Chao Li | Faculty of Mathematics

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Dr Chao Li is a Principal Research Fellow with expertise in both healthcare and AI innovation, with comprehensive experience in developing image-based AI and multi-omics approaches to model neurological diseases. Dr Li is particularly interested in developing cost-effective AI models and translating these models into healthcare management to promote personalised medicine. His research is surrounding the below themes: 1. Image-based AI for precision mental health. 2. Image-based AI for precision surgical and interventional oncology. 3. Multi-omics AI for disease characterisation and precision medicine. 4. Efficacy and safety assessment of AI innovations for clinical translation and enterprise.

Publications

Inspired by pathogenic mechanisms: A novel gradual multi-modal fusion framework for mild cognitive impairment diagnosis

X Tian, H-D Li, H Lin, C Li, Y-P Wang, HX Bai, W Lan, J Liu

– Neural Networks

(2025)

187,

107343

(doi: 10.1016/j.neunet.2025.107343)

Precision Surgery for Glioblastomas

SJ Price, JG Hughes, S Jain, C Kelly, I Sederias, FM Cozzi, J Fares, Y Li, JC Kennedy, R Mayrand, QHW Wong, Y Wan, C Li

– Journal of Personalized Medicine

(2025)

15,

96

(doi: 10.3390/jpm15030096)

Joint modeling histology and molecular markers for cancer classification

X Wang, H Liu, Y Zhang, B Zhao, H Duan, W Hu, Y Mou, S Price, C Li

– Med Image Anal

(2025)

102,

103505

(doi: 10.1016/j.media.2025.103505)

Joint Modelling Histology and Molecular Markers for Cancer Classification

X Wang, H Liu, Y Zhang, B Zhao, H Duan, W Hu, Y Mou, S Price, C Li

(2025)

(link to publication)

Machine learning-based assessment of morphometric abnormalities distinguishes bipolar disorder and major depressive disorder.

K He, J Zhang, Y Huang, X Mo, R Yu, J Min, T Zhu, Y Ma, X He, F Lv, J Zeng, C Li, RK McNamara, D Lei, M Liu

– Neuroradiology

(2025)

67,

921

(doi: 10.1007/s00234-025-03544-x)

Effects of electroconvulsive therapy on functional connectome abnormalities in adolescents with depression and suicidal ideation

K He, T Zhu, R Yu, J Zhang, J Min, Y Huang, X Mo, Y Ma, X He, F Lv, J Zeng, C Li, RK McNamara, D Lei, M Liu

– Journal of affective disorders

(2025)

374,

495

(doi: 10.1016/j.jad.2025.01.071)

Inverse Evolution Layers: Physics-Informed Regularizers for Image Segmentation

C Liu, Z Qiao, C Li, C-B Schönlieb

– SIAM Journal on Mathematics of Data Science

(2025)

7,

55

(doi: 10.1137/24m1633662)

Computational Mathematics Modeling in Cancer Analysis

(2025)

(doi: 10.1007/978-3-031-73360-4)

Group-common and individual-specific effects of structure–function coupling in human brain networks with graph neural networks

P Chen, H Yang, X Zheng, H Jia, J Hao, X Xu, C Li, X He, R Chen, TS Okubo, Z Cui

– Imaging Neuroscience

(2024)

2,

1

(doi: 10.1162/imag_a_00378)

Knowledge-Driven Subspace Fusion and Gradient Coordination for Multi-modal Learning

Y Zhang, X Wang, F Meng, J Tang, C Li

– Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics

(2024)

15004 LNCS,

263

(doi: 10.1007/978-3-031-72083-3_25)