Publications

You can also find my articles on my Google Scholar profile.

Intersectional fairness in vision-language models for medical image disease classification

Published in npj Digital Medicine, 2026

Cross-Modal Alignment Consistency (CMAC-MMD), a training framework that standardises diagnostic certainty across intersectional patient subgroups without requiring sensitive demographic data at inference, reducing missed-diagnosis gaps while improving AUC on dermatology and glaucoma cohorts.

Recommended citation: Yupeng Zhang, Adam G. Dunn, Usman Naseem, Jinman Kim. (2026). "Intersectional fairness in vision-language models for medical image disease classification." npj Digital Medicine. doi:10.1038/s41746-026-03030-5 https://www.nature.com/articles/s41746-026-03030-5

A scoping review of explainable artificial intelligence for medical multimodal data

Published in npj Digital Medicine, 2026

A scoping review of 82 studies across four bibliographic databases mapping how explainability methods are used in cross-modal medical AI, and the gap between multimodal architectures and the post-hoc techniques used to interpret them.

Recommended citation: Kaiyuan Hu, Xingyue Fu, Yupeng Zhang, Adam G. Dunn, Jinman Kim. (2026). "A scoping review of explainable artificial intelligence for medical multimodal data." npj Digital Medicine. doi:10.1038/s41746-026-02953-3 https://www.nature.com/articles/s41746-026-02953-3

Real-time video analysis of eating behaviour biofeedback system in children with cerebral palsy

Published in TIMIC Third International Motor Impairment Conference, Sydney, Australia, 2023

Conference abstract and oral presentation: a real-time video analysis pipeline for quantifying eating-behaviour biofeedback in children with cerebral palsy.

Recommended citation: YU. Zhang, AL. McEwan, AM. Khamis, IN. Honan, JI. Sun. (2023). "Real-time video analysis of eating behaviour biofeedback system in children with cerebral palsy." TIMIC Third International Motor Impairment Conference, Sydney, Australia. https://motorimpairment.org/wp-content/uploads/2023/11/Abstract-Book-TIMIC-2023-compressed-2.pdf