Shuo Li, Western University

Latest papers

IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry.
Medical image analysis · 2026 · senior author
When evidence modeling meets knowledge distillation: Towards reliable contrast-enhanced knowledge distillation for non-contrast medical image segmentation.
Medical image analysis · 2025 · senior author
Evidence modeling for reliability learning and interpretable decision-making under multi-modality medical image segmentation.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · 2024 · senior author

All 98 publications

Latest funding

Innovative Machine Learning for Medical Data Analytics
NSERC · 2019 · Principal investigator
$164,000
Computer aided cardiac image diagnosis
NSERC · 2016 · Principal investigator
$188,000
Cardiac image analytics
NSERC · 2016 · Principal investigator
$25,000

All 5 grants and awards

98 publications.

01

IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry.

Bai J, Tang Y, Liu X, Hu J, Li Y, Chen X, Wang Y, Ma C, Li Y, Guo B, Jiao J, Huang Y, Wang K, Li L, Ma Y, Han X, Shao H, Yang Z, Liu Q, Hu Y, Kuang J, Song S, Krishna A, Khan ZA, Li Z, Zhang Z, Zhang H, Cheng Y, Zhang X, Chen X, Yan H, Tong L, Du B, Deng B, Chen Y, Peng Z, Rezaei S, Gan J, Cai W, Wang F, Curran KM, Silvestre G, Khobo I, Lu Y, Ni D, Huang Y, Yaqub M, Ma J, Lekadir K, Li S

Medical image analysis2026Senior author

DOI: 10.1016/j.media.2026.103960 PMID: 41604894

02

When evidence modeling meets knowledge distillation: Towards reliable contrast-enhanced knowledge distillation for non-contrast medical image segmentation.

Zhao J, Li S

Medical image analysis2025Senior author

DOI: 10.1016/j.media.2025.103677 PMID: 40544791

03

Evidence modeling for reliability learning and interpretable decision-making under multi-modality medical image segmentation.

Zhao J, Li S

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society2024Senior author

DOI: 10.1016/j.compmedimag.2024.102422 PMID: 39116707

04

Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents.

Xu C, Song Y, Zhang D, Bittencourt LK, Tirumani SH, Li S

Medical image analysis2023Senior author

DOI: 10.1016/j.media.2023.102980 PMID: 37820417

05

B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning.

Han X, Gong B, Guo L, Wang J, Ying S, Li S, Shi J

Neural networks : the official journal of the International Neural Network Society2023

DOI: 10.1016/j.neunet.2023.03.028 PMID: 37167750

06

Feature-correlation-aware history-preserving-sparse-coding framework for automatic vertebra recognition.

Zeng C, Zhao S, Chen B, Zeng A, Li S

Computers in biology and medicine2023Senior author

DOI: 10.1016/j.compbiomed.2023.106977 PMID: 37163964

07

From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping.

Zhu Z, Huang T, Zhen Z, Wang B, Wu X, Li S

Medical image analysis2023Senior author

DOI: 10.1016/j.media.2022.102681 PMID: 36459804

08

Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI.

Xiao X, Zhao J, Li S

Medical image analysis2022Senior author

DOI: 10.1016/j.media.2022.102554 PMID: 35921712

09

MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping.

Zhang R, Cao Y, Li Y, Liu Z, Wang J, He J, Zhang C, Sui X, Zhang P, Cui L, Li S

Medical image analysis2022Senior author

DOI: 10.1016/j.media.2022.102520 PMID: 35810588

10

A contrastive consistency semi-supervised left atrium segmentation model.

Liu Y, Wang W, Luo G, Wang K, Li S

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society2022Senior author

DOI: 10.1016/j.compmedimag.2022.102092 PMID: 35777192