Kun Huang

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 19

Top Topics

Weakly Supervised

Survival Prediction

Spectral Clustering

Top Venues

IEEE Trans. Medical Imaging

Publications

Xiao Luo, Susan Storey, Priyanka Gandhi, Zuoyi Zhang, Megan Metzger, Kun Huang
Analyzing the symptoms in colorectal and breast cancer patients with or without type 2 diabetes using EHR data. Health Informatics J. 27 (1) (2021)
Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang
Towards Fair Cross-Domain Adaptation via Generative Learning. WACV (2021)
Xiao Luo, Priyanka Gandhi, Susan Storey, Zuoyi Zhang, Zhi Han, Kun Huang
A Computational Framework to Analyze the Associations Between Symptoms and Cancer Patient Attributes Post Chemotherapy Using EHR Data. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Xiao Luo, Priyanka Gandhi, Zuoyi Zhang, Wei Shao, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna R. Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul R. Dexter, Kun Huang
Applying interpretable deep learning models to identify chronic cough patients using EHR data. Comput. Methods Programs Biomed. 210 (2021)
Wei Shao, Tongxin Wang, Zhi Huang, Zhi Han, Jie Zhang, Kun Huang
Weakly Supervised Deep Ordinal Cox Model for Survival Prediction From Whole-Slide Pathological Images. IEEE Trans. Medical Imaging 40 (12) (2021)
Yusong Liu, Xiufen Ye, Christina Y. Yu, Wei Shao, Jie Hou, Weixing Feng, Jie Zhang, Kun Huang
TPSC: a module detection method based on topology potential and spectral clustering in weighted networks and its application in gene co-expression module discovery. BMC Bioinform. (4) (2021)
Wei Shao, Kun Huang, Zhi Han, Jun Cheng, Liang Cheng, Tongxin Wang, Liang Sun, Zixiao Lu, Jie Zhang, Daoqiang Zhang
Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis. IEEE Trans. Medical Imaging 39 (1) (2020)
Wei Shao, Tongxin Wang, Liang Sun, Tianhan Dong, Zhi Han, Zhi Huang, Jie Zhang, Daoqiang Zhang, Kun Huang
Multi-task multi-modal learning for joint diagnosis and prognosis of human cancers. Medical Image Anal. 65 (2020)
Zhi Huang, Paul Salama, Wei Shao, Jie Zhang, Kun Huang
Low-Rank Reorganization via Proportional Hazards Non-negative Matrix Factorization Unveils Survival Associated Gene Clusters. CoRR (2020)
Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang
Towards Fair Cross-Domain Adaptation via Generative Learning. CoRR (2020)
Tongxin Wang, Weijia Lu, Fan Yang, Li Liu, Zhongyi Dong, Weimin Tang, Jia Chang, Wenjing Huan, Kun Huang, Jianhua Yao
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging. ISBI (2020)
Tongxin Wang, Travis Johnson, Jie Zhang, Kun Huang
Topological Methods for Visualization and Analysis of High Dimensional Single-Cell RNA Sequencing Data. PSB (2019)
Wei Shao, Tongxin Wang, Zhi Huang, Jun Cheng, Zhi Han, Daoqiang Zhang, Kun Huang
Diagnosis-Guided Multi-modal Feature Selection for Prognosis Prediction of Lung Squamous Cell Carcinoma. MICCAI (4) (2019)
Priyanka Gandhi, Xiao Luo, Susan Storey, Zuoyi Zhang, Zhi Han, Kun Huang
Identifying Symptom Clusters in Breast Cancer and Colorectal Cancer Patients using EHR Data. BCB (2019)
Tongxin Wang, Jie Zhang, Kun Huang
Generalized gene co-expression analysis via subspace clustering using low-rank representation. BMC Bioinform. (7) (2019)
Travis Johnson, Tongxin Wang, Zhi Huang, Christina Y. Yu, Yi Wu, Yatong Han, Yan Zhang, Kun Huang, Jie Zhang
LAmbDA: label ambiguous domain adaptation dataset integration reduces batch effects and improves subtype detection. Bioinform. 35 (22) (2019)
Travis Johnson, Sihong Li, Jonathan R. Kho, Kun Huang, Yan Zhang
Network analysis of pseudogene-gene relationships: from pseudogene evolution to their functional potentials. PSB (2018)
Wei Shao, Jun Cheng, Liang Sun, Zhi Han, Qianjin Feng, Daoqiang Zhang, Kun Huang
Ordinal Multi-modal Feature Selection for Survival Analysis of Early-Stage Renal Cancer. MICCAI (2) (2018)
Jun Cheng, Zhi Han, Qianjin Feng, Liang Cheng, Jie Zhang, Kun Huang
Genetic Mutations Associated with Histopathology Changes in Kidney Cancer. AMIA (2018)