Adaptive distribution of model components via congestion measures. - Murali S. Shanker; W. David Kelton; Rema Padman (WSC, 1989)

Dual Algorithms for Pure Network Problems. - Agha Iqbal Ali; Rema Padman; Hemalatha Thiagarajan (Oper. Res., 1989)

Measuring Congestion for Dynamic Task Allocation in Distributed Simulation. - Murali S. Shanker; W. David Kelton; Rema Padman (INFORMS J. Comput., 1993)

Interdiction's impact on the structure and behavior of the export-import sector for illicit drugs. - Jonathan P. Caulkins; Rema Padman (ZOR Methods Model. Oper. Res., 1993)

Cell Suppression to Limit Content-Based Disclosure. - George T. Duncan; Ramayya Krishnan; Rema Padman (HICSS (3), 1997)

Quality Metrics for Healthcare Data: An Analytical Approach. - Rema Padman; Melissa Tzourakis (IQ, 1997)

Connectionist approaches for solver selection in constrained project scheduling. - Dan Zhu; Rema Padman (Ann. Oper. Res., 1997)

Inference of Three-Way Table Entries from Two-Dimensional Projections. - Stephen F. Roehrig; George T. Duncan; Ramayya Krishnan; Rema Padman (HICSS (6), 1998)

Assessing Data Quality in Accouting Information Systems. - David Kaplan; Ramayya Krishnan; Rema Padman; James Peters (Commun. ACM, 1998)

IBIZA: E-market Infrastructure for Custom-built Information Products. - Ashish Arora; Gregory Cooper; Ramayya Krishnan; Rema Padman (Inf. Syst. Frontiers, 2000)

A Two Stage Search Heuristic for Scheduling Payments in Projects. - Nalini Dayanand; Rema Padman (Ann. Oper. Res., 2001)

Project Contracts and Payment Schedules: The Client's Problem. - Nalini Dayanand; Rema Padman (Manag. Sci., 2001)

On Privacy-Preserving Access to Distributed Heterogeneous Healthcare Information. - Claus Boyens; Ramayya Krishnan; Rema Padman (HICSS, 2004)

Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts. - Edoardo M. Airoldi; Xue Bai; Rema Padman (WebKDD, 2004)

Privacy-Preserving Data Releases for Health Report Generation. - Claus Boyens; Ramayya Krishnan; Rema Padman (MedInfo, 2004)

An Adoption Study of a Clinical Reminder System in Ambulatory Care Using A Developmental Trajectory Approach. - Kai Zheng 002; Rema Padman; Michael P. Johnson; John Engberg; Herbert S. Diamond (MedInfo, 2004)

On Learning Parsimonious Models for Extracting Consumer Opinions. - Xue Bai; Rema Padman; Edoardo M. Airoldi (HICSS, 2005)

Understanding technology adoption in clinical care: Clinician adoption behavior of a point-of-care reminder system. - Kai Zheng 002; Rema Padman; Michael P. Johnson; Herbert S. Diamond (Int. J. Medical Informatics, 2005)

On Data Reliability Assessment in Accounting Information Systems. - Ramayya Krishnan; James Peters; Rema Padman; David Kaplan (Inf. Syst. Res., 2005)

Analyzing the Effect of Data Quality on the Accuracy of Clinical Decision Support Systems: A Computer Simulation Approach. - Sharique Hasan; Rema Padman (AMIA, 2006)

Incremental hierarchical clustering of text documents. - Nachiketa Sahoo; Jamie Callan; Ramayya Krishnan; George T. Duncan; Rema Padman (CIKM, 2006)

Knowledge integration using problem spaces: A study in resource-constrained project scheduling. - Rema Padman; Dan Zhu (J. Sched., 2006)

A Risk Management Approach to Business Process Design. - Xue Bai; Rema Padman; Ramayya Krishnan (ICIS, 2007)

A New Machine Learning Classifier for High Dimensional Healthcare Data. - Rema Padman; Xue Bai; Edoardo M. Airoldi (MedInfo, 2007)

User Interface Optimization for an Electronic Medical Record System. - Kai Zheng 002; Rema Padman; Michael P. Johnson (MedInfo, 2007)

Evaluation of Healthcare IT Applications: The User Acceptance Perspective. - Kai Zheng 002; Rema Padman; Michael P. Johnson; Herbert S. Diamond (Advanced Computational Intelligence Paradigms in Healthcare - 2, 2007)

