Projects

Integrate Memory Efficiency Methods for Self-supervised Learning on Pathological Image Analysis

Quan Liu, Bryan A. Millis, Zuhayr Asad, Can Cui, William F. Dean, Isabelle T. Smith, Christopher Madden, Joseph T. Roland, Jeffrey P. Zwerner, Shilin Zhao, Lee E. Wheless, **Yuankai Huo** ***SPIE Medical Imaging*** **(2022)**

Large-Scale Patch-Wise Pathological Image Feature Dataset with a Hardware-agnostic Feature Extraction Tool

Zheyu Zhu, Ruining Deng, Quan Liu, Zuhayr Asad, Can Cui, Tianyuan Yao, **Yuankai Huo** ***MIUA*** **(2022)**

Leverage Supervised and Self-supervised Pretrain Models for Pathological Survival Analysis via a Simple and Low-cost Joint Representation Tuning

Quan Liu, Can Cui, Ruining Deng, Zuhayr Asad, Tianyuan Yao, Zheyu Zhu, **Yuankai Huo** ***REMIA*** **(2022)**

MAg: a Simple Learning-based Patient-level Aggregation Method for Detecting Microsatellite Instability from Whole-slide Images

Kaifeng Pang, Zuhayr Asad, Shilin Zhao, **Yuankai Huo** ***ISBI*** **(2022)**

Multi-modal Learning with Missing Data for Cancer Diagnosis using Histopathological and Genomic Data

Can Cui, Zuhayr Asad, William F. Dean, Isabelle T. Smith, Christopher Madden, Shunxing Bao, Bennett A. Landman, Joseph T. Roland, Lori A. Coburn, Keith T. Wilson, Jeffrey P. Zwerner, Shilin Zhao, Lee E. Wheless, **Yuankai Huo** ***SPIE Medical Imaging*** **(2022)**

MxIF Q-score: Biology-Informed Quality Assurance for Multiplexed Immunofluorescence Imaging

Shunxing Bao, Jia Li, Can Cui, Yucheng Tang, Ruining Deng, Lucas W. Remedios, Ho Hin Lee, Sophie Chiron, Nathan Heath Patterson, Ken S. Lau, Lori A. Coburn, Keith T. Wilson, Joseph T. Roland, Bennett A. Landman, Qi Liu, **Yuankai Huo** ***MOVI*** **(2022)**

Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data

Ruining Deng, Quan Liu, Can Cui, Zuhayr Asad, Haichun Yang, **Yuankai Huo** ***MIDL*** **(2022)**

Self-supervised Learning with Large-scale Web Image Mining for Characterizing Glomerular Lesion

Tianyuan Yao, Yuzhe Lu, Ruining Deng, Zheyu Zhu, Zuhayr Asad, Haichun Yang, Lee E. Wheless, Agnes Fogo, **Yuankai Huo** ***SPIE Medical Imaging*** **(2022)**

Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomic, and Demographic Data

Can Cui, Han Liu, Quan Liu, Ruining Deng, Zuhayr Asad, Yaohong Wang, Shilin Zhao, Haichun Yang, Bennett A. Landman, **Yuankai Huo** ***MICCAI*** **(2022)**

Circle Representation for Medical Object Detection

Ethan H. Nguyen, Haichun Yang, Ruining Deng,Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, BennettA. Landman, Agnes B. Fogo, **Yuankai Huo** ***IEEE Transactions on Medical Imaging*** **(2021)**