H. Hao, R. Padman, B. Sun, R. Telang, "Quantifying the Impact of Social Learning on Information Technology Adoption: A Hierarchical Bayesian Learning Approach", forthcoming in Information Systems Research.
O. Ben-Assuli, R. Padman, "Analyzing Frequent Hospital Readmissions using Data Mining Techniques", forthcoming in Health Systems.
D. Gartner, Y. Zhang, R. Padman, "Cognitive Workload Reduction in Hospital Information Systems - Decision Support for Order Set Optimization" Health Care Management Science, DOI 10.1007/s10729-017-9406-6.
P. Burckhardt, R. Padman, "Querying Online Self-help Forums for Chronic Kidney Disease with Ontology-based Text Mining", 2017 INFORMS Data Mining and Decision Analytics Workshop.
VPR Vijayasarathy, R. Padman, "Modeling and Analysis of Chronic Disease Progression using Electronic Health Record (EHR) Data", 2017 INFORMS Data Mining and Decision Analytics Workshop.
R. Padman, D. Gupta, B. SriPrakash, C. Krishnan, K. Panchatcharam, "An Exploratory Analyis of Game Telemetry from a Pediatric mHealth Intervention", Medinfo 2017.
Y. Zhang, R. Padman, "An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions", Medinfo 2017.
Y. Zhang, R. Padman, "Data-Driven Clinical and Cost Pathways for Chronic Care Delivery", American Journal of Managed Care, special issue on Health Information Technology, 2016;22(12):294-298. Media mention: http://insights.globalspec.com/article/3789/data-analytics-an-emerging-tool-for-medical-treatment
H. Hao, R. Padman, "An Empirical Study of Opinion Leader Effects on Mobile Technology Implementation by Physicians in an American Community Health System", forthcoming in Health Informatics Journal.
IB. Diwakar, A. Chouldechova, MA. Clements, R. Padman, "On Extracting Features from Asynchronous Multivariate Data Streams", Fourth international conference on Business Analytics and Intelligence (ICBAI), December 19-21, IISc., Bangalore, India. (Best Paper Award)
M. Ganßauge, R. Padman, A. Karambelkar, P. Teredesai, "Exploring dynamic risk prediction for dialysis patients", Proceedings of AMIA 2016.
P. Burckhardt, DS. Nagin, R. Padman, "Multi-Trajectory Models of Chronic Kidney Disease Progression", Proceedings of AMIA 2016. (Second place, AMIA-KDDM student paper competition; finalist, AMIA student paper competition).
D. Gartner, Y. Zhang, R. Padman, "Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization", ICDSST 2016 Proceedings - The EWG-DSS 2016 Int. Conference On Decision Support System Technology: Decision Support Systems Addressing Sustainability & Societal Challenges, S. Liu, B. Delibašić, I. Linden, FO. Oderanti, (editors), Plymouth, United Kingdom, May 2016. (Best Paper Award)
D. Gartner, R. Padman, "Length of Stay Outlier Detection through Cluster Analysis: A Case Study in Pediatrics", Proceedings of Karlsruhe Service Science Workshop 2016 (ISSIP Most Innovative Paper Award), Germany.
Y. Zhang, R. Padman, "Data Driven Approaches for Developing Clinical Practice Guidelines". Chapter in: Encyclopaedia of Healthcare Administration and Management. IGI Global (forthcoming).
D. Gartner, R. Padman, "Mathematical programming and heuristics for patient scheduling in hospitals: a literature review", Chapter in: Encyclopaedia of Healthcare Administration and Management. IGI Global (forthcoming).
Y. Zhang, R. Padman, "Innovations in Chronic Care Delivery Using Data-Driven Clinical Pathways", American Journal of Managed Care, special issue on Health Information Technology, 2015;21(12):e661-e668. Press announcement: http://healthitanalytics.com/news/big-data-analytics-improves-chronic-disease-risk-stratification
Y. Zhang, R. Padman, N. Patel, "Paving the COWPath: Learning and Visualizing Clinical Pathways from Electronic Health Record Data", Journal of Biomedical Informatics, 58 (2015) 186-197.
P. Burchardt, R. Padman, "Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space", Proceedings of AMIA 2015.
Y.C. Lin-Kato, R. Padman, J. Downs, V. Abhishek, "Evaluating Consumer m-Health Services for Promoting Healthy Eating: A Randomized Field Experiment", Proceedings of AMIA 2015. (Selected by AMIA's Maintenance of Certification (MOC) Committee for consideration as a MOC-II component of the 2015 Annual Symposium).
