AIMC Journal:
Scientific reports

Showing 1281 to 1290 of 5366 articles

The analysis of urban collaborative governance in public health emergencies with fuzzy theory based on BP algorithm.

Scientific reports Dec 28, 2024
This study seeks to improve urban supply chain management and collaborative governance in the context of public health emergencies (PHEs) by integrating fuzzy theory with the Back Propagation Neural Network (BPNN) algorithm. By combining these two ap...
Fuzzy Logic Humans Neural Networks, Computer Algorithms Emergencies Public Health
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Novel anoikis-related diagnostic biomarkers for aortic dissection based on machine learning.

Scientific reports Dec 28, 2024
Aortic dissection (AD) is one of the most dangerous diseases of the cardiovascular system, which is characterized by acute onset and poor prognosis, while the pathogenesis of AD is still unclear and may affect or even delay the diagnosis of AD. Ancho...
Tubulin Gene Ontology Humans Anoikis Tumor Suppressor Protein p53 Biomarkers Machine Learning ROC Curve Aortic Dissection Computational Biology
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A calibration framework toward model generalization for bacteria concentration estimation in water resource recovery facilities.

Scientific reports Dec 28, 2024
Reduced bacteria concentrations in wastewater is a key indicator of the efficacy of water resource recovery facilities (WRRFs). However, monitoring the presence of bacterial concentrations in real time at each stage of the WRRF is challenging as it r...
Bacteria Water Resources Calibration Neural Networks, Computer Water Microbiology Wastewater Saudi Arabia
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Decoding of pain during heel lancing in human neonates with EEG signal and machine learning approach.

Scientific reports Dec 28, 2024
Currently, pain assessment using electroencephalogram signals and machine learning methods in clinical studies is of great importance, especially for those who cannot express their pain. Since newborns are among the high-risk group and always experie...
Male Support Vector Machine Pain Measurement Electroencephalography Pain Heel Machine Learning Female Infant, Newborn Humans
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Early prediction of functional impairment at hospital discharge in patients with osteoporotic vertebral fracture: a machine learning approach.

Scientific reports Dec 28, 2024
Although conservative treatment is commonly used for osteoporotic vertebral fracture (OVF), some patients experience functional disability following OVF. This study aimed to develop prediction models for new-onset functional impairment following admi...
Male Patient Discharge Spinal Fractures Osteoporotic Fractures Female Humans Aged Machine Learning Aged, 80 and over
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Predicting host health status through an integrated machine learning framework: insights from healthy gut microbiome aging trajectory.

Scientific reports Dec 28, 2024
The gut microbiome, recognized as a critical component in the development of chronic diseases and aging processes, constitutes a promising approach for predicting host health status. Previous research has underscored the potential of microbiome-based...
Middle Aged Cohort Studies Gastrointestinal Microbiome Health Status Adult Male Aging Female Aged Humans Machine Learning
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Quality prediction of air-cured cigar tobacco leaf using region-based neural networks combined with visible and near-infrared hyperspectral imaging.

Scientific reports Dec 28, 2024
Visible and Near-infrared hyperspectral imaging (VNIR-HSI) combined with machine learning has shown its effectiveness in various detection applications. Specifically, the quality of cigar tobacco leaves undergoes subtle changes due to environmental d...
Nitrogen Tobacco Products Hyperspectral Imaging Deep Learning Plant Leaves Nicotiana Chlorophyll Neural Networks, Computer Spectroscopy, Near-Infrared
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Application of deep learning models on single-cell RNA sequencing analysis uncovers novel markers of double negative T cells.

Scientific reports Dec 28, 2024
Double negative T (DNT) cells are a unique subset of CD3 + TCRαβ + T lymphocytes that lack CD4, CD8, or NK1.1 expression and constitute 3-5% of the total T cell population in C57BL/6 mice. They have increasingly gained recognition for their novel rol...
Animals Deep Learning Single-Cell Analysis Biomarkers Mice, Inbred C57BL Mice Sequence Analysis, RNA
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Multiomics integration and machine learning reveal prognostic programmed cell death signatures in gastric cancer.

Scientific reports Dec 28, 2024
Gastric cancer (GC) is characterized by notable heterogeneity and the impact of molecular subtypes on treatment and prognosis. The role of programmed cell death (PCD) in cellular processes is critical, yet its specific function in GC is underexplored...
Gene Expression Regulation, Neoplastic Apoptosis DNA Copy Number Variations Transcriptome Multiomics Mutation Prognosis Stomach Neoplasms Tumor Microenvironment Biomarkers, Tumor Male Gene Expression Profiling Humans Machine Learning
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Integrating EPSOSA-BP neural network algorithm for enhanced accuracy and robustness in optimizing coronary artery disease prediction.

Scientific reports Dec 28, 2024
Coronary artery disease represents a formidable health threat to middle-aged and elderly populations worldwide. This research introduces an advanced BP neural network algorithm, EPSOSA-BP, which integrates particle swarm optimization, simulated annea...
Algorithms Principal Component Analysis Coronary Artery Disease Humans Neural Networks, Computer
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