Rema Padman
Orcid: 0000-0003-4250-4357
According to our database1,
Rema Padman
authored at least 136 papers
between 1989 and 2024.
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Bibliography
2024
On Expert-Machine Partnership to Predict Mortality of Congestive Heart Failure Patients.
Inf. Syst. Manag., October, 2024
Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube.
J. Biomed. Informatics, 2024
YouTube Video Analytics for Patient Engagement: Evidence from Colonoscopy Preparation Videos.
CoRR, 2024
Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach.
CoRR, 2024
Towards Interpretable End-Stage Renal Disease (ESRD) Prediction: Utilizing Administrative Claims Data with Explainable AI Techniques.
CoRR, 2024
Classifying Actionable Information in Videos using HST-CAT: Hybrid Spatiotemporal Cross-Attention Transformer.
Proceedings of the 45th International Conference on Information Systems, 2024
Proceedings of the IEEE Conference on Games, 2024
2023
Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction.
Decis. Support Syst., September, 2023
YouTube Video Analytics for Patient Health Literacy: Evidence from Colonoscopy Preparation Videos.
CoRR, 2023
YouTube Video Analytics for Patient Education: An Exploratory Clustering of Obstructive Sleep Apnea Videos.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Continuous Remote Patient Monitoring for Post-Discharge Heart Failure Management: Workflow Modeling Using Discrete Event Simulation.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
YouTube Videos for Public Health Literacy? A Machine Learning Pipeline to Curate Covid-19 Videos.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
On Curating Responsible and Representative Healthcare Video Recommendations for Patient Education and Health Literacy: An Augmented Intelligence Approach.
CoRR, 2022
Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities.
Comput. Oper. Res., 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Risk Stratification and Prediction of Postoperative Complications Using Temperature Trajectories.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
On Intelligence Augmentation and Visual Analytics to Enhance Clinical Decision Support Systems.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2.
Proceedings of the AMIA 2022, 2022
Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study.
Proceedings of the AMIA 2022, 2022
2021
A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity.
Eur. J. Oper. Res., 2021
Continuous Remote Patient Monitoring: Evaluation of the Heart Failure Cascade Soft Launch.
Appl. Clin. Inform., 2021
Risk Stratifying Heart Failure Readmissions of VAD-Eligible Patients Using Laboratory Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict Readmission.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient Education.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.
IEEE J. Biomed. Health Informatics, 2020
Go to You Tube and Call Me in the Morning: Use of Social Media for Chronic Conditions.
MIS Q., 2020
Trajectories of Repeated Readmissions of Chronic Disease Patients: Risk Stratification, Profiling, and Prediction.
MIS Q., 2020
Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care.
J. Oper. Res. Soc., 2020
Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review.
J. Am. Medical Informatics Assoc., 2020
Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness.
Health Informatics J., 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare Professionals.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms.
Proceedings of the AMIA 2020, 2020
2019
RFID technology-enabled Markov reward process for sequencing care coordination in ambulatory care: A case study.
Int. J. Inf. Manag., 2019
Modeling social learning on consumers' long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model.
Electron. Commer. Res., 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach.
Inf. Syst. Res., 2018
An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system.
Health Informatics J., 2018
Early Stratification of Patients at Risk for Postoperative Complications after Elective Colectomy.
CoRR, 2018
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation.
CoRR, 2018
YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos.
CoRR, 2018
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain.
Appl. Clin. Inform., 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Variable Selection for Chronic Disease Outcome Prediction Using a Causal Inference Technique: A Preliminary Study.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Statistical Modeling of Temperature Trajectories to Assess Risk of Postoperative Complications.
Proceedings of the AMIA 2018, 2018
Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients.
Proceedings of the AMIA 2018, 2018
2017
An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data.
Proceedings of the Summit on Clinical Research Informatics, 2017
2016
The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges.
Manag. Sci., 2016
Mathematical Modelling and Cluster Analysis in Healthcare Analytics - The Case of Length of Stay Management.
Proceedings of the International Conference on Information Systems, 2016
Analyzing Hospital Readmissions Using Creatinine Results for Patients with Many Visits.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016
Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease.
Proceedings of the AMIA 2016, 2016
Pilot Evaluation of a Mobile Application to Reduce Congestive Heart Failure Readmission: The HealthPal Project.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.
J. Biomed. Informatics, 2015
INFORMS J. Comput., 2015
IEEE Intell. Syst., 2015
Utilizing Dental Electronic Health Records Data to Predict Risk for Periodontal Disease.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization.
