معرفی
Dr. Xuemei Ding is a Lecturer in Computer Science at the School of Computing, Engineering and Intelligent Systems, Ulster University, Derry~Londonderry campus. Her research bridges artificial intelligence with healthcare applications, focusing on early diagnosis of cognitive disorders and cancer prognosis.
- Expertise in data-driven healthcare solutions
- Active in machine learning and medical imaging analysis
- Recipient of Ulster University Research Excellence Award
Research interests center on applying computational methods to real-world medical challenges, particularly Alzheimer's disease and cancer diagnostics. Her work combines feature selection, multimodal deep learning, and data imputation techniques to improve diagnostic accuracy and patient outcomes.
Recent publications demonstrate a strong focus on:
- Alzheimer's disease diagnosis using machine learning
- Cancer prognosis through medical imaging analysis
- Healthcare data interpretation and visualization
- Medical informatics and computational biology
Scientific recognition includes:
- Ulster University Research Excellence Award (Business Category, Under 50 employees, 2019)
Active in collaborative research projects, particularly those addressing dementia care pathways in China and exploring the relationship between hearing impairment and dementia risk. Also contributes to educational innovation in computer science pedagogy.