The Impact Of Web-Based Diabetes Risk Calculators On Information Processing and Risk Perceptions. - Christopher A. Harle; Rema Padman; Julie S. Downs (AMIA, 2008)

Towards a Collaborative Filtering Approach to Medication Reconciliation. - Sharique Hasan; George T. Duncan; Daniel B. Neill; Rema Padman (AMIA, 2008)

Tabu Search-Enhanced Graphical Models for Classification in High Dimensions. - Xue Bai; Rema Padman; Joseph D. Ramsey; Peter Spirtes (INFORMS J. Comput., 2008)

Design, Implementation, and Preliminary Evaluation of a Web-Based Health Risk Calculator. - Christopher A. Harle; Rema Padman; Julie S. Downs (HICSS, 2009)

Research Article: An Interface-driven Analysis of User Interactions with an Electronic Health Records System. - Kai Zheng 002; Rema Padman; Michael P. Johnson; Herbert S. Diamond (J. Am. Medical Informatics Assoc., 2009)

eVisit: A Pilot Study of a New Kind of Healthcare Delivery. - Rema Padman; Grant Shevchik; Suzanne Paone; Carl Dolezal; Jody Cervenak (MedInfo, 2010)

Social networks and physician adoption of electronic health records: insights from an empirical study. - Kai Zheng 002; Rema Padman; David Krackhardt; Michael P. Johnson; Herbert S. Diamond (J. Am. Medical Informatics Assoc., 2010)

Health Disclosure Laws and Health Information Exchanges. - Idris Adjerid; Alessandro Acquisti; Rema Padman; Rahul Telang; Julia Adler-Milstein (WEIS, 2011)

Automatic detection of omissions in medication lists. - Sharique Hasan; George T. Duncan; Daniel B. Neill; Rema Padman (J. Am. Medical Informatics Assoc., 2011)

Handling anticipated exceptions in clinical care: investigating clinician use of 'exit strategies' in an electronic health records system. - Kai Zheng 002; David A. Hanauer; Rema Padman; Michael P. Johnson; Anwar A. Hussain; Wen Ye 003; Xiaomu Zhou; Herbert S. Diamond (J. Am. Medical Informatics Assoc., 2011)

Exact and heuristic methods for cell suppression in multi-dimensional linked tables. - Stephen F. Roehrig; Rema Padman; Ramayya Krishnan; George T. Duncan (J. Oper. Res. Soc., 2011)

Impact of Digitization of Sickle Cell Disease Individual Pain Plan on Process Outcomes and Care Coordination: A Retrospective Analysis in Pediatrics. - Yi-Chin Lin 002; Rema Padman; Lakshmanan Krishnamurti (AMIA, 2012)

EHR Usability: Experiments in the Voice World with a Spoken Web enabled Care Management Platform (SW-CMP). - Rema Padman; Erika Beam; Rachel Szewczyk; Arun Kumar 002; Amit Anil Nanavati; Pawan Khera (AMIA, 2012)

Evaluation of a Mobile Diabetes Self-Management Platform: A Pilot Case Study with Pediatric Users. - Tony Tran; Kate Rudolph; Philip Orbeta; Sravani Jaladi; Sean Kim; Saumitra Kumar; Rema Padman (AMIA, 2012)

Data-driven Order Set Generation and Evaluation in the Pediatric Environment. - Yiye Zhang; James E. Levin; Rema Padman (AMIA, 2012)

Information Visualization for Chronic Disease Risk Assessment. - Christopher A. Harle; Daniel B. Neill; Rema Padman (IEEE Intell. Syst., 2012)

Exploring Social Media for Health and Wellness: A Health Plan Case Study. - Sinjini Mitra; Rema Padman (J. Cases Inf. Technol., 2012)

Privacy and Security Concerns in Adopting Social Media for Personal Health Management: A Health Plan Case Study. - Sinjini Mitra; Rema Padman (J. Cases Inf. Technol., 2012)

Volume Based Learning in Structured eVisits: Impact of Individual and Organizational Experience on Service Efficiency. - Changmi Jung; Rema Padman; Linda Argote (AMIA, 2013)

Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment. - Yiye Zhang; James E. Levin; Rema Padman (HICSS, 2013)

Toward Image Analysis and Decision Support for Ultrasound Technology. - Gillian Crofts; Rema Padman; Nisha Maharaja (MedInfo, 2013)

