AIMC Journal:
Journal of the American Medical Informatics Association : JAMIA

Showing 171 to 180 of 493 articles

Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVE: We developed and externally validated a machine-learning model to predict postpartum depression (PPD) using data from electronic health records (EHRs). Effort is under way to implement the PPD prediction model within the EHR system for cli...
Depression, Postpartum Risk Assessment Decision Support Systems, Clinical Humans Electronic Health Records Female Machine Learning
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An interpretable predictive deep learning platform for pediatric metabolic diseases.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: Metabolic disease in children is increasing worldwide and predisposes a wide array of chronic comorbid conditions with severe impacts on quality of life. Tools for early detection are needed to promptly intervene to prevent or slow the de...
Child ROC Curve Adolescent Child, Preschool Metabolic Syndrome Area Under Curve Metabolic Diseases Diabetes Mellitus, Type 2 Pediatric Obesity Electronic Health Records Female Male Deep Learning Humans Prediabetic State
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Generalizing Parkinson's disease detection using keystroke dynamics: a self-supervised approach.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVE: Passive monitoring of touchscreen interactions generates keystroke dynamic signals that can be used to detect and track neurological conditions such as Parkinson's disease (PD) and psychomotor impairment with minimal burden on the user. Ho...
Aged Algorithms Male Female Parkinson Disease Middle Aged Humans Supervised Machine Learning
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Ensuring useful adoption of generative artificial intelligence in healthcare.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: This article aims to examine how generative artificial intelligence (AI) can be adopted with the most value in health systems, in response to the Executive Order on AI.
Delivery of Health Care Humans Artificial Intelligence
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Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: To evaluate the capability of using generative artificial intelligence (AI) in summarizing alert comments and to determine if the AI-generated summary could be used to improve clinical decision support (CDS) alerts.
Humans Decision Support Systems, Clinical Artificial Intelligence Natural Language Processing Electronic Health Records Medical Order Entry Systems
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Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models.

Journal of the American Medical Informatics Association : JAMIA Apr 19, 2024
OBJECTIVES: Leveraging artificial intelligence (AI) in conjunction with electronic health records (EHRs) holds transformative potential to improve healthcare. However, addressing bias in AI, which risks worsening healthcare disparities, cannot be ove...
Models, Theoretical Algorithms Bias Humans Electronic Health Records Artificial Intelligence
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Sustainable deployment of clinical prediction tools-a 360° approach to model maintenance.

Journal of the American Medical Informatics Association : JAMIA Apr 19, 2024
BACKGROUND: As the enthusiasm for integrating artificial intelligence (AI) into clinical care grows, so has our understanding of the challenges associated with deploying impactful and sustainable clinical AI models. Complex dataset shifts resulting f...
Artificial Intelligence Emotions
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Leveraging explainable artificial intelligence to optimize clinical decision support.

Journal of the American Medical Informatics Association : JAMIA Apr 3, 2024
OBJECTIVE: To develop and evaluate a data-driven process to generate suggestions for improving alert criteria using explainable artificial intelligence (XAI) approaches.
Machine Learning Educational Status Humans Artificial Intelligence Decision Support Systems, Clinical Academic Medical Centers
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Estimation of racial and language disparities in pediatric emergency department triage using statistical modeling and natural language processing.

Journal of the American Medical Informatics Association : JAMIA Apr 3, 2024
OBJECTIVES: The study aims to assess racial and language disparities in pediatric emergency department (ED) triage using analytical techniques and provide insights into the extent and nature of the disparities in the ED setting.
Emergency Service, Hospital Healthcare Disparities Black or African American Hispanic or Latino Triage Child Humans Natural Language Processing Models, Statistical Retrospective Studies Cross-Sectional Studies
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Artificial intelligence predictive analytics in heart failure: results of the pilot phase of a pragmatic randomized clinical trial.

Journal of the American Medical Informatics Association : JAMIA Apr 3, 2024
OBJECTIVES: We conducted an implementation planning process during the pilot phase of a pragmatic trial, which tests an intervention guided by artificial intelligence (AI) analytics sourced from noninvasive monitoring data in heart failure patients (...
Information Technology Humans Heart Failure Artificial Intelligence Ambulatory Care Facilities Communication
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