معرفی
Dr. Xiatian Zhang is a Research Associate at the University of Edinburgh's Deanery of Clinical Sciences, focusing on bronchoscopic robotics vision. He holds a PhD in Computer Science from Durham University, supervised by Prof. Hubert P.H. Shum and Dr. Noura Al Moubayed. His research integrates geometric information into computer vision applications for biomedical engineering videos.
Research interests include computer-assisted intervention, clinical outcome analysis, and healthcare education enhancement through machine learning. His work bridges geometric deep learning with practical clinical applications in surgical robotics and medical diagnostics.
Articles demonstrate consistent focus on computer vision applications in medical contexts, particularly surgical workflow prediction, endoscopic analysis, and neurological disorder diagnosis using video and imaging data.
- EPSRC Grant: U-care: Deep Ultraviolet Light Therapies (£6,132,366)
- British Council Grant: Course Development in Edge Computing and Analytics 2.0 (£30,000)
- Northumbria University Seed Funding: Pose Estimation for Health Professional Education (£16,428)
Currently developing deep learning-based visual navigation systems for bronchoscopic robotics under Dr. Mohsen Khadem. Previously contributed to projects at Durham University and Northumbria University involving edge computing and health professional education.
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