Lina Bouayad

发表

Can Recommender Systems Reduce Healthcare Costs? The Role of Time Pressure and Cost Transparency in Prescription Choice

Balaji Padmanabhan, Kaushal Chari, Lina Bouayad, 2020, MIS Q..

The Value of Extracting Clinician-Recorded Affect for Advancing Clinical Research on Depression: Proof-of-Concept Study Applying Natural Language Processing to Electronic Health Records

S. Luther, Dezon K. Finch, Dezon K Finch, 2022, JMIR formative research.

Multimedia Appendix Correction: Patient Health Record Systems Scope and Functionalities: Literature Review and Future Directions

Balaji Padmanabhan, Lina Bouayad, Anna Ialynytchev, 2019, Journal of medical Internet research.

Opioid-Related Side Effects and Adverse Reactions: Mining of Patient Secure Messages

Balaji Padmanabhan, Stephen Luther, William Becker, 2016, AMIA.

Reducing Healthcare Costs through Medical Recommendations

Balaji Padmanabhan, Kaushal Chari, Lina Bouayad, 2015, AMIA.

Deterrence-Driven Algorithms for Audit Under the Sentinel Effect

K. Chari, B. Padmanabhan, Lina Bouayad, 2017 .

Leveraging Electronic Health Care Record Information to Measure Pressure Ulcer Risk in Veterans With Spinal Cord Injury: A Longitudinal Study Protocol

G. Gobbel, M. Matheny, G. Powell-Cope, 2017, JMIR research protocols.

Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder: Artifact Design and a Controlled Experiment

Anol Bhattacherjee, Lina Bouayad, Polina Durneva, 2020, DESRIST.

Patient Health Record Systems Scope and Functionalities: Literature Review and Future Directions

Balaji Padmanabhan, Lina Bouayad, Anna Ialynytchev, 2017, Journal of medical Internet research.

Audit Policies Under the Sentinel Effect: Deterrence-Driven Algorithms

Balaji Padmanabhan, Kaushal Chari, Lina Bouayad, 2019, Inf. Syst. Res..

Mental health diagnoses are not associated with indicators of lower quality pain care in electronic health records of a national sample of Veterans treated in Veterans Health Administration primary care settings.

R. Kerns, S. Dobscha, H. Bathulapalli, 2022, The journal of pain.

Presentation abstracts

Brooke A. Slavens, T. Bickmore, G. Forrest, 2015, Journal of Spinal Cord Medicine (JSCM).

Classifying clinical notes with pain assessment using machine learning

C. Brandt, R. Kerns, S. Luther, 2018, Medical & Biological Engineering & Computing.

Machine learning for psychiatric patient triaging: an investigation of cascading classifiers

Balaji Padmanabhan, Vivek Kumar Singh, Utkarsh Shrivastava, 2018, J. Am. Medical Informatics Assoc..

Measuring pain care quality in the Veterans Health Administration primary care setting.

R. Kerns, S. Dobscha, S. Luther, 2021, Pain.

Complementary and Integrative Health Approaches and Pain Care Quality in the Veterans Health Administration Primary Care Setting: A Quasi-Experimental Analysis.

R. Kerns, S. Dobscha, H. Bathulapalli, 2023, Journal of Integrative and Complementary Medicine.

Systemic Fairness

Lina Bouayad, B. Padmanabhan, Arindam Ray, 2023, arXiv.org.

Machine learning to develop a predictive model of pressure injury in persons with spinal cord injury

G. Powell-Cope, S. Sabharwal, Bridget Hahm, 2023, Spinal Cord.

Classifying clinical notes with pain assessment using machine learning

Dezon Finch, Samah Jamal Fodeh, Cynthia Brandt, 2017, Medical & Biological Engineering & Computing.

Hiding under the ROC Curve: Detection of Malicious Cyberattacks in EHR Data from Model Prediction Variance (Preprint)

Lina Bouayad, S. Schultz, B. Padmanabhan, 2022 .

Patient Health Record Systems Scope and Functionalities: Literature Review and Future Directions

B. Padmanabhan, Anna Ialynytchev, Lina Bouayad, 2017, Journal of medical Internet research.