Feng GAO, Xiaojian Wu^* (0001). Immunological profiling of human colorectal cancer defines four distinct molecular subtypes.

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^* (0001). Identifying an immune-related gene-pair for prognosis prediction of metastatic colorectal cancer..

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^* (0001). Deep learning to identify a gene signature associated with molecular subtypes that predicts prognosis in colorectal cancer..

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^* (0001). A tumor immune microenvironment-related lncRNA signature for the prognosis and immunotherapeutic sensitivity prediction in colorectal cancer..

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^* (0001). 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.