Lina Bouayad

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Health Information

Machine Learning

Costs Can Be Reduced

Recommender Systems

Top Venues

Publications

Arindam Ray, Balaji Padmanabhan, Lina Bouayad
Systemic Fairness. CoRR (2023)
Vanessa Panaite, Dezon Finch, Andrew R. Devendorf, Lina Bouayad, Stephen L. Luther, Susan K. Schultz
Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept. AMIA (2021)
Dezon K. Finch, Lina Bouayad, Timothy P. Hogan, Sarah L. Cutrona, Byron Wallace, Stephen L. Luther, Bridget Smith, Stephanie L. Shimada
Identifying Communication Behavior Indicators in Secure Messages. AMIA (2021)
Lina Bouayad, Balaji Padmanabhan, Kaushal Chari
Can Recommender Systems Reduce Healthcare Costs? The Role of Time Pressure and Cost Transparency in Prescription Choice. MIS Q. 44 (4) (2020)
Lina Bouayad, Polina Durneva, Spurthy Dharanikota, Anol Bhattacherjee, Mavara Agrawal, Stephen L. Luther
Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder. AMIA (2020)
Lina Bouayad, Anol Bhattacherjee, Mavara Agrawal, Spurthy Dharanikota, Polina Durneva
Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder: Artifact Design and a Controlled Experiment. DESRIST (2020)
Lina Bouayad, Monica Chiarini Tremblay, Hemant K. Jain, Carmelo Gaudioso
Intrinsic Motivation to Share Health Information: Design Guidelines and Features for Patient Sharing Platforms. DESRIST (2020)
Lina Bouayad, Balaji Padmanabhan, Kaushal Chari
Audit Policies Under the Sentinel Effect: Deterrence-Driven Algorithms. Inf. Syst. Res. 30 (2) (2019)
Lina Bouayad, Dezon Finch, Peter Toyinbo, James A. McCart, Stephen L. Luther
No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal Data. AMIA (2018)
Samah Jamal Fodeh, Dezon Finch, Lina Bouayad, Stephen L. Luther, Han Ling, Robert D. Kerns, Cynthia Brandt
Classifying clinical notes with pain assessment using machine learning. Medical Biol. Eng. Comput. 56 (7) (2018)
Vivek Kumar Singh, Utkarsh Shrivastava, Lina Bouayad, Balaji Padmanabhan, Anna Ialynytchev, Susan K. Schultz
Machine learning for psychiatric patient triaging: an investigation of cascading classifiers. J. Am. Medical Informatics Assoc. 25 (11) (2018)
Samah J. Fodeh, Dezon Finch, Lina Bouayad, Stephen Luther, Robert D. Kerns, Cynthia Brandt
Classifying Clinical Notes with Pain Assessment. MedInfo (2017)
Jose Pineda, Lina Bouayad
Presentation of Clinical Pathways for Improved Provider-Patient Shared Decision Making. AMIA (2017)
Lina Bouayad, Dezon Finch, Stephen L. Luther
Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure Messages. AMIA (2017)
Lina Bouayad, Robert D. Kerns, William Becker, Thomas K. Houston, Stephen L. Luther, Stephanie L. Shimada, Balaji Padmanabhan
Opioid-Related Side Effects and Adverse Reactions: Mining of Patient Secure Messages. AMIA (2016)
Stephen L. Luther, James A. McCart, Dezon Finch, Lina Bouayad, William Lapcevic, Michael E. Matheny
Using Results of Statistical Text Mining in Big Data Analysis. AMIA (2016)
Lina Bouayad, Balaji Padmanabhan, Kaushal Chari
Reducing Healthcare Costs through Medical Recommendations. AMIA (2015)