AIMC Topic: Neural Networks, Computer

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Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks.

PloS one Jul 8, 2025
PURPOSE: Machine learning is a powerful tool to develop algorithms for clinical diagnosis. However, standard machine learning algorithms are not perfectly suited for clinical data since the data are interconnected and may contain time series. As show...
Blood Cell Count Graph Neural Networks Machine Learning Algorithms Sepsis Humans Neural Networks, Computer
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Simulation of emitter discharge along drip laterals under drip fertigation system using artificial neural network.

PloS one Jul 8, 2025
Simulation of emitter discharge under a drip fertigation system is important for capturing the variation in water and nutrient distribution to crops. This is important for an effective design and irrigation management for agricultural crops. Moreover...
Crops, Agricultural Agricultural Irrigation Computer Simulation Neural Networks, Computer Models, Theoretical
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Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network.

PloS one Jul 8, 2025
Accurate risk assessment in international trade settlement has become increasingly critical as global financial transactions grow in scale and complexity. This study proposes a hybrid model-Genetic Algorithm-optimized Fuzzy Neural Network (GA-FNN)-to...
Humans Neural Networks, Computer Algorithms Fuzzy Logic Commerce Genetic Algorithms Risk Assessment Support Vector Machine
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Filter-type neural network-based counter-pulsation control in pulsatile ECMO: improving heartbeat-pulse discrimination and synchronization accuracy.

Biomedical engineering online Jul 7, 2025
Implementing counter-pulsation (CP) control in pulsatile extracorporeal membrane oxygenator (p-ECMO) systems offers a refined approach to mitigate risks commonly associated with conventional ECMOs. To attain CP between the p-ECMO and heart, accurate ...
Signal Processing, Computer-Assisted Electrocardiography Neural Networks, Computer Humans Pulsatile Flow Algorithms Extracorporeal Membrane Oxygenation Blood Pressure Heart Rate
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Multi-task genomic prediction using gated residual variable selection neural networks.

BMC bioinformatics Jul 7, 2025
BACKGROUND: The recent development of high-throughput sequencing techniques provide massive data that can be used in genome-wide prediction (GWP). Although GWP is effective on its own, the incorporation of traditional polygenic pedigree information i...
Bayes Theorem Pedigree Genomics Models, Genetic Animals Swine Mice Neural Networks, Computer
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Dynamicasome-a molecular dynamics-guided and AI-driven pathogenicity prediction catalogue for all genetic mutations.

Communications biology Jul 7, 2025
Advances in genomic medicine accelerate the identification of mutations in disease-associated genes, but the pathogenicity of many mutations remains unknown, hindering their use in diagnostics and clinical decision-making. Predictive AI models are ge...
Humans Neural Networks, Computer Mutation Molecular Dynamics Simulation Artificial Intelligence Mixed Function Oxygenases
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Deep learning-based video analysis for automatically detecting penetration and aspiration in videofluoroscopic swallowing study.

Scientific reports Jul 7, 2025
The videofluoroscopic swallowing study (VFSS) is the gold standard for diagnosing dysphagia, but its interpretation is time-consuming and requires expertise. This study developed a deep learning model for automatically detecting penetration and aspir...
Swallows Deglutition Disorders Deglutition Fluoroscopy Video Recording Adult Male Deep Learning Neural Networks, Computer Humans Female ROC Curve Aged Middle Aged
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AG-MS3D-CNN multiscale attention guided 3D convolutional neural network for robust brain tumor segmentation across MRI protocols.

Scientific reports Jul 7, 2025
Accurate segmentation of brain tumors from multimodal Magnetic Resonance Imaging (MRI) plays a critical role in diagnosis, treatment planning, and disease monitoring in neuro-oncology. Traditional methods of tumor segmentation, often manual and labou...
Magnetic Resonance Imaging Convolutional Neural Networks Imaging, Three-Dimensional Humans Brain Neoplasms Deep Learning Neural Networks, Computer
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Novel 59-layer dense inception network for robust deepfake identification.

Scientific reports Jul 7, 2025
The exponential growth of Artificial Intelligence (AI) has led to the emergence of cutting edge methods and a plethora of new tools for media editing. The use of these tools has also facilitated the spread of false information, propaganda, and harass...
Social Media Artificial Intelligence Video Recording Humans Algorithms Neural Networks, Computer
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Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation.

PloS one Jul 7, 2025
This article proposes a novel approach for vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation named MixNet. In industrial environments where equipment reliability directly im...
Humans Neural Networks, Computer Signal Processing, Computer-Assisted Equipment Failure Analysis Vibration Deep Learning Convolutional Neural Networks
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