AIMC Topic: Neural Networks, Computer

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Fine grained automatic left ventricle segmentation via ROI based Tri-Convolutional neural networks.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: The left ventricle segmentation (LVS) is crucial to the assessment of cardiac function. Globally, cardiovascular disease accounts for the majority of deaths, posing a significant health threat. In recent years, LVS has gained important at...
Heart Ventricles Deep Learning Image Processing, Computer-Assisted Humans Magnetic Resonance Imaging Neural Networks, Computer
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Multi-dimensional dense attention network for pixel-wise segmentation of optic disc in colour fundus images.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Segmentation of retinal fragments like blood vessels, Optic Disc (OD), and Optic Cup (OC) enables the early detection of different retinal pathologies like Diabetic Retinopathy (DR), Glaucoma, etc.
Fundus Oculi Humans Deep Learning Image Interpretation, Computer-Assisted Diabetic Retinopathy Image Processing, Computer-Assisted Optic Disk Neural Networks, Computer Glaucoma
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An effective deep learning-based approach for splice site identification in gene expression.

Science progress Jan 1, 2024
A crucial stage in eukaryote gene expression involves mRNA splicing by a protein assembly known as the spliceosome. This step significantly contributes to generating and properly operating the ultimate gene product. Since non-coding introns disrupt e...
Algorithms Deep Learning Computational Biology Humans Neural Networks, Computer RNA Splicing Exons RNA Splice Sites RNA, Messenger Gene Expression Introns
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Alzheimer's Disease Prediction Using Fly-Optimized Densely Connected Convolution Neural Networks Based on MRI Images.

The journal of prevention of Alzheimer's disease Jan 1, 2024
Alzheimer's is a degenerative brain cell disease that affects around 5.8 million people globally. The progressive neurodegenerative disease known as Alzheimer's Disease (AD), affects the frontal cortex, the part of the brain in charge of memory, lang...
Alzheimer Disease Deep Learning Humans Image Processing, Computer-Assisted Neural Networks, Computer Magnetic Resonance Imaging Brain
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Multiple semantic X-ray medical image retrieval using efficient feature vector extracted by FPN.

Journal of X-ray science and technology Jan 1, 2024
OBJECTIVE: Content-based medical image retrieval (CBMIR) has become an important part of computer-aided diagnostics (CAD) systems. The complex medical semantic information inherent in medical images is the most difficult part to improve the accuracy ...
Radiography Information Storage and Retrieval Semantics X-Rays Neural Networks, Computer Algorithms Humans Image Processing, Computer-Assisted
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Development of an efficient novel method for coronary artery disease prediction using machine learning and deep learning techniques.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Heart disease is a severe health issue that results in high fatality rates worldwide. Identifying cardiovascular diseases such as coronary artery disease (CAD) and heart attacks through repetitive clinical data analysis is a significant t...
Humans Neural Networks, Computer Deep Learning Support Vector Machine Bayes Theorem Coronary Artery Disease Female Male Machine Learning Middle Aged Algorithms
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CNN-based glioma detection in MRI: A deep learning approach.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: More than a million people are affected by brain tumors each year; high-grade gliomas (HGGs) and low-grade gliomas (LGGs) present serious diagnostic and treatment hurdles, resulting in shortened life expectancies. Glioma segmentation is s...
Middle Aged Deep Learning Glioma Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Adult Brain Neoplasms Male Algorithms Female Humans Neural Networks, Computer
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Mental fatigue recognition study based on 1D convolutional neural network and short-term ECG signals.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Mental fatigue has become a non-negligible health problem in modern life, as well as one of the important causes of social transportation, production and life accidents.
Female Adult Male Neural Networks, Computer Machine Learning Electrocardiography Mental Fatigue Humans
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A Computational Framework for Memory Engrams.

Advances in neurobiology Jan 1, 2024
Memory engrams in mice brains are potentially related to groups of concept cells in human brains. A single concept cell in human hippocampus responds, for example, not only to different images of the same object or person but also to its name written...
Neural Networks, Computer Brain Animals Humans Mental Recall Neurons Hippocampus Memory Mice Models, Neurological
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Hemi-diaphragm detection of chest X-ray images based on convolutional neural network and graphics.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: Chest X-rays (CXR) are widely used to facilitate the diagnosis and treatment of critically ill and emergency patients in clinical practice. Accurate hemi-diaphragm detection based on postero-anterior (P-A) CXR images is crucial for the di...
Humans Neural Networks, Computer Lung Diseases Radiography, Thoracic Diaphragm
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