AIMC Topic: Hispanic or Latino
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Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol Use.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Feb 21, 2022
Unhealthy alcohol use represents a major economic burden and cause of morbidity and mortality in the United States. Implementation of interventions for unhealthy alcohol use depends on the availability and accuracy of screening tools. Our group previ...
Optimizing hepatitis B virus screening in the United States using a simple demographics-based model.
Hepatology (Baltimore, Md.)
Dec 7, 2021
BACKGROUND AND AIMS: Chronic hepatitis B (CHB) affects >290 million persons globally, and only 10% have been diagnosed, presenting a severe gap that must be addressed. We developed logistic regression (LR) and machine learning (ML; random forest) mod...
Development and evaluation of a machine learning-based point-of-care screening tool for genetic syndromes in children: a multinational retrospective study.
The Lancet. Digital health
Sep 1, 2021
BACKGROUND: Delays in the diagnosis of genetic syndromes are common, particularly in low and middle-income countries with limited access to genetic screening services. We, therefore, aimed to develop and evaluate a machine learning-based screening te...
Prediction of Incident Heart Failure in TTR Val122Ile Carriers One Year Ahead of Diagnosis in a Multiethnic Biobank.
The American journal of cardiology
Dec 18, 2020
A deep learning system for differential diagnosis of skin diseases.
Nature medicine
May 18, 2020
Skin conditions affect 1.9 billion people. Because of a shortage of dermatologists, most cases are seen instead by general practitioners with lower diagnostic accuracy. We present a deep learning system (DLS) to provide a differential diagnosis of sk...
Humans
Female
Melanoma
Skin Neoplasms
Carcinoma, Basal Cell
Dermatitis, Seborrheic
Carcinoma, Squamous Cell
Folliculitis
Adult
Male
Middle Aged
Alaska Natives
Native Hawaiian or Pacific Islander
Black or African American
Eczema
Deep Learning
Skin Diseases
Acne Vulgaris
Asian
Indians, North American
Hispanic or Latino
Photography
Psoriasis
Telemedicine
Nurse Practitioners
Diagnosis, Differential
White People
Keratosis, Seborrheic
Dermatologists
Physicians, Primary Care
Warts
Reflections of Low-Income, Second-Generation Latinas About Experiences in Depression Therapy.
Qualitative health research
Jan 29, 2016
Depression is higher among second-generation Latinas compared with immigrants, but mental health treatment is stigmatized. Therefore, second-generation Latinas were interviewed after completing an eight-session depression treatment program to gain in...
Female Sterilization and Poor Mental Health: Rates and Relatedness among American Indian and Alaska Native Women.
Women's health issues : official publication of the Jacobs Institute of Women's Health
Nov 19, 2015
OBJECTIVE: To describe the reproductive and mental health of American Indian and Alaska Native (AI/AN) women, an understudied population.
Evaluating the usability of an interactive, bi-lingual, touchscreen-enabled breastfeeding educational programme: application of Nielson's heuristics.
Journal of innovation in health informatics
Mar 5, 2015
The study purpose was to conduct heuristic evaluation of an interactive, bilingual touchscreen-enabled breastfeeding educational programme for Hispanic women living in rural settings in Nebraska. Three raters conducted the evaluation during May 2013 ...
Screening of Glaucoma in High-Risk Minority Populations.
Journal of glaucoma
Jul 1, 2025
PRECIS: This chapter reviews the current recommendations on screening for open angle glaucoma in Black and Hispanic populations. Strategies for increasing case-finding and decreasing cost, with emphasis on evolving technologies, are presented.
Using Natural Language Processing on Expert Panel Discussions to Gain Insights for Recruitment, Retention and Intervention Adherence for Online Social Support Interventions on a Stage II-III Clinical Trial Among Hispanic and African American Dementia Caregivers.
Studies in health technology and informatics
Aug 22, 2024
We applied natural language processing (NLP) to a corpus extracted from 4 hours of expert panel discussion transcripts to determine the sustainability of a Stage II-III clinical trial of online social support interventions for Hispanic and African Am...
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