On Behavioral Decision Making and Mobile Health: A Case Study. - Divya Krishnan; Rema Padman (MedInfo, 2013)

Process Visibility Analysis in Ambulatory Care: A Simulation Study with RFID Data. - Yi-Chin Lin 002; Rema Padman (MedInfo, 2013)

Preliminary Evaluations of a Spoken Web Enabled Care Management Platform. - Rema Padman; Erika Beam; Rachel Szewczyk (MedInfo, 2013)

An Evaluation Framework and A Pilot Study of a Mobile Platform for Diabetes Self-Management: Insights from Pediatric Users. - Rema Padman; Sravani Jaladi; Sean Kim; Saumitra Kumar; Philip Orbeta; Kate Rudolph; Tony Tran (MedInfo, 2013)

An Integrated Risk Assessment Tool for Team-based Periodontal Disease Management. - Thankam P. Thyvalikakath; Rema Padman; Sugandh Gupta (MedInfo, 2013)

Reducing Provider Cognitive Workload in CPOE Use: Optimizing Order Sets. - Yiye Zhang; Rema Padman; James E. Levin (MedInfo, 2013)

Physician's Usage Of Mobile Clinical Applications In A Community Hospital: A Longitudinal Analysis Of Adoption Behavior. - Haijing Hao; Rema Padman; Rahul Telang (UKAIS, 2013)

Engineering And Pilot Proxy Evaluation Of A Spoken Web Enabled Care Management Platform. - Rema Padman; Erika Beam; Rachel Szewczyk; Arun Kumar 002 (UKAIS, 2013)

On Risk Management with Information Flows in Business Processes. - Xue Bai; Ramayya Krishnan; Rema Padman; Harry Jiannan Wang (Inf. Syst. Res., 2013)

On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. - Yiye Zhang; Rema Padman; Larry A. Wasserman (AMIA, 2014)

Examining the Social Influence on Information Technology Sustained Use in a Community Health System: A Hierarchical Bayesian Learning Method Analysis. - Haijing Hao; Rema Padman; Baohong Sun; Rahul Telang (HICSS, 2014)

Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system. - Michael P. Johnson; Kai Zheng 002; Rema Padman (Decis. Support Syst., 2014)

Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations. - Changmi Jung; Rema Padman (Int. J. Medical Informatics, 2014)

Does e-pain plan improve management of sickle cell disease associated vaso-occlusive pain crisis? A mixed methods evaluation. - Yi-Chin Kato-Lin; Lakshmanan Krishnamurti; Rema Padman; Howard J. Seltman (Int. J. Medical Informatics, 2014)

Engagement with Social Media Platforms via Mobile Apps for Improving Quality of Personal Health Management: A Healthcare Analytics Case Study. - Sinjini Mitra; Rema Padman (J. Cases Inf. Technol., 2014)

Data Driven Order Set Development Using Metaheuristic Optimization. - Yiye Zhang; Rema Padman (AIME, 2015)

Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space. - Philipp Burckhardt; Rema Padman (AMIA, 2015)

Evaluating Consumer m-Health Services for Promoting Healthy Eating: A Randomized Field Experiment. - Yi-Chin Kato-Lin; Rema Padman; Julie S. Downs; Vibhanshu Abhishek (AMIA, 2015)

Predicting Coronary Heart Disease risk using health risk assessment data. - Ahmad Mohawish; Ragini Rathi; Vibhanshu Abhishek; Thomas Lauritzen; Rema Padman (HealthCom, 2015)

Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization. - Daniel Gartner; Yiye Zhang; Rema Padman (ICIS, 2015)

On Analyzing Readmissions Using A Trajectory Model: Evidence From Israel. - Ofir Ben-Assuli; Rema Padman; Martha Bowman; Moshe Leshno; Itamar Shabtai (MedInfo, 2015)

Improving Hospital-Wide Early Resource Allocation through Machine Learning. - Daniel Gartner; Rema Padman (MedInfo, 2015)

Utilizing Dental Electronic Health Records Data to Predict Risk for Periodontal Disease. - Thankam P. Thyvalikakath; Rema Padman; Karnali Vyawahare; Pratiksha Darade; Rhucha Paranjape (MedInfo, 2015)

On Clinical Pathway Discovery from Electronic Health Record Data. - Yiye Zhang; Rema Padman; Larry A. Wasserman; Nirav Patel; Pradip Teredesai; Qizhi Xie (IEEE Intell. Syst., 2015)

