AIMC Journal:
Scientific reports

Showing 471 to 480 of 5092 articles

A prediction model of pediatric bone density from plain spine radiographs using deep learning.

Scientific reports Apr 15, 2025
Osteoporosis, a bone disease characterized by decreased bone mineral density (BMD) resulting in decreased mechanical strength and an increased fracture risk, remains poorly understood in children. Herein, we developed/validated a deep learning-based ...
Male Osteoporosis Deep Learning Spine Female Absorptiometry, Photon Adolescent Young Adult Humans Child Bone Density ROC Curve Radiography
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A deep learning approach for blood glucose monitoring and hypoglycemia prediction in glycogen storage disease.

Scientific reports Apr 15, 2025
Glycogen storage disease (GSD) is a group of rare inherited metabolic disorders characterized by abnormal glycogen storage and breakdown. These disorders are caused by mutations in G6PC1, which is essential for proper glucose storage and metabolism. ...
Child Glycogen Storage Disease Hypoglycemia Middle Aged Humans Blood Glucose Self-Monitoring Blood Glucose Deep Learning Algorithms Female Child, Preschool Adolescent Retrospective Studies Adult Male
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Rapid diagnosis of membranous nephropathy based on kidney tissue Raman spectroscopy and deep learning.

Scientific reports Apr 15, 2025
Membranous nephropathy (MN) is one of the most common glomerular diseases. Although the diagnostic method based on serum PLA2R antibodies has gradually been applied in clinical practice, only 52-86% of PLA2R-associated MN patients show positive anti-...
Humans Sensitivity and Specificity Animals Deep Learning Mice Glomerulonephritis, Membranous Kidney Spectrum Analysis, Raman Biopsy Receptors, Phospholipase A2
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Automatic development of speech-in-noise hearing tests using machine learning.

Scientific reports Apr 15, 2025
Understanding speech in noisy environments is a primary challenge for individuals with hearing loss, affecting daily communication and quality of life. Traditional speech-in-noise tests are essential for screening and diagnosing hearing loss but are ...
Speech Perception Hearing Tests Speech Recognition Software Hearing Loss Machine Learning Male Humans Female Middle Aged Adult Noise
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Maize yield estimation in Northeast China's black soil region using a deep learning model with attention mechanism and remote sensing.

Scientific reports Apr 15, 2025
Accurate prediction of maize yields is crucial for effective crop management. In this paper, we propose a novel deep learning framework (CNNAtBiGRU) for estimating maize yield, which is applied to typical black soil areas in Northeast China. This fra...
Deep Learning China Agriculture Remote Sensing Technology Zea mays Soil
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Gated recurrent deep learning approaches to revolutionizing English language learning for personalized instruction and effective instruction.

Scientific reports Apr 15, 2025
Communication is essential for success in today's world, making English language learning (ELL) a crucial skill. Innovative solutions are required to tackle complex language learning issues and meet the various demands of learners. Personalized learn...
Language Learning Deep Learning Neural Networks, Computer Algorithms Humans
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An integrated approach of feature selection and machine learning for early detection of breast cancer.

Scientific reports Apr 15, 2025
Breast cancer ranks among the most prevalent cancers in women globally, with its treatment efficacy heavily reliant on the early identification and diagnosis of the disease. The importance of early detection and diagnosis cannot be overstated in enha...
Female Breast Neoplasms Support Vector Machine Humans Machine Learning Algorithms Early Detection of Cancer
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Brain-guided convolutional neural networks reveal task-specific representations in scene processing.

Scientific reports Apr 15, 2025
Scene categorization is the dominant proxy for visual understanding, yet humans can perform a large number of visual tasks within any scene. Consequently, we know little about how different tasks change how a scene is processed, represented, and its ...
Young Adult Neural Networks, Computer Male Humans Brain Convolutional Neural Networks Brain Mapping Female Photic Stimulation Visual Perception
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Accurate bladder cancer diagnosis using ensemble deep leaning.

Scientific reports Apr 15, 2025
There are an estimated 1.3 million cases of cancer globally each year, making it one of the most serious types of urinary tract cancer. The methods used today for diagnosing and monitoring bladder cancer are intrusive, costly, and time-consuming. In ...
Deep Learning Urinary Bladder Neoplasms Humans Neural Networks, Computer Algorithms
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Multi-scale convolutional transformer network for motor imagery brain-computer interface.

Scientific reports Apr 15, 2025
Brain-computer interface (BCI) systems allow users to communicate with external devices by translating neural signals into real-time commands. Convolutional neural networks (CNNs) have been effectively utilized for decoding motor imagery electroencep...
Humans Signal Processing, Computer-Assisted Brain-Computer Interfaces Imagination Neural Networks, Computer Brain Electroencephalography
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