AIMC Topic: White People

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Development and Validation of Machine Learning-Based Race-Specific Models to Predict 10-Year Risk of Heart Failure: A Multicohort Analysis.

Circulation Apr 13, 2021
BACKGROUND: Heart failure (HF) risk and the underlying risk factors vary by race. Traditional models for HF risk prediction treat race as a covariate in risk prediction and do not account for significant parameters such as cardiac biomarkers. Machine...
Humans Machine Learning Retrospective Studies Female Risk Factors Electrocardiography Aged Heart Failure White People Troponin I Black People Race Factors Male Middle Aged Prevalence Cohort Studies Socioeconomic Factors
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Effect of cross-cultural differences on thickness, firmness and sweetness sensitivity.

Food research international (Ottawa, Ont.) Nov 10, 2020
Sensitivity of the somatosensory system may be influenced by multiple physiological parameters. Variations in oral physiology can arise from cross-cultural differences which may potentially affect sensory sensitivity. The aim of this case study was t...
Taste Buds Humans Tongue Female White People Adult Cross-Cultural Comparison Taste
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Predicting children's energy expenditure during physical activity using deep learning and wearable sensor data.

European journal of sport science Jul 16, 2020
This study examined a series of machine learning models, evaluating their effectiveness in assessing children's energy expenditure, in terms of the metabolic equivalents (MET) of physical activity (PA), from triaxial accelerometery. The study also de...
White People Linear Models Accelerometry Calorimetry, Indirect Ankle Exercise Humans Deep Learning Female Wearable Electronic Devices Male Child Wrist Energy Metabolism
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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...
Female Melanoma Skin Neoplasms Carcinoma, Basal Cell Carcinoma, Squamous Cell Adult Humans Diagnosis, Differential Dermatologists Skin Diseases Hispanic or Latino Telemedicine White People Male Middle Aged Deep Learning Indians, North American Psoriasis Dermatitis, Seborrheic Folliculitis Acne Vulgaris Asian Photography Nurse Practitioners Keratosis, Seborrheic Warts Physicians, Primary Care Alaska Natives Native Hawaiian or Pacific Islander Black or African American Eczema
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Salivary microRNAs identified by small RNA sequencing and machine learning as potential biomarkers of alcohol dependence.

Epigenomics May 29, 2019
Salivary miRNA can be easily accessible biomarkers of alcohol dependence (AD). The miRNA transcriptome in the saliva of 56 African-Americans (AAs; 28 AD patients/28 controls) and 64 European-Americans (EAs; 32 AD patients/32 controls) was profiled ...
White People Gene Expression Regulation Alcoholism Black or African American Humans Machine Learning Biomarkers Female Adult Male Middle Aged Case-Control Studies Sequence Analysis, RNA MicroRNAs Saliva
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A single nucleotide polymorphism panel for individual identification and ancestry assignment in Caucasians and four East and Southeast Asian populations using a machine learning classifier.

Forensic science, medicine, and pathology Jan 16, 2019
Single nucleotide polymorphism (SNP) profiling is an effective means of individual identification and ancestry inferences in forensic genetics. This study established a SNP panel for the simultaneous individual identification and ancestry assignment ...
Chromosomes, Human, Y Humans Genetics, Population Support Vector Machine Machine Learning DNA Fingerprinting DNA, Mitochondrial Chromosomes, Human, X Retrospective Studies Asian People DNA Degradation, Necrotic White People Female Gene Frequency Male Asia Polymorphism, Single Nucleotide Genotype
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Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide.

Molecular psychiatry Jan 4, 2019
Suicide accounts for nearly 800,000 deaths per year worldwide with rates of both deaths and attempts rising. Family studies have estimated substantial heritability of suicidal behavior; however, collecting the sample sizes necessary for successful ge...
Health Surveys Humans Biological Specimen Banks Mental Health Machine Learning Probability Male Phenotype White People Suicide, Attempted Electronic Health Records United Kingdom Suicidal Ideation Female Tennessee Genome-Wide Association Study Risk Factors
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Application of machine-learning to predict early spontaneous preterm birth among nulliparous non-Hispanic black and white women.

Annals of epidemiology Aug 24, 2018
PURPOSE: Spontaneous preterm birth is a leading cause of perinatal mortality in the United States, occurring disproportionately among non-Hispanic black women compared to other race-ethnicities. Clinicians lack tools to identify first-time mothers at...
Premature Birth Parity ROC Curve Predictive Value of Tests White People Gestational Age California Black or African American Birth Certificates Humans Machine Learning Retrospective Studies Pregnancy Female
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Vitamin D Deficiency and Atopic Dermatitis: Consider Disease, Race, and Body Mass.

Skinmed Dec 1, 2017
Vitamin D deficiency causes rickets, but has been associated with various diseases, including atopic dermatitis (AD). This study analyzes serum vitamin D in pediatric medical center patients with AD and potential confounding factors. At Cardinal Glen...
Black or African American Racial Groups Dermatitis, Atopic Asian Female Skin Pigmentation Humans Prevalence Body Mass Index Infant, Newborn Retrospective Studies Severity of Illness Index Vitamin D Young Adult Adolescent Vitamin D Deficiency Male Child, Preschool Cystic Fibrosis Infant Child White People United States
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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.
Sterilization, Reproductive Humans Alaska Natives Black or African American Black People Prevalence Female Behavioral Risk Factor Surveillance System United States Inuit Young Adult Indians, North American Adult Hispanic or Latino Mental Health White People Middle Aged Health Behavior
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