Machine Learning Approaches for Early DRG Classification and Resource Allocation. - Daniel Gartner; Rainer Kolisch; Daniel B. Neill; Rema Padman (INFORMS J. Comput., 2015)

Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data. - Yiye Zhang; Rema Padman; Nirav Patel (J. Biomed. Informatics, 2015)

Multi-Trajectory Models of Chronic Kidney Disease Progression. - Philipp Burckhardt; Daniel S. Nagin; Rema Padman (AMIA, 2016)

Exploring Dynamic Risk Prediction for Dialysis Patients. - Malte Ganssauge; Rema Padman; Pradip Teredesai; Ameet Karambelkar (AMIA, 2016)

Pilot Evaluation of a Mobile Application to Reduce Congestive Heart Failure Readmission: The HealthPal Project. - Minal A. Singhee; Rema Padman; M. Sriram Iyengar; Daniel Gartner; Robert Monte; Ashley Ketterer; Brianna Scott; Angelo Baiocchi (AMIA, 2016)

Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease. - Yiye Zhang; Rema Padman (AMIA, 2016)

Analyzing Hospital Readmissions Using Creatinine Results for Patients with Many Visits. - Ofir Ben-Assuli; Rema Padman; Moshe Leshno; Itamar Shabtai (EUSPN/ICTH, 2016)

Mathematical Modelling and Cluster Analysis in Healthcare Analytics - The Case of Length of Stay Management. - Daniel Gartner; Rema Padman (ICIS, 2016)

The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges. - Idris Adjerid; Alessandro Acquisti; Rahul Telang; Rema Padman; Julia Adler-Milstein (Manag. Sci., 2016)

deidentify. - Philipp Burckhardt; Rema Padman (AMIA, 2017)

On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data. - Yiye Zhang; Rema Padman (CRI, 2017)

E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages. - Daniel Gartner; Rema Padman (MedInfo, 2017)

An Exploratory Analysis of Game Telemetry from a Pediatric mHealth Intervention. - Rema Padman; Disha Gupta; Bhargav Sri Prakash; Chelladurai Krishnan; K. Panchatcharam (MedInfo, 2017)

An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions. - Yiye Zhang; Rema Padman (MedInfo, 2017)

Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients. - Philipp Burckhardt; Daniel S. Nagin; Vijaya P. Vijayasarathy; Rema Padman (AMIA, 2018)

Statistical Modeling of Temperature Trajectories to Assess Risk of Postoperative Complications. - Rema Padman; Jennifer Grant; Urmila Ravichandran; Michael Turner; Prashanth Raja; Yazhini Mathiyalagan; Ronak Parikh; Ari Robicsek; Nirav Shah 004 (AMIA, 2018)

Variable Selection for Chronic Disease Outcome Prediction Using a Causal Inference Technique: A Preliminary Study. - John Richard Lee; Bilal Chughtai; Rema Padman (ICHI, 2018)

Mining Temporal Patterns from Sequential Healthcare Data. - Faezeh Movahedi; Yiye Zhang; Rema Padman; James F. Antaki (ICHI, 2018)

Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain. - Goutham Rao; Katherine Kirley; Paul Epner; Yiye Zhang; Victoria Bauer; Rema Padman; Ying Zhou; Anthony Solomonides (Appl. Clin. Inform., 2018)

YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos. - Xiao Liu; Bin Zhang; Anjana Susarla; Rema Padman (CoRR, 2018)

A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation. - Kaung Khin; Philipp Burckhardt; Rema Padman (CoRR, 2018)

Early Stratification of Patients at Risk for Postoperative Complications after Elective Colectomy. - Wen Wang; Rema Padman; Nirav Shah 004 (CoRR, 2018)

An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system. - Haijing Hao; Rema Padman (Health Informatics J., 2018)

Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach. - Haijing Hao; Rema Padman; Baohong Sun; Rahul Telang (Inf. Syst. Res., 2018)

An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services. - Rosie Fleming; Daniel Gartner; Rema Padman; Dafydd James (AMIA, 2019)

YouTube Video Analytics for Patient Self-Care of Chronic Diseases. - Xiao Liu; Bin Zhang; Anjana Susarla; Rema Padman (AMIA, 2019)

