Publications

Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath (2022). The Need for a More Human-Centered Approach to Designing and Validating Transparent AI in Medical Image Analysis - Guidelines and Evidence from a Systematic Review. In npj Digital Medicine.

Haomin Chen, TY Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath (2021). An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images. In IMLH.

TY Alvin Liu, Hongxi Zhu, Haomin Chen, Fernando Arevalo, Ferdinand K Hui, H Yi Paul, Jinchi Wei, Mathias Unberath, Zelia Correa (2020). Gene Expression Profile Prediction in Uveal Melanoma Using Deep Learning: A Pilot Study for the Development of an Alternative Survival Prediction Tool. In Ophthalmology Retina.

Haomin Chen, Shun Miao, Daguang Xu, Gregory D Hager, Adam P Harrison (2020). Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies. In MedIA.

Haomin Chen, TY Alvin Liu, Zelia Correa, Mathias Unberath (2020). An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering. In OMIA.

Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Chang, Adam P Harrison, Jing Xiao, Gregory D Hager, Le Lu, Chien-Hung Liao, Shun Miao, Equal contribution (2020). Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images. In ECCV.

Haomin Chen, Shun Miao, Daguang Xu, Gregory D Hager, Adam P Harrison (2019). Deep hierarchical multi-label classification of chest X-ray images. In MIDL.