AIMC Topic: South America

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Prediction of Hypertension in the Pediatric Population Using Machine Learning and Transfer Learning: A Multicentric Analysis of the SAYCARE Study.

International journal of public health Mar 11, 2025
OBJECTIVE: To develop a machine learning (ML) model utilizing transfer learning (TL) techniques to predict hypertension in children and adolescents across South America.
Male Prevalence Adolescent Female Risk Factors Blood Pressure South America Transfer, Psychology Child Hypertension Humans Machine Learning
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A Machine Learning Model for Evaluating Imported Disease Screening Strategies in Immigrant Populations.

The American journal of tropical medicine and hygiene Sep 20, 2021
Given the high prevalence of imported diseases in immigrant populations, it has postulated the need to establish screening programs that allow their early diagnosis and treatment. We present a mathematical model based on machine learning methodologie...
Infant Prevalence Africa Male Middle Aged Child Models, Theoretical Mexico Adolescent Child, Preschool Aged Aged, 80 and over Adult Cross-Sectional Studies Young Adult Female Infant, Newborn Machine Learning Retrospective Studies Spain Emigrants and Immigrants Mass Screening Asia Humans South America Early Diagnosis Central America Communicable Diseases, Imported
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Recognizing and counting Dendrocephalus brasiliensis (Crustacea: Anostraca) cysts using deep learning.

PloS one Mar 18, 2021
The Dendrocephalus brasiliensis, a native species from South America, is a freshwater crustacean well explored in conservational and productive activities. Its main characteristics are its rusticity and resistance cysts production, in which the hatch...
Fresh Water South America Anostraca Ecological Parameter Monitoring Animals Deep Learning Image Processing, Computer-Assisted
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Improving the taxonomy of fossil pollen using convolutional neural networks and superresolution microscopy.

Proceedings of the National Academy of Sciences of the United States of America Oct 23, 2020
Taxonomic resolution is a major challenge in palynology, largely limiting the ecological and evolutionary interpretations possible with deep-time fossil pollen data. We present an approach for fossil pollen analysis that uses optical superresolution ...
Africa Microscopy Phylogeography Africa, Western South America Machine Learning Pollen Phylogeny Neural Networks, Computer Fossils
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AIDS causes sharp rise in number of Brazilian orphans.

AIDS weekly plus Oct 28, 1996
An estimated 183,000 Brazilian children are at risk of losing their mothers to AIDS, according to a survey released. The survey, sponsored by UNICEF, was conducted by the John Snow Institute. Survey estimates are that 10,600 Brazilian children younge...
South America Americas Virus Diseases Demography Disease Mortality Acquired Immunodeficiency Syndrome HIV Infections Population Age Factors Child Population Characteristics Brazil Population Dynamics Foster Home Care Social Welfare Economics Adolescent Latin America Developing Countries
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