Visual Analytics for Congestive Heart Failure Mortality Prediction. - Rema Padman; Ofir Ben-Assuli; Tsipi Heart; Nir Shlomo; Robert Klempfner (MedInfo, 2019)

Modeling social learning on consumers' long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model. - Haijing Hao; Rema Padman; Baohong Sun; Rahul Telang (Electron. Commer. Res., 2019)

RFID technology-enabled Markov reward process for sequencing care coordination in ambulatory care: A case study. - Yi-Chin Kato-Lin; Rema Padman (Int. J. Inf. Manag., 2019)

Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms. - Rishikesan Kamaleswaran; Jiaoying Lian; Dong-Lien Lin; Himasagar Molakapuri; Sri Manikanth Nunna; Parth Shah; Shiv Dua; Rema Padman (AMIA, 2020)

Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare Professionals. - Philipp Burckhardt; Lindsay K. Graff; Divya Venkat; Shiv Dua; Rema Padman (ICHI, 2020)

DyCRS: Dynamic Interpretable Postoperative Complication Risk Scoring. - Wen Wang; Han Zhao 002; Honglei Zhuang; Nirav Shah 004; Rema Padman (WWW, 2020)

Limitations of ROC on Imbalanced Data: Evaluation of LVAD Mortality Risk Scores. - Faezeh Movahedi; Rema Padman; James F. Antaki (CoRR, 2020)

Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness. - Ofir Ben-Assuli; Rema Padman; Itamar Shabtai (Health Informatics J., 2020)

Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review. - Min Chen 026; Xuan Tan; Rema Padman (J. Am. Medical Informatics Assoc., 2020)

Flexible hospital-wide elective patient scheduling. - Daniel Gartner; Rema Padman (J. Oper. Res. Soc., 2020)

Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care. - Daniel Gartner; Rema Padman (J. Oper. Res. Soc., 2020)

Trajectories of Repeated Readmissions of Chronic Disease Patients: Risk Stratification, Profiling, and Prediction. - Ofir Ben-Assuli; Rema Padman (MIS Q., 2020)

Go to You Tube and Call Me in the Morning: Use of Social Media for Chronic Conditions. - Xiao Liu; Bin Zhang; Anjana Susarla; Rema Padman (MIS Q., 2020)

Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant. - Faezeh Movahedi; Robert L. Kormos; Lisa C. Lohmueller; Laura Seese; Manreet K. Kanwar; Srinivas Murali; Yiye Zhang; Rema Padman; James F. Antaki (IEEE J. Biomed. Health Informatics, 2020)

YouTube Video Analytics for COVID-19 Literacy. - Yawen Guo; Xiao Liu; Anjana Susarla; Rema Padman (AMIA, 2021)

YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient Education. - Xiao Liu; Anjana Susarla; Rema Padman (AMIA, 2021)

Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict Readmission. - Rema Padman; Sameera Kodi; Urmila Ravichandran; Nirav Shah 004 (AMIA, 2021)

Risk Stratifying Heart Failure Readmissions of VAD-Eligible Patients Using Laboratory Data. - Jinchen Xie; Arman Kilic; Rema Padman (AMIA, 2021)

Continuous Remote Patient Monitoring: Evaluation of the Heart Failure Cascade Soft Launch. - Wei Ning Chi; Courtney Reamer; Robert Gordon; Nitasha Sarswat; Charu Gupta; Emily White Vangompel; Julie Dayiantis; Melissa Morton-Jost; Urmila Ravichandran; Karen A. Larimer; David Victorson; John Erwin; et al. (Appl. Clin. Inform., 2021)

A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity. - Karmel S. Shehadeh; Rema Padman (Eur. J. Oper. Res., 2021)

Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study. - 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 A. Larimer; et al. (AMIA, 2022)

Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2. - 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 A. Larimer; et al. (AMIA, 2022)

On Intelligence Augmentation and Visual Analytics to Enhance Clinical Decision Support Systems. - Tsipi Heart; Rema Padman; Ofir Ben-Assuli; David Gefen; Robert Klempfner (HICSS, 2022)

Risk Stratification and Prediction of Postoperative Complications Using Temperature Trajectories. - Rema Padman; Jennifer Grant; Urmila Ravichandran; Ravi Bashyal; Nirav Shah 004 (HICSS, 2022)

Data Science for Healthcare via an E-Learning Statistics Platform. - Philipp Burckhardt; Saba Al-Sayouri; Rema Padman (ICHI, 2022)

Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities. - Karmel S. Shehadeh; Rema Padman (Comput. Oper. Res., 2022)

On Curating Responsible and Representative Healthcare Video Recommendations for Patient Education and Health Literacy: An Augmented Intelligence Approach. - Krishna Pothugunta; Xiao Liu; Anjana Susarla; Rema Padman (CoRR, 2022)

YouTube Videos for Public Health Literacy? A Machine Learning Pipeline to Curate Covid-19 Videos. - Yawen Guo; Xiao Liu; Anjana Susarla; Rema Padman (MedInfo, 2023)

Continuous Remote Patient Monitoring for Post-Discharge Heart Failure Management: Workflow Modeling Using Discrete Event Simulation. - Rema Padman; Anirudh Vaidhyaa Venkatasubramanian; Wei Ning Chi; Anthony Solomonides; Nirav Shah 004 (MedInfo, 2023)

YouTube Video Analytics for Patient Education: An Exploratory Clustering of Obstructive Sleep Apnea Videos. - Ruoyu Zhang; Jennifer Shin; Kristine Schulz; Xiao Liu; Anjana Susarla; Rema Padman (MedInfo, 2023)

YouTube Video Analytics for Patient Health Literacy: Evidence from Colonoscopy Preparation Videos. - Yawen Guo; Xiao Liu; Anjana Susarla; Rema Padman (CoRR, 2023)

Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction. - Ofir Ben-Assuli; Tsipi Heart; Robert Klempfner; Rema Padman (Decis. Support Syst., 2023)

Examining Gameplay Patterns and their Association with Nutritional Knowledge. - Rema Padman; Jeong-Hin Chin; Abhishek Gupta; Rahul Ladhania (CoG, 2024)

Characterization of Chronic Kidney Disease Progression in Patients with Diabetes via Group-Based Multi-Trajectory Modeling. - Alessandro Guazzo; Enrico Longato; Gian Paolo Fadini; Giovanni Sparacino; Rema Padman; Barbara Di Camillo (EMBC, 2024)

Classifying Actionable Information in Videos using HST-CAT: Hybrid Spatiotemporal Cross-Attention Transformer. - Krishna Prasad Pothugunta; Xiao Liu; Anjana Susarla; Rema Padman (ICIS, 2024)

Predicting Multiple Sclerosis Worsening Using Stratification-Based and Time-Dependent Variables Extracted from Routine Visits Data. - Alessandro Guazzo; Enrico Longato; Isotta Trescato; Erica Tavazzi; Adriano Chiò; Umberto Manera; Grazia Zocco; Paola Cavalla; Marco Vercellino; Lara Ahmad; Eleonora Tavazzi; Roberto Bergamaschi; et al. (LOD (2), 2024)

Towards Interpretable End-Stage Renal Disease (ESRD) Prediction: Utilizing Administrative Claims Data with Explainable AI Techniques. - Yubo Li 004; Saba Al-Sayouri; Rema Padman (CoRR, 2024)

Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach. - Yubo Li 004; Rema Padman (CoRR, 2024)

YouTube Video Analytics for Patient Engagement: Evidence from Colonoscopy Preparation Videos. - Yawen Guo; Xiao Liu; Anjana Susarla; Rema Padman (CoRR, 2024)

Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube. - Krishna Pothugunta; Xiao Liu; Anjana Susarla; Rema Padman (J. Biomed. Informatics, 2024)

On Expert-Machine Partnership to Predict Mortality of Congestive Heart Failure Patients. - Ofir Ben-Assuli; Tsipi Heart; Nan Yin; Robert Klempfner; Rema Padman (Inf. Syst. Manag., 2024)

Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions. - Yubo Li 004; Yidi Miao; Xueying Ding; Ramayya Krishnan; Rema Padman (ACL (Findings), 2025)

No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism. - Yubo Li 004; Xinyu Yao; Rema Padman (CoRR, 2025)

Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective. - Xinyu Yao; Aditya Sannabhadti; Holly M. Wiberg; Karmel S. Shehadeh; Rema Padman (CoRR, 2025)

Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models. - Yubo Li 004; Xiaobin Shen 002; Xinyu Yao; Xueying Ding; Yidi Miao; Ramayya Krishnan; Rema Padman (CoRR, 2025)

Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset. - Yingtao Luo; Reza Skandari; Carlos Martinez; Arman Kilic; Rema Padman (CoRR, 2025)