AI Medical Compendium Journal:
Mathematical biosciences and engineering : MBE

Showing 71 to 80 of 288 articles

Deep CNNs for glioma grading on conventional MRIs: Performance analysis, challenges, and future directions.

Mathematical biosciences and engineering : MBE Mar 6, 2024
The increasing global incidence of glioma tumors has raised significant healthcare concerns due to their high mortality rates. Traditionally, tumor diagnosis relies on visual analysis of medical imaging and invasive biopsies for precise grading. As a...
Deep Learning Image Processing, Computer-Assisted Reproducibility of Results Brain Neoplasms Neoplasm Grading Image Interpretation, Computer-Assisted Glioma Magnetic Resonance Imaging Humans Algorithms Brain Neural Networks, Computer
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A novel lightweight deep learning approach for simultaneous optic cup and optic disc segmentation in glaucoma detection.

Mathematical biosciences and engineering : MBE Mar 4, 2024
Glaucoma is a chronic neurodegenerative disease that can result in irreversible vision loss if not treated in its early stages. The cup-to-disc ratio is a key criterion for glaucoma screening and diagnosis, and it is determined by dividing the area o...
Humans Optic Disk Algorithms Fundus Oculi Deep Learning Neural Networks, Computer Reproducibility of Results Fuzzy Logic Image Processing, Computer-Assisted Glaucoma Image Interpretation, Computer-Assisted
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Micro-expression recognition based on multi-scale 3D residual convolutional neural network.

Mathematical biosciences and engineering : MBE Mar 1, 2024
In demanding application scenarios such as clinical psychotherapy and criminal interrogation, the accurate recognition of micro-expressions is of utmost importance but poses significant challenges. One of the main difficulties lies in effectively cap...
Neural Networks, Computer Algorithms Databases, Factual Face Humans Pattern Recognition, Automated Imaging, Three-Dimensional Facial Expression Image Processing, Computer-Assisted
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HRGCNLDA: Forecasting of lncRNA-disease association based on hierarchical refinement graph convolutional neural network.

Mathematical biosciences and engineering : MBE Feb 29, 2024
Long non-coding RNA (lncRNA) is considered to be a crucial regulator involved in various human biological processes, including the regulation of tumor immune checkpoint proteins. It has great potential as both a cancer biomolecular biomarker and ther...
RNA, Long Noncoding Female Lung Neoplasms Area Under Curve Breast Neoplasms Neoplasms Algorithms Biomarkers, Tumor Computational Biology Forecasting Humans Neural Networks, Computer ROC Curve
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Cross-subject EEG-based emotion recognition through dynamic optimization of random forest with sparrow search algorithm.

Mathematical biosciences and engineering : MBE Feb 29, 2024
The objective of EEG-based emotion recognition is to classify emotions by decoding signals, with potential applications in the fields of artificial intelligence and bioinformatics. Cross-subject emotion recognition is more difficult than intra-subjec...
Emotions Artificial Intelligence Electroencephalography Random Forest Algorithms
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Facial age recognition based on deep manifold learning.

Mathematical biosciences and engineering : MBE Feb 28, 2024
Facial age recognition has been widely used in real-world applications. Most of current facial age recognition methods use deep learning to extract facial features to identify age. However, due to the high dimension features of faces, deep learning m...
Neural Networks, Computer Deep Learning
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Convolutional transformer-driven robust electrocardiogram signal denoising framework with adaptive parametric ReLU.

Mathematical biosciences and engineering : MBE Feb 26, 2024
The electrocardiogram (ECG) is a widely used diagnostic tool for cardiovascular diseases. However, ECG recording is often subject to various noises, which can limit its clinical evaluation. To address this issue, we propose a novel Transformer-based ...
Electrocardiography Signal Processing, Computer-Assisted Electric Power Supplies Signal-To-Noise Ratio Neural Networks, Computer Algorithms
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Toward robust and privacy-enhanced facial recognition: A decentralized blockchain-based approach with GANs and deep learning.

Mathematical biosciences and engineering : MBE Feb 26, 2024
In recent years, the extensive use of facial recognition technology has raised concerns about data privacy and security for various applications, such as improving security and streamlining attendance systems and smartphone access. In this study, a b...
Humans Privacy Phenotype Facial Recognition Deep Learning Blockchain
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Data governance and Gensini score automatic calculation for coronary angiography with deep-learning-based natural language extraction.

Mathematical biosciences and engineering : MBE Feb 23, 2024
With the widespread adoption of electronic health records, the amount of stored medical data has been increasing. Clinical data, often in the form of semi-structured or unstructured electronic medical records (EMRs), contains rich patient information...
Coronary Angiography Humans Machine Learning Deep Learning Language Natural Language Processing
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A snail species identification method based on deep learning in food safety.

Mathematical biosciences and engineering : MBE Feb 17, 2024
In daily life, snail classification is an important mean to ensure food safety and prevent the occurrence of situations that toxic snails are mistakenly consumed. However, the current methods for snail classification are mostly based on manual labor,...
Food Deep Learning Food Safety Software
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