Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 61,661 to 61,670 of 229,091 articles

Dataset-centric evaluation of federated intrusion detection models in IoT networks.

Scientific reports Jan 16, 2026
Intrusion detection systems (IDS) leveraging federated learning (FL) are increasingly deployed in Internet of Things (IoT) environments to address distributed data and privacy constraints. However, generalization remains unclear because most evaluati... read more 

Automated 4D flow MRI pipeline for the quantification of advanced hemodynamic parameters in the left atrium.

Scientific reports Jan 16, 2026
The left atrium (LA) plays a pivotal role in modulating left ventricular filling, yet its hemodynamics remain poorly understood due to the limitations of conventional ultrasound analysis. Four-dimensional flow magnetic resonance imaging (4D Flow MRI)... read more 

Automated detection of giant cell arteritis from temporal artery biopsy specimens using deep learning approaches.

Scientific reports Jan 16, 2026
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Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data.

Nature communications Jan 16, 2026
Spatial transcriptomics (ST) links tissue morphology with gene expression values, opening new avenues for digital pathology. Deep learning models are used to predict gene expression or classify cell types directly from images, offering significant cl... read more 

Dual path fairness optimization for graph neural network based recommendation.

Scientific reports Jan 16, 2026
Graph Neural Networks (GNNs) have been widely used in recommender systems due to their ability to model high-order user-item interactions. However, their message-passing mechanism can inadvertently amplify data biases, which may increase group unfair... read more 

Hybrid quantum classical framework for electroencephalogram driven neurological processing in epileptic seizure taxonomy.

Scientific reports Jan 16, 2026
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Integrating random forest-based regression kriging for analyzing spatial variability of rainfall in arid and semi-arid regions.

Scientific reports Jan 16, 2026
Understanding the spatial variability of precipitation is essential for water resource management and climate adaptation, especially in arid and semi-arid regions with strong spatiotemporal heterogeneity. Traditional geostatistical methods, such as o... read more 

Deep learning for detecting depression in individuals with and without alexithymia.

Communications medicine Jan 16, 2026
BACKGROUND: To accurately detect individuals' mental health issues using artificial intelligence and self-report scales, it is crucial to recognize how personal characteristics can affect the detection. This study focuses on the role of alexithymia-a... read more 

Intelligent identification method for drilling conditions based on artificial neural networks.

Scientific reports Jan 16, 2026
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Exploring oceanic depths: unveiling hidden treasures with IoT and ensembled deep hybrid learning model.

Scientific reports Jan 16, 2026
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