Rema Padman

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 57

Top Venues

Publications

Krishna Pothugunta, Xiao Liu, Anjana Susarla, Rema Padman
Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube. J. Biomed. Informatics 157 (2024)
Ruoyu Zhang, Jennifer Shin, Kristine Schulz, Xiao Liu, Anjana Susarla, Rema Padman
YouTube Video Analytics for Patient Education: An Exploratory Clustering of Obstructive Sleep Apnea Videos. MedInfo (2023)
Rema Padman, Anirudh Vaidhyaa Venkatasubramanian, Wei Ning Chi, Anthony Solomonides, Nirav Shah
Continuous Remote Patient Monitoring for Post-Discharge Heart Failure Management: Workflow Modeling Using Discrete Event Simulation. MedInfo (2023)
Yawen Guo, Xiao Liu, Anjana Susarla, Rema Padman
YouTube Video Analytics for Patient Health Literacy: Evidence from Colonoscopy Preparation Videos. CoRR (2023)
Yawen Guo, Xiao Liu, Anjana Susarla, Rema Padman
YouTube Videos for Public Health Literacy? A Machine Learning Pipeline to Curate Covid-19 Videos. MedInfo (2023)
Ofir Ben-Assuli, Tsipi Heart, Robert Klempfner, Rema Padman
Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction. Decis. Support Syst. 172 (2023)
Rema Padman, Jennifer Grant, Urmila Ravichandran, Ravi Bashyal, Nirav Shah
Risk Stratification and Prediction of Postoperative Complications Using Temperature Trajectories. HICSS (2022)
Philipp Burckhardt, Saba Al-Sayouri, Rema Padman
Data Science for Healthcare via an E-Learning Statistics Platform. ICHI (2022)
Krishna Pothugunta, Xiao Liu, Anjana Susarla, Rema Padman
On Curating Responsible and Representative Healthcare Video Recommendations for Patient Education and Health Literacy: An Augmented Intelligence Approach. CoRR (2022)
Tsipi Heart, Rema Padman, Ofir Ben-Assuli, David Gefen, Robert Klempfner
On Intelligence Augmentation and Visual Analytics to Enhance Clinical Decision Support Systems. HICSS (2022)
Karmel S. Shehadeh, Rema Padman
Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities. Comput. Oper. Res. 137 (2022)
Wei Ning Chi, Courtney Reamer, Robert Gordon, Nitasha Sarswat, Charu Gupta, Monika Krezalek, Klara Brugger, Emily White Vangompel, Izabella Szum, Melissa Morton-Jost, Urmila Ravichandran, Karen Larimer, David Victorson, John Erwin, Lakshmi Halasyamani, Anthony Solomonides, Rema Padman, Nirav Shah
Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study. AMIA (2022)
Wei Ning Chi, Courtney Reamer, Robert Gordon, Nitasha Sarswat, Charu Gupta, Emily White Vangompel, Safwan Gaznabi, Izabella Szum, Melissa Morton-Jost, Urmila Ravichandran, Tovah Klein, Karen Larimer, David Victorson, John Erwin, Lakshmi Halasyamani, Anthony Solomonides, Rema Padman, Nirav Shah
Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2. AMIA (2022)
Yawen Guo, Xiao Liu, Anjana Susarla, Rema Padman
YouTube Video Analytics for COVID-19 Literacy. AMIA (2021)
Wei Ning Chi, Courtney Reamer, Robert Gordon, Nitasha Sarswat, Charu Gupta, Emily White Vangompel, Julie Dayiantis, Melissa Morton-Jost, Urmila Ravichandran, Karen Larimer, David Victorson, John Erwin, Lakshmi Halasyamani, Anthony Solomonides, Rema Padman, Nirav S. Shah
Continuous Remote Patient Monitoring: Evaluation of the Heart Failure Cascade Soft Launch. Appl. Clin. Inform. 12 (5) (2021)
Jinchen Xie, Arman Kilic, Rema Padman
Risk Stratifying Heart Failure Readmissions of VAD-Eligible Patients Using Laboratory Data. AMIA (2021)
Karmel S. Shehadeh, Rema Padman
A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity. Eur. J. Oper. Res. 290 (3) (2021)
Rema Padman, Sameera Kodi, Urmila Ravichandran, Nirav Shah
Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict Readmission. AMIA (2021)
Xiao Liu, Anjana Susarla, Rema Padman
YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient Education. AMIA (2021)
Daniel Gartner, Rema Padman
Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care. J. Oper. Res. Soc. 71 (7) (2020)
Ofir Ben-Assuli, Rema Padman, Itamar Shabtai
Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness. Health Informatics J. 26 (1) (2020)
Xiao Liu, Bin Zhang, Anjana Susarla, Rema Padman
