Publications

Publications

[1] Liu, Y.†, Zhao, K.†, Luo, L., …, Qin, P., & Ji, J. (2025). Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning. NPJ Digital Medicine. DOI

[2] Lo, L.†, Chae, J.†, Liu, Y., …, & Qin, P., ViTCM-LLM: A Multimodal RAG Framework for Advanced TCM Clinical Decision Support, IEEE International Conference on Bioinformatics and Biomedicine. DOI

[3] Liu, Y., Zhong, X., Zhai, S., … & Qin, P. (2023). Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation. Computers in biology and medicine. DOI

[4] Liu, Y.†, Lian, L.†, Zhang, E., … & Qin, P. (2022). Mixed-UNet: Refined class activation mapping for weakly-supervised semantic segmentation with multi-scale inference. Frontiers in Computer Science. DOI

Under Review

[1] Liu, Y., …, & Qin, P. (2026). OphBiWSSD: Scaling Temporal Action Localization in Ophthalmic Surgeries with Bidirectional Weight-tied State Space Duality. IEEE Transactions on Image Processing.

[2] Liu, Y.†, Shen, Yi.†, …, & Qin, P. (2026). An Ultra-Widefield Swept-Source OCTA Dataset and A Polar-Gated Mamba Network for Retinal Vessel Segmentation. IEEE Transactions on Medical Imaging.

[3] Liu, Y.†, Jiang, C.†, …, & Qin, P. (2026). Beyond the Posterior Pole: Transformative Role of Artificial Intelligence in Peripheral Retinal Diagnostics. Artificial Intelligence Review.

[4] Chae, J., Lo, L., Liu, Y., …, Qin, P., & Chae, I. (2026). GN-AS: Geometric Normalization of Anomaly Scores. The Association for the Advancement of Artificial Intelligence.

[5] Lo, L.†, Chae, J.†, Chen, Z., Liu, Y., …, & Qin, P. (2026). MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support. IEEE Journal of Biomedical and Health Informatics.

Patent

Liu, Y., Zhong, X., Zhang, L., … & Qin, P. (2023). A novel action segmentation method for cardiopulmonary resuscitation videos via deep learning. CN202310272410.0