I work at the intersection of surgical robotics, computer vision, and medical AI. My research explores how spatially grounded systems can perceive anatomy, reason over surgical scenes, and support image-guided intervention.
I completed an MSc in Medical Robotics and Artificial Intelligence at University College London and a joint BEng program at Southwest Jiaotong University and the University of Leeds. I am a visiting student researcher in thoracic surgery at Tianjin Union Medical Center and a remote research assistant at the University of Manchester.
I am seeking Fall 2027 PhD opportunities in surgical vision, 3D reconstruction and registration, vision-language models, and image-guided surgical navigation.
C.V. / Google Scholar / Projects / Blog
My long-term interest is trustworthy spatial understanding in surgery: connecting preoperative anatomy to changing intraoperative observations. I work across surgical vision, 3D registration, and multimodal reasoning.
Linzhe Jiang, J. Huang, C. Zhang, C. Jiang, Z. Mao, M. I. Hoque
Presented at the ECCV 2026 MedVidU Workshop (non-archival) · 2026
TL;DR: A compact module refines and ranks candidate boxes for question-guided localization in surgical video.
J. Huang, R. He, D. Z. Khan, E. B. Mazomenos, D. Stoyanov, H. Marcus, Linzhe Jiang, M. J. Clarkson, M. I. Hoque
AAAI · 2026
TL;DR: A surgical agent framework for structured planning and routing of image-guided surgery tasks.
Linzhe Jiang, J. Huang, S. Bano, M. J. Clarkson, Z. Mao, M. I. Hoque
arXiv preprint · 2025
TL;DR: A benchmark exposing translation ambiguity in repetitive colon anatomy despite high point-cloud overlap.
F. Wang, W. Liao, H. Su, L. Xu, H. Xue, Linzhe Jiang, and collaborators
Scientific Data · 2026
S. Liu, C. Bao, Z. Cui, X. Chu, B. Ren, L. Gu, Linzhe Jiang, and collaborators
CVPR Workshops · 2026
T. Li, P. Liu, Linzhe Jiang, Y. Gao, R. Wu
IEEE CIVEMSA · 2024
X. Liu, Linzhe Jiang, H. Wang, C. Jiang
Trends in Biotechnology · 2020
