AIMC Topic: Machine Learning

Clear Filters Showing 471 to 480 of 31239 articles

Extremity Soft Tissue Sarcoma Reconstruction Nomograms: A Clinicoradiomic, Machine Learning-Powered Predictor of Postoperative Outcomes.

JCO clinical cancer informatics Jun 11, 2025
PURPOSE: The choice of wound closure modality after limb-sparing extremity soft-tissue sarcoma (eSTS) resection is fraught with uncertainty. Leveraging machine learning and clinicoradiomic data, we developed Sarcoma Reconstruction Nomograms (SARCON),...
Humans Machine Learning Retrospective Studies Extremities Sarcoma Soft Tissue Neoplasms Middle Aged Postoperative Complications Treatment Outcome Plastic Surgery Procedures Nomograms Young Adult Adult Female Male Aged
View on PubMed DOI

DeepSeek-AI-enhanced virtual reality training for mass casualty management: Leveraging machine learning for personalized instructional optimization.

PloS one Jun 11, 2025
OBJECTIVE: This study aimed to evaluate the effectiveness of a virtual reality (VR) training system for mass casualty management, integrating artificial intelligence (AI) and machine learning (ML) to analyze trainee performance and error patterns. Th...
Male Machine Learning Humans Female Artificial Intelligence Mass Casualty Incidents Virtual Reality Adult
View on PubMed DOI

Tailored knowledge distillation with automated loss function learning.

PloS one Jun 11, 2025
Knowledge Distillation (KD) is one of the most effective and widely used methods for model compression of large models. It has achieved significant success with the meticulous development of distillation losses. However, most state-of-the-art KD loss...
Learning Humans Knowledge Machine Learning Neural Networks, Computer Distillation Algorithms
View on PubMed DOI

Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling.

PloS one Jun 11, 2025
Natural gas (NG) is relatively a clean source of energy, particularly compared to fossil fuels, and worldwide consumption of NG has been increasing almost linearly in the last two decades. A similar trend can also be seen in Turkey, while another sim...
Forecasting Humans Turkey Cities Natural Gas Machine Learning Models, Theoretical
View on PubMed DOI

Identifying determinants of under-5 mortality in Bangladesh: A machine learning approach with BDHS 2022 data.

PloS one Jun 11, 2025
BACKGROUND: Under-5 mortality in Bangladesh remains a critical indicator of public health and socio-economic development. Traditional methods often struggle to capture the complex, non-linear relationships influencing under-5 mortality. This study le...
Female Infant, Newborn Male Infant Adult Humans Machine Learning Algorithms Child Mortality Infant Mortality Child, Preschool Bangladesh Health Surveys
View on PubMed DOI

Non-end-to-end adaptive graph learning for multi-scale temporal traffic flow prediction.

PloS one Jun 11, 2025
Accurate traffic flow prediction is vital for intelligent transportation systems but presents significant challenges. Existing methods, however, have the following limitations: (1) insufficient exploration of interactions across different temporal sc...
Neural Networks, Computer Machine Learning Humans Transportation Algorithms
View on PubMed DOI

Machine Learning Driven Synthesis of Cobalt Oxide Entrapped Heteroatom-Doped Graphitic Carbon Nitride for Enhanced Oxygen Evolution Reaction.

PloS one Jun 11, 2025
Developing highly efficient electrocatalysts for the oxygen evolution reaction is hindered by sluggish multi-electron kinetics, poor charge transfer efficiency, and limited active site accessibility. Transition metal-based electrocatalysts, such as c...
Nitrogen Compounds Catalysis Cobalt Graphite Oxygen Machine Learning Oxides
View on PubMed DOI

Bayesian optimization and machine learning for vaccine formulation development.

PloS one Jun 11, 2025
Developing vaccines with a better stability is an area of improvement to meet the global health needs of preventing infectious diseases. With the advancement of data science and artificial intelligence, innovative approaches have emerged. This manusc...
Vaccines Humans Vaccine Development Bayes Theorem Machine Learning
View on PubMed DOI

Machine learning driven biomarker selection for medical diagnosis.

PloS one Jun 11, 2025
Recent advances in experimental methods have enabled researchers to collect data on thousands of analytes simultaneously. This has led to correlational studies that associated molecular measurements with diseases such as Alzheimer's, Liver, and Gastr...
Machine Learning Algorithms Biomarkers Humans Sensitivity and Specificity Logistic Models
View on PubMed DOI

Unveiling Hidden Health Risks: Machine Learning Enhanced Modeling of Plastic Additive Release Kinetics in Fresh Produce Packaging.

Environmental science & technology Jun 10, 2025
Fresh produce packaging (FPP) plays a critical role in protecting fruits and vegetables from various environmental factors. However, the presence, migration, and human health risks of additives in FPP have received limited attention. This study inves...
Fruit Humans Vegetables Machine Learning Plastics Food Packaging Plasticizers Kinetics
View on PubMed DOI
Popular Topics
Recent Journals