Reducing Healthcare Costs through Medical Recommendations. - Lina Bouayad; Balaji Padmanabhan; Kaushal Chari (AMIA, 2015)

Opioid-Related Side Effects and Adverse Reactions: Mining of Patient Secure Messages. - Lina Bouayad; Robert D. Kerns; William Becker; Thomas K. Houston; Stephen L. Luther; Stephanie L. Shimada; Balaji Padmanabhan (AMIA, 2016)

Using Results of Statistical Text Mining in Big Data Analysis. - Stephen L. Luther; James A. McCart; Dezon Finch; Lina Bouayad; William Lapcevic; Michael E. Matheny (AMIA, 2016)

Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure Messages. - Lina Bouayad; Dezon Finch; Stephen L. Luther (AMIA, 2017)

Presentation of Clinical Pathways for Improved Provider-Patient Shared Decision Making. - Jose Pineda; Lina Bouayad (AMIA, 2017)

Classifying Clinical Notes with Pain Assessment. - Samah J. Fodeh; Dezon Finch; Lina Bouayad; Stephen Luther; Robert D. Kerns; Cynthia Brandt (MedInfo, 2017)

Blockchain and Information Systems. - Eduardo Salcedo; Jose Pineda; Karlene Cousins; Daniel Conway; Lina Bouayad; Alpen Sheth; Hemang Subramanian (AMCIS, 2018)

No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal Data. - Lina Bouayad; Dezon Finch; Peter Toyinbo; James A. McCart; Stephen L. Luther (AMIA, 2018)

Machine learning for psychiatric patient triaging: an investigation of cascading classifiers. - Vivek Kumar Singh; Utkarsh Shrivastava; Lina Bouayad; Balaji Padmanabhan; Anna Ialynytchev; Susan K. Schultz (J. Am. Medical Informatics Assoc., 2018)

Classifying clinical notes with pain assessment using machine learning. - Samah Jamal Fodeh; Dezon Finch; Lina Bouayad; Stephen L. Luther; Han Ling; Robert D. Kerns; Cynthia Brandt (Medical Biol. Eng. Comput., 2018)

Audit Policies Under the Sentinel Effect: Deterrence-Driven Algorithms. - Lina Bouayad; Balaji Padmanabhan; Kaushal Chari (Inf. Syst. Res., 2019)

Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder. - Lina Bouayad; Polina Durneva; Spurthy Dharanikota; Anol Bhattacherjee; Mavara Agrawal; Stephen L. Luther (AMIA, 2020)

Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder: Artifact Design and a Controlled Experiment. - Lina Bouayad; Anol Bhattacherjee; Mavara Agrawal; Spurthy Dharanikota; Polina Durneva (DESRIST, 2020)

Intrinsic Motivation to Share Health Information: Design Guidelines and Features for Patient Sharing Platforms. - Lina Bouayad; Monica Chiarini Tremblay; Hemant K. Jain 001; Carmelo Gaudioso (DESRIST, 2020)

Blockchain Regulations and Decentralized Applications: Panel Report from AMCIS 2018. - Hemang Subramanian; Karlene Cousins; Lina Bouayad; Alpen Sheth; Daniel Conway (Commun. Assoc. Inf. Syst., 2020)

Can Recommender Systems Reduce Healthcare Costs? The Role of Time Pressure and Cost Transparency in Prescription Choice. - Lina Bouayad; Balaji Padmanabhan; Kaushal Chari (MIS Q., 2020)

Identifying Communication Behavior Indicators in Secure Messages. - Dezon K. Finch; Lina Bouayad; Timothy P. Hogan; Sarah L. Cutrona; Byron C. Wallace; Stephen L. Luther; Bridget Smith; Stephanie L. Shimada (AMIA, 2021)

Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept. - Vanessa Panaite; Dezon Finch; Andrew R. Devendorf; Lina Bouayad; Stephen L. Luther; Susan K. Schultz (AMIA, 2021)

Systemic Fairness. - Arindam Ray; Balaji Padmanabhan; Lina Bouayad (CoRR, 2023)