Hye-Chung Kum

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 16

Top Topics

Machine Learning

Coronary Artery Bypass

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

Publications

Edmund Do, Suhrit Lavu, Hye-Chung Kum, Bobak J. Mortazavi
Earlier identification of hypertensive events in a telemonitoring system. BSN (2023)
Nikita Sandeep Wagle, Jordan Schueler, Solangia Engler, Sherecce Fields, Hye-Chung Kum
A Systematic Review of Patient-Perceived Barriers and Facilitators to the Adoption and Use of Remote Health Technology in Underserved Populations. AMIA (2022)
Sulki Park, Hye-Chung Kum, Mark Lawley
Adherence to home telemonitoring and its effects on blood glucose control for diabetes in the real-world setting. AMIA (2022)
Mohammad Karim, Hye-Chung Kum, Cason D. Schmit
Systematic Study of Publicly Available Resources Addressing Legal Data Sharing Issues. AMIA (2021)
Mahin Ramezani, Guru Ilangovan, Hye-Chung Kum
Evaluation of Machine Learning Algorithms in a Human-Computer Hybrid Record Linkage System. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Theodoros V. Giannouchos, Alva O. Ferdinand, Gurudev Ilangovan, Eric D. Ragan, W. Benjamin Nowell, Hye-Chung Kum, Cason D. Schmit
Identifying and prioritizing benefits and risks of using privacy-enhancing software through participatory design: a nominal group technique study with patients living with chronic conditions. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Mohammad Karim, Mahin Ramezani, Tenaya Sunbury, Robert Ohsfeldt, Hye-Chung Kum
VIEW: a framework for organization level interactive record linkage to support reproducible data science. CoRR (2021)
Emily C. O'Brien, Ana María Rodríguez, Hye-Chung Kum, Laura E. Schanberg, Marcy Fitz-Randolph, Sean M. O'Brien, Soko Setoguchi
Corrigendum to "Patient perspectives on the linkage of health data for research: Insights from an online patient community questionnaire" [Int. J. Med. Inform. 127 (2019) 9-17]. Int. J. Medical Informatics 136 (2020)
Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Sulki Park, Hye-Chung Kum, Mark Lawley
A Case Study of Remote Monitoring Processes in Texas. AMIA (2019)
Emily C. O'Brien, Ana María Rodríguez, Hye-Chung Kum, Laura E. Schanberg, Marcy Fitz-Randolph, Sean M. O'Brien, Soko Setoguchi
Patient perspectives on the linkage of health data for research: Insights from an online patient community questionnaire. Int. J. Medical Informatics 127 (2019)
Qinbo Li, Adam G. D'Souza, Mahin Ramezani, Cason Schmit, Hye-Chung Kum
Increasing Transparent and Accountable Use of Data by Quantifying the Actual Privacy Risk in Interactive Record Linkage. AMIA (2019)
Hye-Chung Kum, Eric D. Ragan, Gurudev Ilangovan, Mahin Ramezani, Qinbo Li, Cason Schmit
Enhancing Privacy through an Interactive On-demand Incremental Information Disclosure Interface: Applying Privacy-by-Design to Record Linkage. SOUPS @ USENIX Security Symposium (2019)
Qinbo Li, Adam G. D'Souza, Cason Schmit, Hye-Chung Kum
Increasing Transparent and Accountable Use of Data by Quantifying the Actual Privacy Risk in Interactive Record Linkage. CoRR (2019)
Eric D. Ragan, Hye-Chung Kum, Gurudev Ilangovan, Han Wang
Balancing Privacy and Information Disclosure in Interactive Record Linkage with Visual Masking. CHI (2018)
