AIMC Topic: Machine Learning

Clear Filters Showing 4541 to 4550 of 34417 articles

Geographical origin differentiation of Philippine Robusta coffee (C. canephora) using X-ray fluorescence-based elemental profiling with chemometrics and machine learning.

Food chemistry Mar 6, 2025
The increasing demand for authenticity and traceability in high-value crops underscores the need for reliable methods to verify the geographical origin of single-origin coffee and prevent fraud. This study explores a rapid and cost-effective approach...
Spectrometry, X-Ray Emission Chemometrics Philippines Coffee Geography Machine Learning Principal Component Analysis Trace Elements Discriminant Analysis Coffea
View on PubMed DOI

Machine learning-based exploration of Umami peptides in Pixian douban: Insights from virtual screening, molecular docking, and post-translational modifications.

Food chemistry Mar 6, 2025
Pixian Doubanjiang (PXDB)'s distinctive umami profile is primarily attributed to its unique peptides; however, their structural characteristics, sensory mechanisms, and biosynthetic pathways during aging remain poorly understood. This study employed ...
Humans Protein Processing, Post-Translational Taste Flavoring Agents Machine Learning Peptides Molecular Docking Simulation
View on PubMed DOI

Machine learning models accurately predict clades of proteocephalidean tapeworms (Onchoproteocephalidea) based on host and biogeographical data.

Cladistics : the international journal of the Willi Hennig Society Mar 6, 2025
Proteocephalids are a cosmopolitan and diverse group of tapeworms (Cestoda) that have colonized vertebrate hosts in freshwater and terrestrial environments. Despite the ubiquity of the group, key macroevolutionary processes that have driven the group...
Cestoda Animals Phylogeny Phylogeography Machine Learning
View on PubMed DOI

Uncovering key sources of regional ozone simulation biases using machine learning and SHAP analysis.

Environmental pollution (Barking, Essex : 1987) Mar 6, 2025
Atmospheric chemical transport models (CTMs) are widely used in air quality management, but still have large biases in simulations. Accurately and efficiently identifying key sources of simulation biases is crucial for model improvement. However, tra...
Air Pollutants Machine Learning China Air Pollution Models, Chemical Ozone Environmental Monitoring
View on PubMed DOI

An extensive review on infectious disease diagnosis using machine learning techniques and next generation sequencing: State-of-the-art and perspectives.

Computers in biology and medicine Mar 6, 2025
UNLABELLED: Infectious diseases, including tuberculosis (TB), HIV/AIDS, and emerging pathogens like COVID-19 pose severe global health challenges due to their rapid spread and significant morbidity and mortality rates. Next-generation sequencing (NGS...
SARS-CoV-2 High-Throughput Nucleotide Sequencing Humans Machine Learning COVID-19 Algorithms Communicable Diseases
View on PubMed DOI

Development and Validation of an Electronic Health Record-Based, Pediatric Acute Respiratory Distress Syndrome Subphenotype Classifier Model.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Mar 6, 2025
OBJECTIVE: To determine if hyperinflammatory and hypoinflammatory pediatric acute respiratory distress syndrome (PARDS) subphenotypes defined using serum biomarkers can be determined solely from electronic health record (EHR) data using machine learn...
Intensive Care Units, Pediatric ROC Curve Respiratory Distress Syndrome Humans Adolescent Machine Learning Biomarkers Phenotype Child, Preschool Retrospective Studies Child Female Electronic Health Records Male Infant
View on PubMed DOI

Leveraging Automated Machine Learning for Environmental Data-Driven Genetic Analysis and Genomic Prediction in Maize Hybrids.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Mar 6, 2025
Genotype, environment, and genotype-by-environment (G×E) interactions play a critical role in shaping crop phenotypes. Here, a large-scale, multi-environment hybrid maize dataset is used to construct and validate an automated machine learning framewo...
Machine Learning Genotype Zea mays Environment Phenotype Genome-Wide Association Study Genomics Genome, Plant Gene-Environment Interaction
View on PubMed DOI

A Knowledge-Guided Graph Learning Approach Bridging Phenotype- and Target-Based Drug Discovery.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Mar 6, 2025
Discovering therapeutic molecules requires the integration of both phenotype-based drug discovery (PDD) and target-based drug discovery (TDD). However, this integration remains challenging due to the inherent heterogeneity, noise, and bias present in...
Drug Discovery COVID-19 Drug Treatment COVID-19 Phenotype SARS-CoV-2 Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Machine Learning Models With Prognostic Implications for Predicting Gastrointestinal Bleeding After Coronary Artery Bypass Grafting and Guiding Personalized Medicine: Multicenter Cohort Study.

Journal of medical Internet research Mar 6, 2025
BACKGROUND: Gastrointestinal bleeding is a serious adverse event of coronary artery bypass grafting and lacks tailored risk assessment tools for personalized prevention.
Cohort Studies Gastrointestinal Hemorrhage Machine Learning Coronary Artery Bypass Prospective Studies Prognosis Male Humans Precision Medicine Female Middle Aged Aged Risk Assessment
View on PubMed DOI

Preoperative multiclass classification of thymic mass lesions based on radiomics and machine learning.

Cancer imaging : the official publication of the International Cancer Imaging Society Mar 6, 2025
BACKGROUND: Apart from rare cases such as lymphomas, germ cell tumors, neuroendocrine neoplasms, and thymic hyperplasia, thymic mass lesions (TMLs) are typically categorized into cysts, and thymomas. However, the classification results cannot be dete...
Tomography, X-Ray Computed Female Aged Young Adult Adult Radiomics Humans Machine Learning Thymoma Retrospective Studies Male Thymus Neoplasms Middle Aged Mediastinal Cyst Adolescent
View on PubMed DOI
Popular Topics
Recent Journals