Bum Chul Kwon

Publications

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective
Jinbin Huang, Aditi Mishra, Bum Chul Kwon, Chris Bryan
TVCG (2023)
PDF Video arXiv
Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes
Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes
Bum Chul Kwon, Peter Achenbach, Vibha Anand, Brigitte I Frohnert, William Hagopian, Jianying Hu, Eileen Koski, Åke Lernmark, Olivia Lou, Frank Martin, Kenney Ng, Jorma Toppari, Riitta Veijola, the T1DI Study Group
Diabetes (2022)
PDF Open Access URL
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Mikhail Yurochkin, Subha Maity, Deanna G Brockman, Amit V Khera, Patrick T Ellinor, Steven A Lubitz, Kenney Ng
VIS (2022)
PDF Video Appendix
Prediction Performance And Fairness Heterogeneity In Cardiovascular Risk Models
Prediction Performance And Fairness Heterogeneity In Cardiovascular Risk Models
Uri Kartoun, Shaan Khurshid, Bum Chul Kwon, Aniruddh P. Patel, Puneet Batra, Anthony Philippakis, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
Scientific Reports (2022)
PDF Open Access URL
Human-Centered Explainability For Life Sciences, Healthcare, And Medical Informatics
Human-Centered Explainability For Life Sciences, Healthcare, And Medical Informatics
Sanjoy Dey, Prithwish Chkraborty, Bum Chul Kwon, Amit Dhurandhar, Mohamed Ghalwash, Fernando J. Suarez Saiz, Kenney Ng, Daby Sow, Kush R. Varshney, Pablo Meyer
Patterns (2022)
PDF Open Access URL
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
EuroVis-Short (2022)
PDF Video
Progression Of Type 1 Diabetes From Latency To Symptomatic Disease Is Predicted By Distinct Autoimmune Trajectories
Progression Of Type 1 Diabetes From Latency To Symptomatic Disease Is Predicted By Distinct Autoimmune Trajectories
Bum Chul Kwon, Vibha Anand, Peter Achenbach, Jessica L Dunne, William Hagopian, Jianying Hu, Eileen Koski, Åke Lernmark, Markus Lundgren, Kenney Ng, Jorma Toppari, Riitta Veijola, Brigitte I Frohnert, the T1DI Study Group
Nature Communications (2022)
PDF Open Access URL Code
Roslingifier: Semi-Automated Storytelling for Animated Scatterplots
Roslingifier: Semi-Automated Storytelling for Animated Scatterplots
Minjeong Shin, Joohee Kim, Yunha Han, Lexing Xie, Mitchell Whitelaw, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist
TVCG (2022)
PDF Video Code
Design And User Experience Testing Of A Polygenic Score Report: A Qualitative Study Of Prospective Users
Design And User Experience Testing Of A Polygenic Score Report: A Qualitative Study Of Prospective Users
Deanna G. Brockman, Lia Petronio, Jacqueline S. Dron, Bum Chul Kwon, Trish Vosburg, Lisa Nip, Andrew Tang, Mary O'Reilly, Niall Lennon, Bang Wong, Kenney Ng, Katherine H. Huang, Akl C. Fahed, Amit V. Khera
BMC Medical Genomics (2021)
PDF Interview Guide Polygenic Score Report
Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases
Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases
Yunha Han, Hwiyeon Kim, Hyeshin Chu, Joohee Kim, Hyunwook Lee, Seunghyeong Choe, Dooyoung Jung, Dongil Chung, Bum Chul Kwon, Sungahn Ko
WWW (2021)
PDF Video