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An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images

An interpretable classification of genetic information for UM prognostication with cell composition analysis.

Haomin Chen, TY Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath

An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images

Gene Expression Profile Prediction in Uveal Melanoma Using Deep Learning: A Pilot Study for the Development of an Alternative Survival Prediction Tool

A pilot study of genetic prediction for Uveal Melanoma prognostication from cytopathology images.

TY Alvin Liu, Hongxi Zhu, Haomin Chen, Fernando Arevalo, Ferdinand K Hui, H Yi Paul, Jinchi Wei, Mathias Unberath, Zelia Correa

An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering

Automatic ROI extraction for UM cytopathology images with unsupervised clustering and human interaction.

Haomin Chen, TY Alvin Liu, Zelia Correa, Mathias Unberath

An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering

Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images

Pelvic fracture detection in PXRs utilizing anatomical assymetric information.

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

$Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images$

Deep hierarchical multi-label classification of chest X-ray images

A two-stage hierarchical multi-label classification algorithm for chest X-ray abnormality classification.

Haomin Chen, Shun Miao, Daguang Xu, Gregory D Hager, Adam P Harrison

Deep hierarchical multi-label classification of chest X-ray images