Areas of Focus
- Medical image processing and analysis
- Machine learning and deep learning algorithm research
- Health big data mining and analysis
Work Experience
- Former Assistant Professor at the University of Texas, Biomedical Informatics
- Secretary-General of the Biomedical Informatics Committee, Shanghai Society of Biomedical Engineering
Academic Background & Achievements
- Ph.D. in Electronic Engineering and Medical Physics, Jilin University and Duke University
- Postdoctoral training at Wake Forest University School of Medicine
Publications
- A Causality-Inspired Generalized Model for Automated Pancreatic Cancer Diagnosis, Xiaohua Qian, 2024
- A Dual-transformation with Contrastive Learning Framework for Lymph Node Metastasis Prediction in Pancreatic Cancer, Xiaohua Qian, 2023
Awards
- 2019 Outstanding Social Practice Instructor, Shanghai Jiao Tong University
- 2021 Excellent Class Director, Shanghai Jiao Tong University
- Guided students to win the 2022 Excellent Master's Thesis Award from the Chinese Association of Automation
