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Author Details

Rema Padman
Carnegie Mellon University.
2000
73
14
PMIDPaper TitleJournal TitlePublished Year
34446286Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores.J Thorac Cardiovasc Surg2023
37916063Identifying Credible Sources of Health Information in Social Media: Phase 2-Considerations for Non-Accredited Nonprofit Organizations, For-Profit Entities, and Individual Sources.NAM Perspect2023
36716097A Machine Learning Approach to Support Urgent Stroke Triage Using Administrative Data and Social Determinants of Health at Hospital Presentation: Retrospective Study.J Med Internet Res2023
35877122Association of Health Insurance Literacy With Financial Hardship in Patients With Cancer.JAMA Netw Open2022
36173958Developing a common data model approach for DISCOVER CKD: A retrospective, global cohort of real-world patients with chronic kidney disease.PLoS One2022
36006689Continuous Remote Patient Monitoring in Patients With Heart Failure (Cascade Study): Protocol for a Mixed Methods Feasibility Study.JMIR Res Protoc2022
32739256Delineating Pathways to Death by Multisystem Organ Failure in Patients With a Left Ventricular Assist Device.Ann Thorac Surg2021
33690687Using machine learning to improve risk prediction in durable left ventricular assist devices.PLoS One2021
34965606Continuous Remote Patient Monitoring: Evaluation of the Heart Failure Cascade Soft Launch.Appl Clin Inform2021
33936436Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms.AMIA Annu Symp Proc2021
33221198Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation.Ann Thorac Surg2021
30666887Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness.Health Informatics J2020
31831453Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.IEEE J Biomed Health Inform2020
33206054Impact of Pediatric Mobile Game Play on Healthy Eating Behavior: Randomized Controlled Trial.JMIR Mhealth Uhealth2020
33202021Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review.J Am Med Inform Assoc2020
32308835An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services.AMIA Annu Symp Proc2020
31393363The impact of Medicare part D prescription drug benefit program on generic drug prescription: A study in long-term care facilities.Medicine (Baltimore)2019
31437932Visual Analytics for Congestive Heart Failure Mortality Prediction.Stud Health Technol Inform2019
28551859Cognitive workload reduction in hospital information systems : Decision support for order set optimization.Health Care Manag Sci2018
29888087Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data.AMIA Jt Summits Transl Sci Proc2018
30068266An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system.Health Informatics J2018
29854113deidentify.AMIA Annu Symp Proc2018
31215903Analysing repeated hospital readmissions using data mining techniques.Health Syst (Basingstoke)2018
30815162Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients.AMIA Annu Symp Proc2018
30566964Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain.Appl Clin Inform2018
29295057E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages.Stud Health Technol Inform2017
31214343Analysing repeated hospital readmissions using data mining techniques.Health Syst (Basingstoke)2017
28269937Exploring Dynamic Risk Prediction for Dialysis Patients.AMIA Annu Symp Proc2017
28269932Multi-Trajectory Models of Chronic Kidney Disease Progression.AMIA Annu Symp Proc2017
29295181An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions.Stud Health Technol Inform2017
29295078An Exploratory Analysis of Game Telemetry from a Pediatric mHealth Intervention.Stud Health Technol Inform2017
27982668Data-driven clinical and cost pathways for chronic care delivery.Am J Manag Care2016
26760429Innovations in chronic care delivery using data-driven clinical pathways.Am J Manag Care2015
26262380Utilizing Dental Electronic Health Records Data to Predict Risk for Periodontal Disease.Stud Health Technol Inform2015
26262362On Analyzing Readmissions Using A Trajectory Model: Evidence From Israel.Stud Health Technol Inform2015
26262062Improving Hospital-Wide Early Resource Allocation through Machine Learning.Stud Health Technol Inform2015
26419864Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.J Biomed Inform2015
26958294Evaluating Consumer m-Health Services for Promoting Healthy Eating: A Randomized Field Experiment.AMIA Annu Symp Proc2015
26958281Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space.AMIA Annu Symp Proc2015
24674844Paving the COWpath: data-driven design of pediatric order sets.J Am Med Inform Assoc2014
25954471On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease.AMIA Annu Symp Proc2014
25193501Virtualized healthcare delivery: understanding users and their usage patterns of online medical consultations.Int J Med Inform2014
25179666Does e-pain plan improve management of sickle cell disease associated vaso-occlusive pain crisis? a mixed methods evaluation.Int J Med Inform2014
23920571An evaluation framework and a pilot study of a mobile platform for diabetes self-management: insights from pediatric users.Stud Health Technol Inform2013
23920978Preliminary evaluations of a spoken web enabled care management platform.Stud Health Technol Inform2013
23920924An integrated risk assessment tool for team-based periodontal disease management.Stud Health Technol Inform2013
23920862Toward image analysis and decision support for ultrasound technology.Stud Health Technol Inform2013
23920675On behavioral decision making and mobile health: a case study.Stud Health Technol Inform2013
23920661Process visibility analysis in ambulatory care: a simulation study with RFID data.Stud Health Technol Inform2013
23920654Reducing provider cognitive workload in CPOE use: optimizing order sets.Stud Health Technol Inform2013
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Collaborators

Yiye Zhang
NYP Weill Cornell Medical Center, NewYork-Presbyterian Hospital
Co-authored papers 14
Kai Zheng
University of California irvine
Co-authored papers 7
Anthony Solomonides
Research Institute, NorthShore University HealthSystem
Co-authored papers 4
Christopher A Harle
Richard M. Fairbanks School of Public Health, Indiana University
Co-authored papers 3
Thankam P Thyvalikakath
Indiana University Indianapolis
Co-authored papers 2
Himasagar Molakapuri
Heinz College of Information Systems and Public Policy, Carnegie Mellon University
Co-authored papers 1
Dong-Lien Lin
Heinz College of Information Systems and Public Policy, Carnegie Mellon University
Co-authored papers 1
Edoardo M Airoldi
Temple University
Co-authored papers 1
Parth Shah
Heinz College of Information Systems and Public Policy, Carnegie Mellon University
Co-authored papers 1
Susan J Curry
University of Washington
Co-authored papers 1
David A Hanauer
University of Michigan ann arbor
Co-authored papers 1
SriManikanth Nunna
Heinz College of Information Systems and Public Policy, Carnegie Mellon University
Co-authored papers 1
Shiv Dua
4 George Washington University School of Medicine and Health Sciences
Co-authored papers 1
Jiaoying Lian
Heinz College of Information Systems and Public Policy, Carnegie Mellon University
Co-authored papers 1
Mary E Keebler
Co-authored papers 1
Disha Gupta
Nanyang Technological University
Co-authored papers 1
Rishikesan Kamaleswaran
Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center
Co-authored papers 1
Artur Dubrawski
Carnegie Mellon University
Co-authored papers 1
Xue Bai
Inner Mongolia University of Technology
Co-authored papers 1
Release 1.2