Go to You Tube and Call Me in the Morning: Use of Social Media for Chronic Conditions. MIS Q. 44 (1) (2020)
Ofir Ben-Assuli, Rema Padman
Trajectories of Repeated Readmissions of Chronic Disease Patients: Risk Stratification, Profiling, and Prediction. MIS Q. 44 (1) (2020)
Faezeh Movahedi, Robert L. Kormos, Lisa C. Lohmueller, Laura Seese, Manreet K. Kanwar, Srinivas Murali, Yiye Zhang, Rema Padman, James F. Antaki
Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Rishikesan Kamaleswaran, Jiaoying Lian, Dong-Lien Lin, Himasagar Molakapuri, Sri Manikanth Nunna, Parth Shah, Shiv Dua, Rema Padman
Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms. AMIA (2020)
Wen Wang, Han Zhao, Honglei Zhuang, Nirav Shah, Rema Padman
DyCRS: Dynamic Interpretable Postoperative Complication Risk Scoring. WWW (2020)
Faezeh Movahedi, Rema Padman, James F. Antaki
Limitations of ROC on Imbalanced Data: Evaluation of LVAD Mortality Risk Scores. CoRR (2020)
Min Chen, Xuan Tan, Rema Padman
Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Daniel Gartner, Rema Padman
Flexible hospital-wide elective patient scheduling. J. Oper. Res. Soc. 71 (6) (2020)
Philipp Burckhardt, Lindsay K. Graff, Divya Venkat, Shiv Dua, Rema Padman
Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare Professionals. ICHI (2020)
Rosie Fleming, Daniel Gartner, Rema Padman, Dafydd James
An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services. AMIA (2019)
Xiao Liu, Bin Zhang, Anjana Susarla, Rema Padman
YouTube Video Analytics for Patient Self-Care of Chronic Diseases. AMIA (2019)
Rema Padman, Ofir Ben-Assuli, Tsipi Heart, Nir Shlomo, Robert Klempfner
Visual Analytics for Congestive Heart Failure Mortality Prediction. MedInfo (2019)
Yi-Chin Kato-Lin, Rema Padman
RFID technology-enabled Markov reward process for sequencing care coordination in ambulatory care: A case study. Int. J. Inf. Manag. 48 (2019)
Haijing Hao, Rema Padman, Baohong Sun, Rahul Telang
Modeling social learning on consumers' long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model. Electron. Commer. Res. 19 (1) (2019)
John Richard Lee, Bilal Chughtai, Rema Padman
Variable Selection for Chronic Disease Outcome Prediction Using a Causal Inference Technique: A Preliminary Study. ICHI (2018)
Haijing Hao, Rema Padman, Baohong Sun, Rahul Telang
Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach. Inf. Syst. Res. 29 (1) (2018)
Rema Padman, Jennifer Grant, Urmila Ravichandran, Michael Turner, Prashanth Raja, Yazhini Mathiyalagan, Ronak Parikh, Ari Robicsek, Nirav Shah
Statistical Modeling of Temperature Trajectories to Assess Risk of Postoperative Complications. AMIA (2018)
Xiao Liu, Bin Zhang, Anjana Susarla, Rema Padman
YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos. CoRR (2018)
Haijing Hao, Rema Padman
An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system. Health Informatics J. 24 (3) (2018)
Wen Wang, Rema Padman, Nirav Shah
Early Stratification of Patients at Risk for Postoperative Complications after Elective Colectomy. CoRR (2018)
Goutham Rao, Katherine Kirley, Paul Epner, Yiye Zhang, Victoria Bauer, Rema Padman, Ying Zhou, Anthony Solomonides
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain. Appl. Clin. Inform. 9 (04) (2018)
Kaung Khin, Philipp Burckhardt, Rema Padman
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation. CoRR (2018)
Philipp Burckhardt, Daniel S. Nagin, Vijaya P. Vijayasarathy, Rema Padman
Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients. AMIA (2018)
Faezeh Movahedi, Yiye Zhang, Rema Padman, James F. Antaki
Mining Temporal Patterns from Sequential Healthcare Data. ICHI (2018)
Daniel Gartner, Rema Padman
E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages. MedInfo (2017)
Yiye Zhang, Rema Padman
An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions. MedInfo (2017)
Philipp Burckhardt, Rema Padman
deidentify. AMIA (2017)
Rema Padman, Disha Gupta, Bhargav Sri Prakash, Chelladurai Krishnan, K. Panchatcharam
An Exploratory Analysis of Game Telemetry from a Pediatric mHealth Intervention. MedInfo (2017)
Yiye Zhang, Rema Padman
