Publications
selected scholarly works & creative activities
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Article
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2023Machine learning to develop a predictive model of pressure injury in persons with spinal cord injury. Spinal Cord. 61:513-520.Full Text via DOI: 10.1038/s41393-023-00924-z Web of Science: 001050724200001
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2023Complementary and Integrative Health Approaches and Pain Care Quality in the Veterans Health Administration Primary Care Setting: A Quasi-Experimental Analysis. JOURNAL OF INTEGRATIVE AND COMPLEMENTARY MEDICINE. 29:420-429.Full Text via DOI: 10.1089/jicm.2022.0686 Web of Science: 000956592200001
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2023Mental 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. Journal of Pain. 24:273-281.Full Text via DOI: 10.1016/j.jpain.2022.08.009 Web of Science: 000968010300001
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2022Measuring pain care quality in the Veterans Health Administration primary care setting. Pain. 163:E715-E724.Full Text via DOI: 10.1097/j.pain.0000000000002477 Web of Science: 000794889000002
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2022The Value of Extracting Clinician-Recorded Affect for Advancing Clinical Research on Depression: Proof-of-Concept Study Applying Natural Language Processing to Electronic Health Records. JMIR Formative Research. 6.Full Text via DOI: 10.2196/34436 Web of Science: 000854077500035
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2020CAN RECOMMENDER SYSTEMS REDUCE HEALTHCARE COSTS? THE ROLE OF TIME PRESSURE AND COST TRANSPARENCY IN PRESCRIPTION CHOICE. MIS Quarterly. 44:1859-1903.Full Text via DOI: 10.25300/MISQ/2020/14435 Web of Science: 000596039600012
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2020Can recommender systems reduce healthcare costs? The role of time pressure and cost transparency in prescription choice. MIS Quarterly. 44:1859-1903.Full Text via DOI: 10.25300/MISQ/2020/15323
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2020Blockchain Regulations and Decentralized Applications: Panel Report from AMCIS 2018. Communications of the Association for Information Systems. 47:189-206.Full Text via DOI: 10.17705/1CAIS.04709 Web of Science: 000581108500009
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2019Audit Policies Under the Sentinel Effect: Deterrence-Driven Algorithms. Information systems research. 30:466-485.Full Text via DOI: 10.1287/isre.2019.0841 Web of Science: 000472610800007
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2018Machine learning for psychiatric patient triaging: an investigation of cascading classifiers. Journal of the American Medical Informatics Association : JAMIA. 25:1481-1487.Full Text via DOI: 10.1093/jamia/ocy109 Web of Science: 000450392500007
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2018Presentation abstracts. Journal of Spinal Cord Medicine. 41:599-622.Full Text via DOI: 10.1080/10790268.2018.1498262
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2018Classifying clinical notes with pain assessment using machine learning. Medical and Biological Engineering and Computing. 56:1285-1292.Full Text via DOI: 10.1007/s11517-017-1772-1 Web of Science: 000435970600013
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2017Leveraging Electronic Health Care Record Information to Measure Pressure Ulcer Risk in Veterans With Spinal Cord Injury: A Longitudinal Study Protocol. JMIR Research Protocols. 6:40-51.Full Text via DOI: 10.2196/resprot.5948 Web of Science: 000392398000005
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Book Chapter
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2020Intrinsic Motivation to Share Health Information: Design Guidelines and Features for Patient Sharing Platforms. 68-74.Full Text via DOI: 10.1007/978-3-030-64823-7_7 Web of Science: 001297793500007
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2020Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder: Artifact Design and a Controlled Experiment. 75-80.Full Text via DOI: 10.1007/978-3-030-64823-7_8 Web of Science: 001297793500008
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Conference
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2017Classifying Clinical Notes with Pain Assessment. Studies in Health Technology and Informatics. 1261-1261.Full Text via DOI: 10.3233/978-1-61499-830-3-1261 Web of Science: 000449471200299
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Other Scholarly Work
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2019Patient Health Record Systems Scope and Functionalities: Literature Review and Future Directions (vol 19, e388, 2017). Journal of Medical Internet Research.Full Text via DOI: 10.2196/15796 Web of Science: 000483923500001
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Preprint
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2023
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2017Deterrence-Driven Algorithms for Audit Under the Sentinel EffectFull Text via DOI: 10.2139/ssrn.2956026
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Review
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2017Patient Health Record Systems Scope and Functionalities: Literature Review and Future Directions. Journal of Medical Internet Research.Full Text via DOI: 10.2196/jmir.8073 Web of Science: 000415233400001
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Research
principal investigator on
- Text Mining of Medical Records awarded by James A. Haley Veterans Hospital 2022 - 2023
- Mining of patient text notes and secure messages awarded by U.S. Department of Veterans Affairs 2016 - 2020
co-principal investigator on
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Grant
- FIU Thrive awarded by Florida Department of Health 2022 - 2023
