Scholar
Shangqi Gao
Google Scholar ID: D-jg5rUAAAAJ
University of Cambridge
Citations & Impact
Citations
334
H-index
9
i10-index
9
Publications
20
Co-authors
1
list available
Publications
Resume (English only)
Academic Achievements
- Recipient of the Elsevier-MedIA 1st Prize & MICCAI Best Paper Award in 2023
- President of MICCAI SIG-xMedIA
- Peer reviewer for top-tier journals and conferences including Cancer Discovery (IF:30.6), Nature Communications (IF:14.7), Medical Image Analysis (IF:10.7), IEEE TMI (IF:10.6), IEEE TNNLS (IF:10.2), Neural Networks, CVPR, ICCV, ECCV, and MICCAI
- Paper accepted at NeurIPS 2025
- Best Paper Award at MICCAI AMAI 2025
- Four papers accepted at MICCAI 2025
- Organizing the MICCAI 2025 CARE Challenge with 1300+ cases from 18 centers
Background
- Currently a Research Associate at the Early Cancer Institute, University of Cambridge, working with Dr. Mireia Crispin and Prof. James Brenton
- Research interests include inverse problems, computational imaging, Bayesian deep learning, and multi-omic data analysis
- Particularly focused on explainable and generalizable AI for computer vision, medical image analysis, and cancer research
- PhD thesis titled “Deep Image Decomposition and Reconstruction”, developing deep learning-based mathematical and statistical frameworks for inverse problems in photography and medical imaging, with applications in natural image super-resolution and medical image segmentation
- MSc thesis titled “Regularization-Based Approaches for Tensor Completion”, exploring inverse problems in tensor completion with applications in color images, videos, and MRI