Proceedings of the International Conference on Information Systems, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
Evaluating Consumer m-Health Services for Promoting Healthy Eating: A Randomized Field Experiment.
Proceedings of the AMIA 2015, 2015
Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space.
Proceedings of the AMIA 2015, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Engagement with Social Media Platforms via Mobile Apps for Improving Quality of Personal Health Management: A Healthcare Analytics Case Study.
J. Cases Inf. Technol., 2014
Does e-pain plan improve management of sickle cell disease associated vaso-occlusive pain crisis? A mixed methods evaluation.
Int. J. Medical Informatics, 2014
Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations.
Int. J. Medical Informatics, 2014
Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system.
Decis. Support Syst., 2014
Examining the Social Influence on Information Technology Sustained Use in a Community Health System: A Hierarchical Bayesian Learning Method Analysis.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease.
Proceedings of the AMIA 2014, 2014
2013
Inf. Syst. Res., 2013
Engineering And Pilot Proxy Evaluation Of A Spoken Web Enabled Care Management Platform.
Proceedings of the UKAIS 2013, 2013
Physician's Usage Of Mobile Clinical Applications In A Community Hospital: A Longitudinal Analysis Of Adoption Behavior.
Proceedings of the UKAIS 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
An Evaluation Framework and A Pilot Study of a Mobile Platform for Diabetes Self-Management: Insights from Pediatric Users.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
Volume Based Learning in Structured eVisits: Impact of Individual and Organizational Experience on Service Efficiency.
Proceedings of the AMIA 2013, 2013
2012
Privacy and Security Concerns in Adopting Social Media for Personal Health Management: A Health Plan Case Study.
J. Cases Inf. Technol., 2012
J. Cases Inf. Technol., 2012
IEEE Intell. Syst., 2012
Proceedings of the AMIA 2012, 2012
Evaluation of a Mobile Diabetes Self-Management Platform: A Pilot Case Study with Pediatric Users.
Proceedings of the AMIA 2012, 2012
EHR Usability: Experiments in the Voice World with a Spoken Web enabled Care Management Platform (SW-CMP).
Proceedings of the AMIA 2012, 2012
Impact of Digitization of Sickle Cell Disease Individual Pain Plan on Process Outcomes and Care Coordination: A Retrospective Analysis in Pediatrics.
Proceedings of the AMIA 2012, 2012
2011
J. Oper. Res. Soc., 2011
Handling anticipated exceptions in clinical care: investigating clinician use of 'exit strategies' in an electronic health records system.
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
Proceedings of the 10th Annual Workshop on the Economics of Information Security, 2011
2010
Social networks and physician adoption of electronic health records: insights from an empirical study.
J. Am. Medical Informatics Assoc., 2010
Proceedings of the MEDINFO 2010, 2010
2009
Research Article: An Interface-driven Analysis of User Interactions with an Electronic Health Records System.
J. Am. Medical Informatics Assoc., 2009
Design, Implementation, and Preliminary Evaluation of a Web-Based Health Risk Calculator.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
2008
INFORMS J. Comput., 2008
Proceedings of the AMIA 2008, 2008
The Impact Of Web-Based Diabetes Risk Calculators On Information Processing and Risk Perceptions.
Proceedings of the AMIA 2008, 2008
2007
Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 2, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Proceedings of the International Conference on Information Systems, 2007
2006
Knowledge integration using problem spaces: A study in resource-constrained project scheduling.
J. Sched., 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Analyzing the Effect of Data Quality on the Accuracy of Clinical Decision Support Systems: A Computer Simulation Approach.
Proceedings of the AMIA 2006, 2006
2005
Inf. Syst. Res., 2005
Understanding technology adoption in clinical care: Clinician adoption behavior of a point-of-care reminder system.
Int. J. Medical Informatics, 2005
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005
2004
An Adoption Study of a Clinical Reminder System in Ambulatory Care Using A Developmental Trajectory Approach.
Proceedings of the MEDINFO 2004, 2004
Proceedings of the MEDINFO 2004, 2004
Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004
2001
Ann. Oper. Res., 2001
2000
Inf. Syst. Frontiers, 2000
1998
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998
1997
Ann. Oper. Res., 1997
Quality Metrics for Healthcare Data: An Analytical Approach.
Proceedings of the Second Conference on Information Quality (IQ 1997), 1997
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997
1993
Interdiction's impact on the structure and behavior of the export-import sector for illicit drugs.
ZOR Methods Model. Oper. Res., 1993
INFORMS J. Comput., 1993
1989
Proceedings of the 21st Winter Simulation Conference, 1989