Taehyun Hwang

According to our database, Taehyun Hwang authored at least 31 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Anti- and pro-fibrillatory effects of pulmonary vein isolation gaps in human atrial fibrillation digital twins.

Ze Jin, Taehyun Hwang, Daehoon Kim, Byounghyun Lim, Oh-Seok Kwon, Sangbin Kim, Moon-Hyun Kim, Je-Wook Park, Hee Tae Yu, Tae-Hoon Kim, Jae-Sun Uhm, Boyoung Joung, Moon-Hyoung Lee, Hui-Nam Pak

npj Digit. Medicine, 2024

2023

Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision.

Makiya Nakashima, Donna Salem, HW Wilson Tang, Christopher Nguyen, Tae-Hyun Hwang, Ding Zhao, Byung-Hak Kim, Deborah Kwon, David Chen

Proceedings of the Machine Learning for Healthcare Conference, 2023

Combinatorial Neural Bandits.

Taehyun Hwang, Kyuwook Chai, Min Hwan Oh

Proceedings of the International Conference on Machine Learning, 2023

Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation.

Taehyun Hwang, Min-hwan Oh

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging.

Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W. H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae-Hyun Hwang, David Chen

CoRR, 2022

2020

Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images.

Hongming Xu, Sunho Park, Tae-Hyun Hwang

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Bayesian Semi-Nonnegative Matrix Tri-Factorization to Identify Pathways Associated with CancerPhenotypes.

Sunho Park, Nabhonil Kar, Jae-Ho Cheong, TaeHyun Hwang

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

2019

Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images.

Hongming Xu, Tae-Hyun Hwang

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks.

Hongming Xu, Tae-Hyun Hwang

CoRR, 2018

"I'll do it!": examining the relationship between locus of control and math game retention for preschoolers.

Bugeun Kim, Jungwook Rhim, Jihyun Rho, Taehyun Hwang, Gunho Lee, Gahgene Gweon

Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

2017

Transfer learning across ontologies for phenome-genome association prediction.

Raphael Petegrosso, Sunho Park, TaeHyun Hwang, Rui Kuang

Bioinform., 2017

2016

An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types.

Sunho Park, Seung-Jun Kim, Donghyeon Yu, Samuel Peña-Llopis, Jianjiong Gao, Jinsuk Park, Beibei Chen, Jessie Norris, Xinlei Wang, Min Chen, Min-Su Kim, Jeongsik Yong, Zabi Wardak, Kevin Choe, Michael Story, Timothy K. Starr, Jae-Ho Cheong, TaeHyun Hwang

Bioinform., 2016

2015

A framework of augmented reality for geotagged videos.

Chung-Hyun Ahn, Tae-Hyun Hwang, Kyoung-Ho Choi

Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

2014

Convex Optimization for Binary Classifier Aggregation in Multiclass Problems.

Sunho Park, TaeHyun Hwang, Seungjin Choi

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

The architecture for vehicular black-box image communication in VANET.

Jeonghee Chi, Hyunsun Park, Taehyun Hwang, Soyoung Park

Proceedings of the Sixth International Conference on Ubiquitous and Future Networks, 2014

2012

Prioritizing Disease Genes by Bi-Random Walk.

Maoqiang Xie, TaeHyun Hwang, Rui Kuang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Sparse robust matrix tri-factorization with application to cancer genomics.

Seung-Jun Kim, TaeHyun Hwang, Georgios B. Giannakis

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011

Inferring Disease and Gene Set Associations with Rank Coherence in Networks

TaeHyun Hwang, Wei Zhang, Maoqiang Xie, Rui Kuang

CoRR, 2011

Inferring disease and gene set associations with rank coherence in networks.

TaeHyun Hwang, Wei Zhang, Maoqiang Xie, Jinfeng Liu, Rui Kuang

Bioinform., 2011

2010

A Heterogeneous Label Propagation Algorithm for Disease Gene Discovery.

TaeHyun Hwang, Rui Kuang

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

A hypergraph-based learning algorithm for classifying gene expression and arrayCGH data with prior knowledge.

Ze Tian, TaeHyun Hwang, Rui Kuang

Bioinform., 2009

A hypergraph-based learning algorithm for classifying arraycgh data with spatial prior.

Ze Tian, TaeHyun Hwang, Rui Kuang

Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009

2008

Robust and efficient identification of biomarkers by classifying features on graphs.

TaeHyun Hwang, Hugues Sicotte, Ze Tian, Baolin Wu, Jean-Pierre A. Kocher, Dennis A. Wigle, Vipin Kumar, Rui Kuang

Bioinform., 2008

Learning on Weighted Hypergraphs to Integrate Protein Interactions and Gene Expressions for Cancer Outcome Prediction.

TaeHyun Hwang, Ze Tian, Rui Kuang, Jean-Pierre A. Kocher

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

MCTA: Target Tracking Algorithm Based on Minimal Contour in Wireless Sensor Networks.

Jaehoon Jeong, Taehyun Hwang, Tian He, David Hung-Chang Du

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

2006

Detection of Traffic Lights for Vision-Based Car Navigation System.

Tae-Hyun Hwang, In-Hak Joo, Seong Ik Cho

Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

2005

Updating Geospatial Database: An Automatic Approach Combining Photogrammetry and Computer Vision Techniques.

In-Hak Joo, Tae-Hyun Hwang, Kyoung-Ho Choi

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004

An indexing method for spatial object in video using image processing and photogrammetry.

Tae-Hyun Hwang, In-Hak Joo, Kyoung-Ho Choi

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Generation of video metadata supporting video-gis integration.

In-Hak Joo, Tae-Hyun Hwang, Kyoung-Ho Choi

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

MPEG-7 metadata for video-based GIS applications.

Tae-Hyun Hwang, Kyoung-Ho Choi, In-Hak Joo, Jong-Hun Lee

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

1999

Detection of Video Scene Breaks Using Directional Information in DCT Domain.

Tae-Hyun Hwang, Dong-Seok Jeong

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999