Kenney Ng

Publications

Multi-view biomedical foundation models for molecule-target and property prediction
Multi-view biomedical foundation models for molecule-target and property prediction
Parthasarathy Suryanarayanan, Yunguang Qiu, Shreyans Sethi, Diwakar Mahajan, Hongyang Li, Yuxin Yang, Elif Eyigoz, Aldo Guzman Saenz, Daniel E. Platt, Timothy H. Rumbell, Kenney Ng, Sanjoy Dey, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone
Advanced Science (2026)
PDF arXiv Open Access Code Hugging Face
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery
Bum Chul Kwon, Simona Rabinovici-Cohen, Beldine Moturi, Ruth Mwaura, Kezia Wahome, Oliver Njeru, Miguel Shinyenyi, Catherine Wanjiru, Sekou Remy, William Ogallo, Itai Guez, Partha Suryanarayanan, Joseph Morrone, Shreyans Sethi, Seung-Gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy Cornell
IJCAI (2024)
PDF Video
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
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
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
Modeling Disease Progression Trajectories from Longitudinal Observational Data
Modeling Disease Progression Trajectories from Longitudinal Observational Data
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand, the T1DI Study Group
AMIA (2020)
PDF
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
Bum Chul Kwon, Vibha Anand, Kristen A Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I Frohnert, Markus Lundgren, Kenney Ng
TVCG (2020)
PDF Video