AIMC Topic: Machine Learning

Clear Filters Showing 331 to 340 of 31198 articles

A machine-learning-powered spectral-dominant multimodal soft wearable system for long-term and early-stage diagnosis of plant stresses.

Science advances Jun 27, 2025
Addressing the global malnutrition crisis requires precise and timely diagnostics of plant stresses to enhance the quality and yield of nutrient-rich crops, such as tomatoes. Soft wearable sensors offer a promising approach by continuously monitoring...
Machine Learning Wearable Electronic Devices Solanum lycopersicum Stress, Physiological Plant Leaves
View on PubMed DOI

Neurons throughout the brain embed robust signatures of their anatomical location into spike trains.

eLife Jun 27, 2025
Neurons in the brain are known to encode diverse information through their spiking activity, primarily reflecting external stimuli and internal states. However, whether individual neurons also embed information about their own anatomical location wit...
Mice, Inbred C57BL Neurons Animals Machine Learning Male Brain Mice Models, Neurological Action Potentials
View on PubMed DOI

Machine learning-based comparison of transperineal vs. transrectal biopsy for prostate cancer diagnosis: evaluating procedural effectiveness.

The Canadian journal of urology Jun 27, 2025
BACKGROUND: Transrectal (TR) and transperineal (TP) biopsies are commonly used methods for diagnosing prostate cancer. However, their comparative effectiveness in conjunction with machine learning (ML) techniques remains underexplored. This study aim...
Middle Aged Predictive Value of Tests Biopsy Prostate Retrospective Studies Humans Aged Prostatic Neoplasms Perineum Rectum Machine Learning Male
View on PubMed DOI

Machine learning for the prediction of spontaneous preterm birth using early second and third trimester maternal blood gene expression: A cautionary tale.

PloS one Jun 27, 2025
Spontaneous preterm birth (sPTB) remains a significant global health challenge and a leading cause of neonatal mortality and morbidity. Despite advancements in neonatal care, the prediction of sPTB remains elusive, in part due to complex etiologies a...
Adult Cohort Studies Premature Birth Pregnancy Trimester, Second ROC Curve Biomarkers Pregnancy Trimester, Third Humans Pregnancy Machine Learning Female
View on PubMed DOI

Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA-A0201.

PloS one Jun 27, 2025
Class Ι major histocompatibility complexes (MHC-Ι), encoded by the highly polymorphic HLA-A, HLA-B, and HLA-C genes in humans, are expressed on all nucleated cells. Both self and foreign proteins are processed to peptides of 8-10 amino acids, loaded ...
HLA-A2 Antigen Peptides Protein Binding Amino Acids Humans Machine Learning
View on PubMed DOI

Comparison of machine learning and validation methods for high-dimensional accelerometer data to detect foot lesions in dairy cattle.

PloS one Jun 27, 2025
Lameness is one of the major production diseases affecting dairy cattle. It is associated with negative welfare in affected cattle, economic losses at the farm level, and adverse effects on sustainability. Prompt identification of lameness is necessa...
Lameness, Animal Dairying Accelerometry Cattle Diseases Principal Component Analysis Machine Learning Animals Cattle Female
View on PubMed DOI

3Mont: A multi-omics integrative tool for breast cancer subtype stratification.

PloS one Jun 27, 2025
Breast Cancer (BRCA) is a heterogeneous disease, and it is one of the most prevalent cancer types among women. Developing effective treatment strategies that address diverse types of BRCA is crucial. Notably, among different BRCA molecular sub-types,...
Prognosis Female Breast Neoplasms Machine Learning Algorithms Humans Multiomics Biomarkers, Tumor Genomics
View on PubMed DOI

Scaffold Hopping with Generative Reinforcement Learning.

Journal of chemical information and modeling Jun 26, 2025
Scaffold hopping-the design of novel scaffolds for existing lead candidates-is a multifaceted and nontrivial task, for medicinal chemists and computational approaches alike. Generative reinforcement learning can iteratively optimize desirable propert...
Machine Learning Drug Design Models, Molecular
View on PubMed DOI

AffiGrapher: Contrastive Heterogeneous Graph Learning with Aromatic Virtual Nodes for RNA-Small Molecule Binding Affinity Prediction.

Journal of chemical information and modeling Jun 26, 2025
RNA molecules exhibit diverse structures and functions, making them promising drug targets. However, predicting RNA-small molecule binding affinity remains challenging due to limited experimental data and the structural variability introduced by mult...
RNA Nucleic Acid Conformation Small Molecule Libraries Machine Learning Molecular Docking Simulation Neural Networks, Computer
View on PubMed DOI

Developing interpretable machine learning models to predict length of stay and disposition decision for adult patients in emergency departments.

BMJ health & care informatics Jun 26, 2025
OBJECTIVE: Machine learning (ML) models have emerged as tools to predict length of stay (LOS) and disposition decision (DD) in emergency departments (EDs) to combat overcrowding. However, site-specific ML models are not transferable to different site...
Humans Triage Machine Learning Emergency Service, Hospital Middle Aged Algorithms Patient Discharge Young Adult Length of Stay Female Adult Male Aged
View on PubMed DOI
Popular Topics
Recent Journals