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Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical Deterioration

Journal of general internal medicine : JGIM, 2024-01, Vol.39 (1), p.27-35

2024

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Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility

Journal of the American Medical Informatics Association : JAMIA, 2022-04, Vol.29 (5), p.779-788

2022

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New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record

Journal of the American Medical Informatics Association : JAMIA, 2022-12, Vol.30 (1), p.120-131

2022

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A systematic review of theoretical constructs in CDS literature

BMC medical informatics and decision making, 2021-03, Vol.21 (1), p.102-102, Article 102

2021

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Medical and genetic correlates of long-term buprenorphine treatment in the electronic health records

Translational psychiatry, 2024-01, Vol.14 (1), p.20-8, Article 20

2024

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Factors Associated with Acute Telemental Health Consultations in Older Veterans

The western journal of emergency medicine, 2024-05, Vol.25 (3), p.312-319

2024

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Implementable Prediction of Pressure Injuries in Hospitalized Adults: Model Development and Validation

JMIR medical informatics, 2024-05, Vol.12, p.e51842-e51842

2024

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A theory-based meta-regression of factors influencing clinical decision support adoption and implementation

Journal of the American Medical Informatics Association : JAMIA, 2021-10, Vol.28 (11), p.2514-2522

2021

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Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction

JMIR formative research, 2022-10, Vol.6 (10), p.e40018-e40018

2022

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A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study

JMIR human factors, 2021-10, Vol.8 (4), p.e28618

2021

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Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials

Journal of the American Medical Informatics Association : JAMIA, 2022-09, Vol.29 (10), p.1744-1756

2022

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The potential for leveraging machine learning to filter medication alerts

Journal of the American Medical Informatics Association : JAMIA, 2022-04, Vol.29 (5), p.891-899

2022

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Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout?

Journal of the American Medical Informatics Association : JAMIA, 2021-04, Vol.28 (5), p.1042-1046

2021

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Organizing Audible Alarm Sounds in the Hospital: A Card-Sorting Study

IEEE transactions on human-machine systems, 2020-12, Vol.50 (6), p.623-627

2020

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Impact of notification policy on patient-before-clinician review of immediately released test results

Journal of the American Medical Informatics Association : JAMIA, 2023-09, Vol.30 (10), p.1707-1710

2023

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Evaluation of Compensatory Prescribing After Opioid-Restricting Legislation

Journal of general internal medicine : JGIM, 2023-04, Vol.38 (5), p.1338-1340

2023

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Tapering opioids in patients with persistent pain after cancer treatment

Pain medicine (Malden, Mass.), 2024-07

2024

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Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record

International journal of medical informatics (Shannon, Ireland), 2023-09, Vol.177, p.105136-105136, Article 105136

2023

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The effect of telemental versus in‐person mental health consults in the emergency department on 30‐day utilization and processes of care

Academic emergency medicine, 2023-04, Vol.30 (4), p.262-269

2023

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Integrated displays to improve chronic disease management in ambulatory care: A SMART on FHIR application informed by mixed-methods user testing

Journal of the American Medical Informatics Association : JAMIA, 2020-08, Vol.27 (8), p.1225-1234

2020

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Provider Perceptions toward Extended-Release Buprenorphine for Treatment of Opioid Use Disorder

Journal of addiction medicine, 2024-06

2024

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Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations

JAMA network open, 2021-01, Vol.4 (1), p.e2033769-e2033769

2021

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Clinician collaboration to improve clinical decision support: the Clickbusters initiative

Journal of the American Medical Informatics Association : JAMIA, 2022-05, Vol.29 (6), p.1050-1059

2022

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Impact of inpatient addiction psychiatry consultation on opioid use disorder outcomes

The American journal on addictions, 2024-09, Vol.33 (5), p.543-550

2024

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Impact of integrated graphical display on expert and novice diagnostic performance in critical care

Journal of the American Medical Informatics Association : JAMIA, 2020-08, Vol.27 (8), p.1287-1292

2020

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Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical Deterioration

Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility

New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record

A systematic review of theoretical constructs in CDS literature

Medical and genetic correlates of long-term buprenorphine treatment in the electronic health records

Factors Associated with Acute Telemental Health Consultations in Older Veterans

Implementable Prediction of Pressure Injuries in Hospitalized Adults: Model Development and Validation

A theory-based meta-regression of factors influencing clinical decision support adoption and implementation

Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction

A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study

Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials

The potential for leveraging machine learning to filter medication alerts

Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout?

Organizing Audible Alarm Sounds in the Hospital: A Card-Sorting Study

Impact of notification policy on patient-before-clinician review of immediately released test results

Evaluation of Compensatory Prescribing After Opioid-Restricting Legislation

Tapering opioids in patients with persistent pain after cancer treatment

Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record

The effect of telemental versus in‐person mental health consults in the emergency department on 30‐day utilization and processes of care

Integrated displays to improve chronic disease management in ambulatory care: A SMART on FHIR application informed by mixed-methods user testing

Provider Perceptions toward Extended-Release Buprenorphine for Treatment of Opioid Use Disorder

Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations

Clinician collaboration to improve clinical decision support: the Clickbusters initiative

Impact of inpatient addiction psychiatry consultation on opioid use disorder outcomes

Impact of integrated graphical display on expert and novice diagnostic performance in critical care

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