AIMC Topic: Brazil

Clear Filters Showing 31 to 40 of 234 articles

The Social Construction of Categorical Data: Mixed Methods Approach to Assessing Data Features in Publicly Available Datasets.

JMIR medical informatics Jan 28, 2025
BACKGROUND: In data-sparse areas such as health care, computer scientists aim to leverage as much available information as possible to increase the accuracy of their machine learning models' outputs. As a standard, categorical data, such as patients'...
Humans Machine Learning Brazil Datasets as Topic
View on PubMed DOI

Artificial neural networks to estimate the sorption and desorption of the herbicide linuron in Brazilian soils.

Environmental pollution (Barking, Essex : 1987) Jan 15, 2025
Generally, herbicides used in Brazil follow manufacturer's recommendations, which often do not consider soil attributes. Statistical models that include the physicochemical properties of the soil involved in herbicide retention processes could enable...
Soil Brazil Environmental Monitoring Adsorption Neural Networks, Computer Linuron Soil Pollutants Models, Chemical Herbicides
View on PubMed DOI

Machine learning assessment of dredging impacts on the phytoplankton community on the Brazilian equatorial margin: A multivariate analysis.

Environmental pollution (Barking, Essex : 1987) Jan 10, 2025
Dredging in estuarine systems significantly impacts phytoplankton communities, with suspended particulate matter (SPM) and dissolved aluminum (Al) serving as indicators of disturbance intensity. This study assessed the effects of dredging in the São ...
Brazil Environmental Monitoring Biodiversity Machine Learning Phytoplankton Ecosystem Multivariate Analysis Estuaries
View on PubMed DOI

Comparison of the spatial and temporal distribution of cutaneous and mucosal leishmaniasis in the state of Rio de Janeiro between 2001 and 2011.

PloS one Dec 31, 2024
OBJECTIVE: To compare the spatio-temporal distribution of cutaneous leishmaniasis (CL) cases with mucosal leishmaniasis (ML) cases in the state of Rio de Janeiro (RJ) between 2001 and 2011.
Adolescent Incidence Child Male Brazil Spatio-Temporal Analysis Leishmaniasis, Cutaneous Leishmaniasis, Mucocutaneous Humans Female Adult
View on PubMed DOI

Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.

PloS one Dec 30, 2024
Bed regulation within Brazil's National Health System (SUS) plays a crucial role in managing care for patients in need of hospitalization. In Rio Grande do Norte, Brazil, the RegulaRN Leitos Gerais platform was the information system developed to reg...
Data Analysis Humans COVID-19 SARS-CoV-2 Databases, Factual Artificial Intelligence Hospitalization Machine Learning Brazil
View on PubMed DOI

The Influence of Blood Titanium Levels on DNA Damage in Brazilian Workers Occupationally Exposed to Different Chemical Agents.

Biological trace element research Dec 18, 2024
Occupational exposure to pollutants may cause health-damaging effects in humans. Genotoxicity assays can be used to detect the toxic effects of pollutants. In the present study, we evaluated genetic damage in three populations occupationally exposed ...
Male Middle Aged Titanium Brazil Sorbic Acid Benzene Humans Occupational Exposure Comet Assay Biomarkers DNA Damage Pyrenes Adult
View on PubMed DOI

Addressing Gearbox Health Monitoring Challenges for Helicopters: A Machine Learning Approach.

Anais da Academia Brasileira de Ciencias Dec 16, 2024
The transmission gearbox of military helicopters, such as the H225M, experiences intense dynamic loads, leading to the detachment of ferromagnetic particles, often due to wear or fatigue. This poses safety risks, as excessive particle detachment dema...
Aviation Brazil Humans Machine Learning Aircraft Algorithms
View on PubMed DOI

Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transferability.

JMIR formative research Dec 12, 2024
BACKGROUND: Anxiety and depression represent prevalent yet frequently undetected mental health concerns within the older population. The challenge of identifying these conditions presents an opportunity for artificial intelligence (AI)-driven, remote...
Memory, Short-Term South American People Anxiety Depression Mass Screening Male Middle Aged Brazil Humans Aged Aged, 80 and over Artificial Intelligence Female
View on PubMed DOI

Predicting the seasonal dynamics of Dalbulus maidis (Hemiptera: Cicadellidae) in corn using artificial neural networks.

Neotropical entomology Dec 5, 2024
This study addresses the challenge of predicting Dalbulus maidis (DeLong & Wolcott) (Hemiptera: Cicadellidae) density in cornfields by developing an artificial neural network (ANN). Over two years, we collected data on meteorological variables (atmos...
Population Density Zea mays Seasons Hemiptera Neural Networks, Computer Animals Brazil Population Dynamics
View on PubMed DOI

Machine learning approaches and genetic determinants that influence the development of type 2 diabetes mellitus: a genetic association study in Brazilian patients.

Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas Dec 2, 2024
This genetic association study including 120 patients with type 2 diabetes mellitus (T2DM) and 166 non-diabetic individuals aimed to investigate the association of polymorphisms in the genes GSTM1 and GSTT1 (gene deletion), GSTP1 (rs1695), ACE (rs464...
Adult Male Middle Aged Brazil Case-Control Studies Diabetes Mellitus, Type 2 Female Risk Factors Aged Humans Machine Learning Polymorphism, Genetic Glutathione S-Transferase pi Genetic Association Studies Vascular Endothelial Growth Factor A Glutathione Transferase Genetic Predisposition to Disease Polymorphism, Single Nucleotide Genotype
View on PubMed DOI
Popular Topics
Recent Journals