Arlene Chung, Haiwei Chen, Grace Shin, Ketan K. Mane, Hye-Chung Kum
The Design of a Patient-Centered Personal Health Record with Patients as Co-Designers. AMIA (2016)
Hye-Chung Kum, Ashok K. Krishnamurthy, Ashwin Machanavajjhala, Stanley C. Ahalt
Social Genome: Putting Big Data to Work for Population Informatics. Computer 47 (1) (2014)
Hye-Chung Kum, Ashok K. Krishnamurthy, Ashwin Machanavajjhala, Michael K. Reiter, Stanley C. Ahalt
Privacy preserving interactive record linkage (PPIRL). J. Am. Medical Informatics Assoc. 21 (2) (2014)
Arcot Rajasekar, Sharlini Sankaran, Howard Lander, Thomas M. Carsey, Jonathan David Crabtree, Hye-Chung Kum, Mercè Crosas, Gary King, Justin Zhan
Sociometric Methods for Relevancy Analysis of Long Tail Science Data. SocialCom (2013)
Hye-Chung Kum, Ashok K. Krishnamurthy, Darshana Pathak, Michael K. Reiter, Stanley C. Ahalt
Secure Decoupled Linkage (SDLink) system for building a social genome. IEEE BigData (2013)
Ren Bauer, Hye-Chung Kum, Michael C. Reiter
Protecting Personal Information with Secure Execution Technology. AMIA (2013)
Wei Cheng, Xiaochuan Ni, Jian-Tao Sun, Xiaoming Jin, Hye-Chung Kum, Xiang Zhang, Wei Wang
Measuring Opinion Relevance in Latent Topic Space. SocialCom/PASSAT (2011)
Hye-Chung Kum, Stanley C. Ahalt
Decoupled Data for Privacy Preserving Record Linkage with Error Management. SocialCom/PASSAT (2011)
Hye-Chung Kum, Dean F. Duncan, C. Joy Stewart
Supporting self-evaluation in local government via Knowledge Discovery and Data mining. Gov. Inf. Q. 26 (2) (2009)
Hye-Chung Kum, Dean Duncan, Kimberly Flair
A dynamic website for county level child welfare outcome measures. DG.O (2008)
Hye-Chung Kum, Dean Duncan, C. Joy Stewart
Supporting self-evaluation in local government via KDD. DG.O (2008)
Hye-Chung Kum, Joong Hyuk Chang, Wei Wang
Intelligent Sequential Mining Via Alignment: Optimization Techniques for Very Large DB. PAKDD (2007)
Hye-Chung Kum, Joong Hyuk Chang, Wei Wang
Benchmarking the effectiveness of sequential pattern mining methods. Data Knowl. Eng. 60 (1) (2007)
Hye-Chung Kum, Joong Hyuk Chang, Wei Wang
Sequential Pattern Mining in Multi-Databases via Multiple Alignment. Data Min. Knowl. Discov. 12 (2-3) (2006)
Dean Duncan, Hye-Chung Kum, Kimberly Flair, Wei Wang
Adopting IT for Effective Management of Social Welfare Programs. DG.O (2004)
Dean Duncan, Hye-Chung Kum, Kimberly Flair, Wei Wang
Successfully Adopting IT for Social Welfare Program Management. DG.O (2004)
Hye-Chung Kum, Dean Duncan, Wei Wang
Understanding Social Welfare Service Patterns Using Sequential Analysis. DG.O (2004)
Hye-Chung Kum, Jian Pei, Wei Wang, Dean Duncan
ApproxMAP: Approximate Mining of Consensus Sequential Patterns. SDM (2003)
Hye-Chung Kum, Prasun Dewan
Supporting real-time collaboration over wide area networks. CSCW (2000)
Lars S. Nyland, Jan F. Prins, Ru Huai Yun, Jan Hermans, Hye-Chung Kum, Lei Wang
Modeling Dynamic Load Balancing in Molecular Dynamics to Achieve Scalable Parallel Execution. IRREGULAR (1998)
Lars S. Nyland, Jan F. Prins, Ru Huai Yun, Jan Hermans, Hye-Chung Kum, Lei Wang
Achieving Scalable Parallel Molecular Dynamics Using Dynamic Spatial Domain Decomposition Techniques. J. Parallel Distributed Comput. 47 (2) (1997)