On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data. CRI (2017)
Yiye Zhang, Rema Padman
Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease. AMIA (2016)
Philipp Burckhardt, Daniel S. Nagin, Rema Padman
Multi-Trajectory Models of Chronic Kidney Disease Progression. AMIA (2016)
Ofir Ben-Assuli, Rema Padman, Moshe Leshno, Itamar Shabtai
Analyzing Hospital Readmissions Using Creatinine Results for Patients with Many Visits. EUSPN/ICTH (2016)
Idris Adjerid, Alessandro Acquisti, Rahul Telang, Rema Padman, Julia Adler-Milstein
The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges. Manag. Sci. 62 (4) (2016)
Malte Ganssauge, Rema Padman, Pradip Teredesai, Ameet Karambelkar
Exploring Dynamic Risk Prediction for Dialysis Patients. AMIA (2016)
Daniel Gartner, Rema Padman
Mathematical Modelling and Cluster Analysis in Healthcare Analytics - The Case of Length of Stay Management. ICIS (2016)
Minal A. Singhee, Rema Padman, M. Sriram Iyengar, Daniel Gartner, Robert Monte, Ashley Ketterer, Brianna Scott, Angelo Baiocchi
Pilot Evaluation of a Mobile Application to Reduce Congestive Heart Failure Readmission: The HealthPal Project. AMIA (2016)
Yiye Zhang, Rema Padman
Data Driven Order Set Development Using Metaheuristic Optimization. AIME (2015)
Thankam P. Thyvalikakath, Rema Padman, Karnali Vyawahare, Pratiksha Darade, Rhucha Paranjape
Utilizing Dental Electronic Health Records Data to Predict Risk for Periodontal Disease. MedInfo (2015)
Ofir Ben-Assuli, Rema Padman, Martha Bowman, Moshe Leshno, Itamar Shabtai
On Analyzing Readmissions Using A Trajectory Model: Evidence From Israel. MedInfo (2015)
Daniel Gartner, Rainer Kolisch, Daniel B. Neill, Rema Padman
Machine Learning Approaches for Early DRG Classification and Resource Allocation. INFORMS J. Comput. 27 (4) (2015)
Daniel Gartner, Rema Padman
Improving Hospital-Wide Early Resource Allocation through Machine Learning. MedInfo (2015)
Yi-Chin Kato-Lin, Rema Padman, Julie S. Downs, Vibhanshu Abhishek
Evaluating Consumer m-Health Services for Promoting Healthy Eating: A Randomized Field Experiment. AMIA (2015)
Ahmad Mohawish, Ragini Rathi, Vibhanshu Abhishek, Thomas Lauritzen, Rema Padman
Predicting Coronary Heart Disease risk using health risk assessment data. HealthCom (2015)
Yiye Zhang, Rema Padman, Larry A. Wasserman, Nirav Patel, Pradip Teredesai, Qizhi Xie
On Clinical Pathway Discovery from Electronic Health Record Data. IEEE Intell. Syst. 30 (1) (2015)
Philipp Burckhardt, Rema Padman
Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space. AMIA (2015)
Yiye Zhang, Rema Padman, Nirav Patel
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data. J. Biomed. Informatics 58 (2015)
Daniel Gartner, Yiye Zhang, Rema Padman
Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization. ICIS (2015)
Haijing Hao, Rema Padman, Baohong Sun, Rahul Telang
Examining the Social Influence on Information Technology Sustained Use in a Community Health System: A Hierarchical Bayesian Learning Method Analysis. HICSS (2014)
Sinjini Mitra, Rema Padman
Engagement with Social Media Platforms via Mobile Apps for Improving Quality of Personal Health Management: A Healthcare Analytics Case Study. J. Cases Inf. Technol. 16 (1) (2014)
Yi-Chin Kato-Lin, Lakshmanan Krishnamurti, Rema Padman, Howard J. Seltman
Does e-pain plan improve management of sickle cell disease associated vaso-occlusive pain crisis? A mixed methods evaluation. Int. J. Medical Informatics 83 (11) (2014)
Yiye Zhang, Rema Padman, Larry A. Wasserman
On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. AMIA (2014)
Changmi Jung, Rema Padman
Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations. Int. J. Medical Informatics 83 (12) (2014)
Michael P. Johnson, Kai Zheng, Rema Padman
Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system. Decis. Support Syst. 57 (2014)
Rema Padman, Sravani Jaladi, Sean Kim, Saumitra Kumar, Philip Orbeta, Kate Rudolph, Tony Tran
An Evaluation Framework and A Pilot Study of a Mobile Platform for Diabetes Self-Management: Insights from Pediatric Users. MedInfo (2013)
Changmi Jung, Rema Padman, Linda Argote