D. Gartner, R. Kolisch, D. Neill, R. Padman (2015), "Machine Learning Approaches for Early DRG Classification of Inpatients", INFORMS Journal on Computing, 2015, 27:4, 718-734.
I.Adjerid, A. Acquisti, R. Telang, R. Padman, J. Adler-Milstein (2015), "The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges", Management Science, 2016, 62:4 , 1042-1063.
Y. Kato-Lin, R. Padman, K. Kanel, T. Fera, "The Impact of Technology Failure on Electronic Prescribing Behavior in Primary Care: A Case Study", © Springer International Publishing Switzerland 2016, A. Gupta et al. (eds.), Advances in Healthcare Informatics And Analytics, Annals of Information Systems 19, DOI 10.1007/978-3-319-23294-2_1.
Y. Zhang, R. Padman, L. Wasserman, N. Patel, P. Teredesai, Q. Xie (2015), "On Clinical Pathway Discovery from Electronic Health Record Data", IEEE Intelligent Systems. January/February 2015, pp. 70-75.
Kato-Lin Y-C, Krishnamurti L, Padman R, Seltman HJ (2014), "Does e-pain plan improve management of sickle cell disease associated vaso-occlusive pain crisis? A mixed methods evaluation", Int J Med Inf. 2014; 83(11):814-24.
C. Jung, R. Padman (2014), "Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations", International Journal of Medical Informatics, Vol. 83, Issue 12, p901-914.
S. Mitra, R. Padman (2014), "Understanding the Role of Social Media in Healthcare via Analytics: A Health Plan Perspective", Book Chapter in Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Editors: H. Yang, E.K. Lee), Wiley Series in Operations Research and Management Science (WORMS), John Wiley & Sons (Publisher), NJ.
Y. Zhang, R. Padman, JE. Levin (2014), "Paving the COWpath: Data-Driven Design of Pediatric Order Sets", Journal of American Medical Informatics Association (JAMIA).
C. Jung, R. Padman (2014), "Disruptive Digital Innovations in Health Care Delivery: The Case for Patient Portals and Online Clinical Consultations", Invited Book Chapter, in The Handbook of Service Innovation (Editors: R. Agarwal, W. Selen, EG. Roos, R. Green).
S. Mitra, R. Padman (2014), "Engagement with Social Media Platforms via Mobile apps for Improving Quality of Personal Health Management: A Healthcare Analytics Case Study", Journal of Cases on Information Technology (JCIT).
X. Bai, R. Krishnan, R. Padman, H.J. Wang (2013), "On Risk Management with Information Flows in Business Processes", Information Systems Research, 24(3): 731-749.
S. Mitra, R. Padman (2012), "Privacy and Security Concerns in adopting Social media for Personal Health Management - A Health Plan Case Study", Journal of Cases on Information Technology (JCIT), Special Issue on Health Care Information Technology Cases, October-December 2012, Vol. 14, No. 4, 12-27. (Selected by Informed Librarian Online (www.informedlibrarian.com) as Featured Article in June, 2013 issue).
C. Harle, D. Neill, R. Padman (2012), "Development and Evaluation of An Information Visualization System for Chronic Disease Risk Assessment", IEEE Intelligent Systems, 2012:27(6):81-85.
S. Mitra, R. Padman (2012), "Exploring Social Media for Health and Wellness: A Health Plan Case Study", Journal of Cases on Information Technology, Special Issue on Healthcare Analytics. (Selected by Informed Librarian Online (www.informedlibrarian.com) as Featured Article in November, 2012 issue).
M.P. Johnson, K. Zheng, R. Padman (2012), "Modeling the Longitudinality of User Acceptance of Technology with an evidence-adaptive Clinical Decision Support System", Decision Support Systems, 2014;57:444{53.DOI: 10.1016/j.dss.2012.10.049.
C. Harle, J. Downs, R. Padman (2011), "Effectiveness of Personalized and Interactive Health Risk Calculators: a Randomized Trial", Medical Decision Making, 32 (4): 594-605.
K. Zheng, D.A. Hanauer R. Padman, M.P. Johnson, A.A. Hussain, W. Ye, X. Zhou, H.S. Diamond (2011), "Handling Anticipated Exceptions in Clinical Care: Investigating the Benefits and Consequences of providing "Exit Strategies" in an Electronic Health Records System", Journal of the American Medical Informatics Association (JAMIA), 18(6):883-9 (Best Paper Selection, IMIA Yearbook of Medical Informatics 2012: Human Factors and Organizational Issues).