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Kun Huang
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 19
Top Topics
Weakly Supervised
Survival Prediction
Spectral Clustering
Breast Cancer
Top Venues
CoRR
BMC Bioinform.
PSB
IEEE Trans. Medical Imaging
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Publications
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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)