Volume Based Learning in Structured eVisits: Impact of Individual and Organizational Experience on Service Efficiency. AMIA (2013)
Xue Bai, Ramayya Krishnan, Rema Padman, Harry Jiannan Wang
On Risk Management with Information Flows in Business Processes. Inf. Syst. Res. 24 (3) (2013)
Thankam P. Thyvalikakath, Rema Padman, Sugandh Gupta
An Integrated Risk Assessment Tool for Team-based Periodontal Disease Management. MedInfo (2013)
Divya Krishnan, Rema Padman
On Behavioral Decision Making and Mobile Health: A Case Study. MedInfo (2013)
Yi-Chin Lin, Rema Padman
Process Visibility Analysis in Ambulatory Care: A Simulation Study with RFID Data. MedInfo (2013)
Gillian Crofts, Rema Padman, Nisha Maharaja
Toward Image Analysis and Decision Support for Ultrasound Technology. MedInfo (2013)
Haijing Hao, Rema Padman, Rahul Telang
Physician's Usage Of Mobile Clinical Applications In A Community Hospital: A Longitudinal Analysis Of Adoption Behavior. UKAIS (2013)
Yiye Zhang, Rema Padman, James E. Levin
Reducing Provider Cognitive Workload in CPOE Use: Optimizing Order Sets. MedInfo (2013)
Rema Padman, Erika Beam, Rachel Szewczyk, Arun Kumar
Engineering And Pilot Proxy Evaluation Of A Spoken Web Enabled Care Management Platform. UKAIS (2013)
Yiye Zhang, James E. Levin, Rema Padman
Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment. HICSS (2013)
Rema Padman, Erika Beam, Rachel Szewczyk
Preliminary Evaluations of a Spoken Web Enabled Care Management Platform. MedInfo (2013)
Tony Tran, Kate Rudolph, Philip Orbeta, Sravani Jaladi, Sean Kim, Saumitra Kumar, Rema Padman
Evaluation of a Mobile Diabetes Self-Management Platform: A Pilot Case Study with Pediatric Users. AMIA (2012)
Sinjini Mitra, Rema Padman
Exploring Social Media for Health and Wellness: A Health Plan Case Study. J. Cases Inf. Technol. 14 (2) (2012)
Yiye Zhang, James E. Levin, Rema Padman
Data-driven Order Set Generation and Evaluation in the Pediatric Environment. AMIA (2012)
Christopher A. Harle, Daniel B. Neill, Rema Padman
Information Visualization for Chronic Disease Risk Assessment. IEEE Intell. Syst. 27 (6) (2012)
Sinjini Mitra, Rema Padman
Privacy and Security Concerns in Adopting Social Media for Personal Health Management: A Health Plan Case Study. J. Cases Inf. Technol. 14 (4) (2012)
Rema Padman, Erika Beam, Rachel Szewczyk, Arun Kumar, Amit Anil Nanavati, Pawan Khera
EHR Usability: Experiments in the Voice World with a Spoken Web enabled Care Management Platform (SW-CMP). AMIA (2012)
Yi-Chin Lin, Rema Padman, Lakshmanan Krishnamurti
Impact of Digitization of Sickle Cell Disease Individual Pain Plan on Process Outcomes and Care Coordination: A Retrospective Analysis in Pediatrics. AMIA (2012)
Stephen F. Roehrig, Rema Padman, Ramayya Krishnan, George T. Duncan
Exact and heuristic methods for cell suppression in multi-dimensional linked tables. J. Oper. Res. Soc. 62 (2) (2011)
Kai Zheng, David A. Hanauer, Rema Padman, Michael P. Johnson, Anwar A. Hussain, Wen Ye, Xiaomu Zhou, Herbert S. Diamond
Handling anticipated exceptions in clinical care: investigating clinician use of 'exit strategies' in an electronic health records system. J. Am. Medical Informatics Assoc. 18 (6) (2011)
Idris Adjerid, Alessandro Acquisti, Rema Padman, Rahul Telang, Julia Adler-Milstein
Health Disclosure Laws and Health Information Exchanges. WEIS (2011)
Sharique Hasan, George T. Duncan, Daniel B. Neill, Rema Padman
Automatic detection of omissions in medication lists. J. Am. Medical Informatics Assoc. 18 (4) (2011)
Rema Padman, Grant Shevchik, Suzanne Paone, Carl Dolezal, Jody Cervenak
eVisit: A Pilot Study of a New Kind of Healthcare Delivery. MedInfo (2010)
Kai Zheng, Rema Padman, David Krackhardt, Michael P. Johnson, Herbert S. Diamond
Social networks and physician adoption of electronic health records: insights from an empirical study. J. Am. Medical Informatics Assoc. 17 (3) (2010)
Christopher A. Harle, Rema Padman, Julie S. Downs
Design, Implementation, and Preliminary Evaluation of a Web-Based Health Risk Calculator. HICSS (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rema Padman