AIMC Journal:
Scientific reports

Showing 871 to 880 of 5361 articles

Improving Malaria diagnosis through interpretable customized CNNs architectures.

Scientific reports Feb 22, 2025
Malaria, which is spread via female Anopheles mosquitoes and is brought on by the Plasmodium parasite, persists as a serious illness, especially in areas with a high mosquito density. Traditional detection techniques, like examining blood samples wit...
ROC Curve Malaria Plasmodium Humans Anopheles Algorithms Neural Networks, Computer Female Animals
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Optimizing eco-friendly jewelry design through an integrated eco-innovation approach using artificial neural networks.

Scientific reports Feb 22, 2025
Achieving sustainable practices in the jewelry industry necessitates the adoption of optimized eco-design approaches. The optimization of eco-friendly jewelry design was investigated in this study through an integrated analysis of materials, digital ...
Conservation of Natural Resources Jewelry Neural Networks, Computer Biocompatible Materials
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A hybrid inception-dilated-ResNet architecture for deep learning-based prediction of COVID-19 severity.

Scientific reports Feb 22, 2025
Chest computed tomography (CT) scans are essential for accurately assessing the severity of the novel Coronavirus (COVID-19), facilitating appropriate therapeutic interventions and monitoring disease progression. However, determining COVID-19 severit...
Humans Neural Networks, Computer Deep Learning COVID-19 Tomography, X-Ray Computed Male Female Lung SARS-CoV-2 Severity of Illness Index
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New machine-learning models outperform conventional risk assessment tools in Gastrointestinal bleeding.

Scientific reports Feb 21, 2025
Rapid and accurate identification of high-risk acute gastrointestinal bleeding (GIB) patients is essential. We developed two machine-learning (ML) models to calculate the risk of in-hospital mortality in patients admitted due to overt GIB. We analyze...
Aged Aged, 80 and over Male Hungary Middle Aged Machine Learning Gastrointestinal Hemorrhage Risk Assessment ROC Curve Prospective Studies Humans Hospital Mortality Area Under Curve Female Registries
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Generalizable deep neural networks for image quality classification of cervical images.

Scientific reports Feb 21, 2025
Successful translation of artificial intelligence (AI) models into clinical practice, across clinical domains, is frequently hindered by the lack of image quality control. Diagnostic models are often trained on images with no denotation of image qual...
Image Interpretation, Computer-Assisted Neural Networks, Computer Female Uterine Cervical Neoplasms Deep Learning Image Processing, Computer-Assisted Cervix Uteri Humans
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Machine learning based seizure classification and digital biosignal analysis of ECT seizures.

Scientific reports Feb 21, 2025
While artificial intelligence has received considerable attention in various medical fields, its application in the field of electroconvulsive therapy (ECT) remains rather limited. With the advent of digital seizure collection systems, the developmen...
Electroconvulsive Therapy Adult Male Middle Aged Electroencephalography Seizures Signal Processing, Computer-Assisted Machine Learning Female Aged Humans
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Explainable label guided lightweight network with axial transformer encoder for early detection of oral cancer.

Scientific reports Feb 21, 2025
Oral cavity cancer exhibits high morbidity and mortality rates. Therefore, it is essential to diagnose the disease at an early stage. Machine learning and convolution neural networks (CNN) are powerful tools for diagnosing mouth and oral cancer. In t...
Neural Networks, Computer Machine Learning Algorithms Humans Early Detection of Cancer Mouth Neoplasms
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Reliability of noninvasive hyperspectral tongue diagnosis for menstrual diseases using machine learning method.

Scientific reports Feb 20, 2025
The outward appearance of human tongue can reflect changes in blood circulation caused by pathological states, and it has been used as an assisted method for clinical diseases diagnosis for thousands of years in China. The purpose of this study is to...
Neural Networks, Computer Machine Learning Algorithms Humans Tongue Hyperspectral Imaging Menstruation Menstruation Disturbances Young Adult Female Adult Reproducibility of Results Support Vector Machine
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Remote sensing estimation of aboveground biomass of different forest types in Xinjiang based on machine learning.

Scientific reports Feb 20, 2025
Forest aboveground biomass (AGB) is a key indicator reflecting the function and quality of forest ecosystems, and accurate large-scale estimations of forest AGB are essential for effective forest ecosystem management. However, owing to limitations in...
Support Vector Machine Remote Sensing Technology Forests Ecosystem Machine Learning Satellite Imagery Biomass Algorithms China
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A 3D medical image segmentation network based on gated attention blocks and dual-scale cross-attention mechanism.

Scientific reports Feb 20, 2025
In the field of multi-organ 3D medical image segmentation, Convolutional Neural Networks (CNNs) are limited to extracting local feature information, while Transformer-based architectures suffer from high computational complexity and inadequate extrac...
Algorithms Imaging, Three-Dimensional Humans Image Processing, Computer-Assisted Neural Networks, Computer
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