De-Jun FAN

Associate Professor

Sun Yat-sen University

Biography

My research explores the intersection of gastrointestinal endoscopy (GIE) and artificial intelligence (AI), along with the biological mechanisms of colorectal cancer development.

Research Interests

Gastrointestinal Endoscopy
Artificial Intelligence

Education

Doctor of Medicine in General Surgery
Sun Yat-sen University
2020 - 2026
Master of Medicine in Surgery
Sun Yat-sen University
2013 - 2016
Bachelor of Medicine in Clinical Medicine
Sun Yat-sen University
2008 - 2013

Lab highlights

Highlighted publications

2026 CGH

INTELCAPE: A Deep Learning-Powered System for Automated, High-Accuracy Crohn's Disease Diagnosis via Capsule Endoscopy

All related publications

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

Journal Article 2026 CGH

INTELCAPE: A Deep Learning-Powered System for Automated, High-Accuracy Crohn's Disease Diagnosis via Capsule Endoscopy

De-Jun FAN^†, Yize Mao^†, Feng Liang^†, Zheng Liu^†, Huayu Li^†, Jian Tang, Yanan Liu, Mingjie Wang, Yuting Qian, Jie Chen, Neng Wang, Tao Yang, Shuangyi Tan, Guanbin Li^*, Feng GAO^*, Jiancong Hu^*, Xiaojian Wu^*

Code Source Document DOI

Conference Paper 2024 IEEE International Symposium on Biomedical Imaging

Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image Segmentation

Xinkai Zhao^†, Chaowei Fang, De-Jun FAN, Xutao Lin, Feng GAO, Guanbin Li^*

Journal Article 2023 Cancer Medicine

An immune, stroma, and epithelial--mesenchymal transition-related signature for predicting recurrence and chemotherapy benefit in stage II--III 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, Xiao-Jian Wu^*, Feng GAO^*

Journal Article 2022 Frontiers in Genetics

Predicting prognosis and immunotherapy response among colorectal cancer patients based on a tumor immune microenvironment-related lncRNA signature

Chu-Ling HU^†, Du CAI, Min-Er ZHONG, De-Jun FAN, Cheng-Hang LI, Min-Yi LV, Ze-Ping HUANG, Wei Wang, Xiao-Jian Wu, Feng GAO^*

Conference Paper 2022 Journal of Clinical Oncology

A tumor immune microenvironment-related lncRNA signature for the prognosis and immunotherapeutic sensitivity prediction 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^*

Conference Paper 2022 Gastroenterology

PIANOS: A platform independent and normalization free single-sample classifier for colorectal cancer

Du CAI^†, Hao-Ning QI, Wei Wang, Min-Er ZHONG, De-Jun FAN, Cheng-Hang LI, Xiaojian Wu, Feng GAO^*

Conference Paper 2022 IEEE International Symposium on Biomedical Imaging

Cross-level contrastive learning and consistency constraint for semi-supervised medical image segmentation

Xinkai Zhao^†, Chaowei Fang, De-Jun FAN, Xutao Lin, Feng GAO, Guanbin Li^*

Journal Article 2022 Frontiers in Genetics

DNA Repair–Related Gene Signature in Predicting Prognosis of Colorectal Cancer Patients

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^*

Conference Paper 2022 Lecture Notes in Computer Science

Lesion-aware dynamic kernel for polyp segmentation

Ruifei Zhang^†, Peiwen Lai, Xiang Wan, De-Jun FAN, Feng GAO, Xiao-Jian Wu, Guanbin Li^*

Journal Article 2021 Frontiers in Genetics

Identification of an autophagy-related gene signature for the prediction of prognosis in early-stage colorectal cancer

Xu-Tao Lin^†, Qiu-Ning Wu, Si Qin, De-Jun FAN, Min-Yi LV, Xi Chen, Jia-Wei Cai, Jing-Rong Weng, Yi-Feng Zou, Yu-Ming Rong^*, Feng GAO^*

Conference Paper 2021 Journal of Clinical Oncology

Identifying an immune-related gene-pair for prognosis prediction of metastatic colorectal cancer.

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^*

Conference Paper 2021 Journal of Clinical Oncology

Deep learning to identify a gene signature associated with molecular subtypes that predicts prognosis in 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^*

Conference Paper 2021 Journal of Clinical Oncology

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

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^*