Francis Xiatian Zhang
Scholar

Francis Xiatian Zhang

Google Scholar ID: R04bvhAAAAAJ
PDRA@The University of Edinburgh
Biomedical EngineeringComputer VisionDigital HealthHealth Informatics
Citations & Impact
All-time
Citations
265
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • - Paper 'BREA-Depth: Bronchoscopy Realistic Airway-geometric Depth Estimation' accepted by MICCAI 2025
  • - Paper 'Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation' accepted by IEEE Transactions on Medical Robotics and Bionics
  • - Paper 'Depth-Aware Endoscopic Video Inpainting' accepted by MICCAI 2024
  • - Paper 'Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video' accepted by International Journal of Computer Assisted Radiology and Surgery
  • - Paper 'Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI' accepted by ICONIP 2023
Research Experience
  • - Research Associate at the University of Edinburgh since November 2024, under PI Dr. Mohsen Khadem
  • - Research Assistant on the project 'Course Development in Edge Computing and Analytics 2.0' from November 2023 to 2024, under PI Dr. Anish Jindal
  • - Research Assistant on the project 'Pose Estimation for Health Professional Education' in 2022, under PI Dr. Merryn Constable
Education
  • - PhD in Computer Science from Durham University, supervised by Prof. Hubert P. H. Shum and Dr. Noura Al Moubayed
  • - MRes degree from King's College London
  • - MSc degree from the University of Southampton
  • - Bachelor's degree from Beijing University of Chinese Medicine
Background
  • Currently a Research Associate at the University of Edinburgh. His research focuses on integrating Geometric Information into computer vision applications, particularly in the analysis of Biomedical Engineering videos.
Miscellany
  • Enjoys exploring new domains through collaborations and welcomes inquiries and potential collaborations via email.