Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 1,031 to 1,040 of 6,800 articles

A deep learning model for early diagnosis of alzheimer's disease combined with 3D CNN and video Swin transformer.

Scientific reports Jul 2, 2025
Alzheimer's disease (AD) constitutes a neurodegenerative disorder predominantly observed in the geriatric population. If AD can be diagnosed early, both in terms of prevention and treatment, it is very beneficial to patients. Therefore, our team prop... read more 
Humans Early Diagnosis Neural Networks, Computer Magnetic Resonance Imaging Alzheimer Disease Male Female Deep Learning Aged Imaging, Three-Dimensional

Jackalope Plus tool for post-coordination, ontology development, and precise mapping in observational health studies.

Scientific reports Jul 2, 2025
Accurate mapping of complex health data to the OMOP CDM while preserving clinical nuance remains a challenge. We introduce Jackalope Plus, a novel tool leveraging SNOMED CT post-coordination and a GPT-4o mini LLM, to significantly enhance the precisi... read more 
Software Observational Studies as Topic Systematized Nomenclature of Medicine Biological Ontologies Humans

Advanced multiscale machine learning for nerve conduction velocity analysis.

Scientific reports Jul 2, 2025
This paper presents an advanced machine learning (ML) framework for precise nerve conduction velocity (NCV) analysis, integrating multiscale signal processing with physiologically-constrained deep learning. Our approach addresses three fundamental li... read more 
Neural Networks, Computer Machine Learning Humans Signal Processing, Computer-Assisted Wavelet Analysis Neural Conduction Female Male

Integrating bioinformatics and machine learning to investigate the mechanisms by which three major respiratory infectious diseases exacerbate heart failure.

Scientific reports Jul 2, 2025
Heart failure (HF) is a severe cardiovascular disease often worsened by respiratory infections like influenza, COVID-19, and community-acquired pneumonia (CAP). This study aims to uncover the molecular commonalities among these respiratory diseases a... read more 
Community-Acquired Infections ROC Curve Gene Regulatory Networks Influenza, Human COVID-19 Humans Computational Biology Heart Failure SARS-CoV-2 Machine Learning

Key factors in predictive analysis of cardiovascular risks in public health.

Scientific reports Jul 2, 2025
This research emphasizes the role of analytics in evaluating the risk of disease (CVD) focusing on thorough data preparation and feature engineering for accurate predictions. We studied machine learning (ML) and learning (DL) models, such as Logistic... read more 
Cardiovascular Diseases Risk Assessment Machine Learning Risk Factors ROC Curve Logistic Models Heart Disease Risk Factors Public Health Deep Learning Humans

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data.

Scientific reports Jul 2, 2025
This paper presents a comprehensive comparison of deep learning models for predictive maintenance (PdM) in industrial manufacturing systems using sensor data. We propose a framework that encompasses data acquisition, preprocessing, and model construc... read more 

Enhancing breast cancer diagnosis through machine learning algorithms.

Scientific reports Jul 2, 2025
Among the most important health concerns in the world, and the number one cause of death in women, is breast cancer. Bearing in mind that there are more than 100 types of cancer, each presenting different symptoms, its early detection is indeed a big... read more 
Female Breast Neoplasms Early Detection of Cancer Algorithms Prognosis Humans Machine Learning

Predictive modelling of air pollution affecting human tuberculosis risk on Mainland China.

Scientific reports Jul 2, 2025
In this study, we investigated the correlation between air pollution indicators and pulmonary tuberculosis (TB) incidence and mortality rates across provincial administrative regions of China from January 2013 to December 2020 to develop predictive m... read more 
Tuberculosis Seasons Tuberculosis, Pulmonary Air Pollutants Air Pollution China Incidence Humans Machine Learning

Future soil erosion trends in Canadian agricultural lands from runoff and sustainability impacts.

Scientific reports Jul 2, 2025
Human activities have significantly altered agricultural regions, leading to critical issues such as reduced soil fertility, biodiversity loss, and accelerated soil erosion. Despite their importance, reliable erosion maps for Canadian croplands remai... read more 

Scalable geometric learning with correlation-based functional brain networks.

Scientific reports Jul 2, 2025
Correlation matrices serve as fundamental representations of functional brain networks in neuroimaging. Conventional analyses often treat pairwise interactions independently within Euclidean space, neglecting the underlying geometry of correlation st... read more 
Neuroimaging Computer Simulation Algorithms Nerve Net Humans Brain Mapping Brain Magnetic Resonance Imaging Machine Learning Electroencephalography
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