AIMC Journal:
Scientific reports

Showing 491 to 500 of 5092 articles

Machine learning models for improving the diagnosing efficiency of skeletal class I and III in German orthodontic patients.

Scientific reports Apr 13, 2025
The precise and efficient diagnosis of an individual's skeletal class is necessary in orthodontics to ensure correct and stable treatment planning. However, it is difficult to efficiently determine the true skeletal class due to several correlations ...
Germany Female Humans Cross-Sectional Studies Young Adult Malocclusion, Angle Class III Machine Learning Male Child Adult Malocclusion, Angle Class I Prospective Studies Adolescent Principal Component Analysis Cephalometry
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The satisfaction of ecological environment in sports public services by artificial intelligence and big data.

Scientific reports Apr 13, 2025
In order to gain a more accurate understanding and enhance the relationship between the fitness ecological environment and artificial intelligence (AI)-driven sports public services, this study combines a Convolutional Neural Network (CNN) approach b...
Humans Sports Neural Networks, Computer Surveys and Questionnaires Artificial Intelligence Big Data Personal Satisfaction
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Hybrid of DSR-GAN and CNN for Alzheimer disease detection based on MRI images.

Scientific reports Apr 13, 2025
In this paper, we propose a deep super-resolution generative adversarial network (DSR-GAN) combined with a convolutional neural network (CNN) model designed to classify four stages of Alzheimer's disease (AD): Mild Dementia (MD), Moderate Dementia (M...
Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Magnetic Resonance Imaging Alzheimer Disease Algorithms Deep Learning ROC Curve Humans Neural Networks, Computer
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Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers.

Scientific reports Apr 12, 2025
Early screening for cancer has proven to improve the survival rate and spare patients from intensive and costly treatments due to late diagnosis. Cancer screening in the healthy population involves an initial risk stratification step to determine the...
ROC Curve Early Detection of Cancer Humans Female Algorithms Biomarkers, Tumor Risk Assessment Risk Factors Male Neoplasms Aged Middle Aged Deep Learning
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Driver facial emotion tracking using an enhanced residual network with weighted fusion of channel and spatial attention.

Scientific reports Apr 12, 2025
Facial expression recognition (FER) plays a crucial role in interpreting human emotions and intentions in real-life applications, such as advanced driver assistance systems. However, it faces challenges due to subtle facial variations, environmental ...
Humans Automated Facial Recognition Facial Expression Emotions Neural Networks, Computer Facial Recognition Algorithms Attention
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Integrating advanced deep learning techniques for enhanced detection and classification of citrus leaf and fruit diseases.

Scientific reports Apr 12, 2025
In this study, we evaluate the performance of four deep learning models, EfficientNetB0, ResNet50, DenseNet121, and InceptionV3, for the classification of citrus diseases from images. Extensive experiments were conducted on a dataset of 759 images di...
Plant Leaves Fruit Plant Diseases Image Enhancement Deep Learning Convolutional Neural Networks Agriculture Citrus
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Estimating gait parameters from sEMG signals using machine learning techniques under different power capacity of muscle.

Scientific reports Apr 12, 2025
The gait analysis has been applied in many fields, such as the assessment of falling, force evaluation in sports, and gait disorder detection for neuromuscular diseases. Its main recording techniques include video cameras and wearable sensors. Howeve...
Adult Male Muscle, Skeletal Machine Learning Female Young Adult Muscle Fatigue Electromyography Gait Gait Analysis Humans
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Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings.

Scientific reports Apr 11, 2025
Ensuring data privacy in medical image classification is a critical challenge in healthcare, especially with the increasing reliance on AI-driven diagnostics. In fact, over 30% of healthcare organizations globally have experienced a data breach in th...
Humans Magnetic Resonance Imaging Federated Learning Confidentiality Privacy Data Mining
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Machine learning-based integration reveals reliable biomarkers and potential mechanisms of NASH progression to fibrosis.

Scientific reports Apr 11, 2025
Non-alcoholic fatty liver disease (NAFLD) affects about 25% of adults worldwide. Its advanced form, non-alcoholic steatohepatitis (NASH), is a major cause of liver fibrosis, but there are no non-invasive tests for diagnosing or preventing it. In our ...
Algorithms Biomarkers Disease Progression Humans Liver Cirrhosis Machine Learning Non-alcoholic Fatty Liver Disease
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Identification of M1 macrophage infiltration-related genes for immunotherapy in Her2-positive breast cancer based on bioinformatics analysis and machine learning.

Scientific reports Apr 11, 2025
Over the past several decades, there has been a significant increase in the number of breast cancer patients. Among the four subtypes of breast cancer, Her2-positive breast cancer is one of the most aggressive breast cancers. In this study, we screen...
Female Breast Neoplasms Biomarkers, Tumor Machine Learning Macrophages Humans Prognosis Gene Expression Profiling Protein Interaction Maps Gene Regulatory Networks Computational Biology Gene Expression Regulation, Neoplastic Immunotherapy Receptor, ErbB-2
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