AIMC Topic: Hispanic or Latino

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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.
Triage Natural Language Processing Child Models, Statistical Hispanic or Latino Humans Black or African American Retrospective Studies Emergency Service, Hospital Cross-Sectional Studies Healthcare Disparities
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Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.

Journal of the American Medical Informatics Association : JAMIA Oct 12, 2021
OBJECTIVES: To assess fairness and bias of a previously validated machine learning opioid misuse classifier.
Humans Opioid-Related Disorders Natural Language Processing Hispanic or Latino Machine Learning Electronic Health Records
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Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2019
OBJECTIVE: We aimed to address deficiencies in structured electronic health record (EHR) data for race and ethnicity by identifying black and Hispanic patients from unstructured clinical notes and assessing differences between patients with or withou...
Natural Language Processing Hispanic or Latino Male Vulnerable Populations Racial Groups Ethnicity Black or African American Algorithms Electronic Health Records Female Cross-Sectional Studies Humans
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Carpal Bone Segmentation Using Fully Convolutional Neural Network.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: Bone Age Assessment (BAA) refers to a clinical procedure that aims to identify a discrepancy between biological and chronological age of an individual by assessing the bone age growth. Currently, there are two main methods of executing BA...
Carpal Bones Black or African American Age Determination by Skeleton Female Humans Infant, Newborn Asian People Male Neural Networks, Computer Hispanic or Latino Child, Preschool Deep Learning Infant Sex Factors Adolescent White People Child
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Machine Learning to Identify Behavioral Determinants of Oral Health in Inner City Older Hispanic Adults.

Studies in health technology and informatics Jan 1, 2018
We applied machine learning techniques to a community-based behavioral dataset to build prediction models to gain insights about minority dental health and population aging as the foundation for future interventions for urban Hispanics. Our applicati...
Hispanic or Latino Aged Middle Aged Machine Learning Humans Oral Health Algorithms Self Report
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Applying Deep Learning to Understand Predictors of Tooth Mobility Among Urban Latinos.

Studies in health technology and informatics Jan 1, 2018
We applied deep learning algorithms to build correlate models that predict tooth mobility in a convenience sample of urban Latinos. Our application of deep learning identified age, general health, soda consumption, flossing, financial stress, and yea...
Health Behavior Machine Learning Tooth Mobility Self Report Forecasting Algorithms Hispanic or Latino Humans Urban Population
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