AIMC Topic: Machine Learning

Clear Filters Showing 3611 to 3620 of 34417 articles

An integrated approach of feature selection and machine learning for early detection of breast cancer.

Scientific reports Apr 15, 2025
Breast cancer ranks among the most prevalent cancers in women globally, with its treatment efficacy heavily reliant on the early identification and diagnosis of the disease. The importance of early detection and diagnosis cannot be overstated in enha...
Humans Machine Learning Algorithms Support Vector Machine Female Early Detection of Cancer Breast Neoplasms
View on PubMed DOI

Water quality parameters retrieval and nutrient status evaluation based on machine learning methods and Sentinel- 2 imagery: a case study of the Hongjiannao Lake.

Environmental monitoring and assessment Apr 15, 2025
A timely and accurate understanding of lake water quality is significant for maintaining ecological balance, ensuring water resource security, and promoting regional sustainable development. However, due to the varying numerical ranges and characteri...
Chlorophyll Lakes China Machine Learning Environmental Monitoring Nitrogen Algorithms Water Pollutants, Chemical Nutrients Phosphorus Water Quality
View on PubMed DOI

Machine learning for high-risk hospitalization prediction in outpatient individuals with diabetes at a tertiary hospital.

Archives of endocrinology and metabolism Apr 15, 2025
OBJECTIVE: To characterize, via a predictive model using real-world data, patients with diabetes with a heightened probability of hospitalization.
Diabetes Mellitus Tertiary Care Centers Outpatients Aged Young Adult Adult Male Middle Aged Risk Assessment Brazil Algorithms Retrospective Studies Female Hospitalization Humans Machine Learning
View on PubMed DOI

Interpretable prognostic modeling for long-term survival of Type A aortic dissection patients using support vector machine algorithm.

European journal of medical research Apr 15, 2025
OBJECTIVES: This study aims to develop a reliable and interpretable predictive model for long-term survival in Type A aortic dissection (TAAD) patients, utilizing machine learning (ML) algorithms.
Humans Machine Learning Algorithms Prognosis Middle Aged Support Vector Machine Aortic Dissection Retrospective Studies Female Aged Male
View on PubMed DOI

Optimization of CO absorption into MDEA-PZ-sulfolane hybrid solution using machine learning algorithms and RSM.

Environmental science and pollution research international Apr 15, 2025
This study presents the modeling and simulation of carbon dioxide (CO₂) absorption in hybrid amine solutions using machine learning algorithms and response surface methodology (RSM). The process was governed by adjustable input parameters, including ...
Machine Learning Algorithms Carbon Dioxide Ethanolamines
View on PubMed DOI

Identification of aging-related biomarkers for intervertebral disc degeneration in whole blood samples based on bioinformatics and machine learning.

Frontiers in immunology Apr 15, 2025
INTRODUCTION: Aging is characterized by gradual structural and functional changes in the body over time, with intervertebral disc degeneration (IVDD) representing a key manifestation of spinal aging and a major contributor to low back pain (LBP).
Female Computational Biology Humans Aging Aged Machine Learning Intervertebral Disc Degeneration Middle Aged Adult Biomarkers Receptors, IgG Gene Expression Profiling Male Fas Ligand Protein
View on PubMed DOI

Enhancing fever of unknown origin diagnosis: machine learning approaches to predict metagenomic next-generation sequencing positivity.

Frontiers in cellular and infection microbiology Apr 15, 2025
OBJECTIVE: Metagenomic next-generation sequencing (mNGS) can potentially detect various pathogenic microorganisms without bias to improve the diagnostic rate of fever of unknown origin (FUO), but there are no effective methods to predict mNGS-positiv...
Female Aged Fever of Unknown Origin Adult Middle Aged Male Humans Machine Learning High-Throughput Nucleotide Sequencing Algorithms Metagenomics
View on PubMed DOI

Predicting diabetes mellitus metabolic goals and chronic complications transitions-analysis based on natural language processing and machine learning models.

PloS one Apr 15, 2025
OBJECTIVE: To estimate Diabetes mellitus (DM) progression at one and two years in terms of glycemic targets and development of complications.
Blood Glucose Diabetes Mellitus Natural Language Processing Glycated Hemoglobin Diabetes Complications Humans Adult Machine Learning Male Retrospective Studies Middle Aged Disease Progression Electronic Health Records Female Aged
View on PubMed DOI

Population-level individualized prospective prediction of opioid overdose using machine learning.

Molecular psychiatry Apr 14, 2025
The opioid overdose epidemic has rapidly expanded in North America, with rates accelerating during the COVID-19 pandemic. No existing study has demonstrated prospective opioid overdose at a population level. This study aimed to develop and validate a...
Opioid-Related Disorders Drug Overdose Opiate Overdose Female Adult Humans Male Machine Learning COVID-19 Middle Aged Prospective Studies ROC Curve Canada Analgesics, Opioid
View on PubMed DOI

Predicting Maximal Military Occupational Task Performance from Physical Fitness Tests Using Machine Learning.

Medicine and science in sports and exercise Apr 14, 2025
PURPOSE: Optimal performance in military tasks is crucial for operational success. These tasks are often simulated in training, assessing personnel performance within a military environment. However, these assessments are time-consuming and a potenti...
Exercise Test Adult Physical Fitness Military Personnel Male Task Performance and Analysis Support Vector Machine Muscle Strength Humans Machine Learning Female Young Adult
View on PubMed DOI
Popular Topics
Recent Journals