AIMC Topic: Algorithms

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High-precision deformation monitoring and intelligent early warning for wellbore based on BDS/GNSS.

PloS one Jun 23, 2025
To address the complex deformation of wellbores influenced by surrounding coal mining operations, this study employed an improved modified least-squares ambiguity decorrelation (MLAMBDA) algorithm based on the double-difference model for high-frequen...
Geographic Information Systems Deep Learning Coal Mining Algorithms
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Fine-grained image generation with EEG multi-level semantics.

Computer methods and programs in biomedicine Jun 22, 2025
BACKGROUND AND OBJECTIVE: Decoding visual information from electroencephalography (EEG) signals is crucial in neuroscience and artificial intelligence. While existing methods have been able to extract high-level features such as object categories, th...
Electroencephalography Semantics Artificial Intelligence Algorithms Image Processing, Computer-Assisted Humans
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Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights.

Computer methods and programs in biomedicine Jun 21, 2025
INTRODUCTION: Machine Learning (ML) is transforming medical research by enhancing diagnostic accuracy, predicting disease progression, and personalizing treatments. While general models trained on large datasets identify broad patterns across populat...
Humans Machine Learning Stochastic Processes Algorithms Reproducibility of Results
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SE-ATT-YOLO- A deep learning driven ultrasound based respiratory motion compensation system for precision radiotherapy.

Computers in biology and medicine Jun 21, 2025
OBJECTIVE: The therapeutic management of neoplasm employs high level energy beam to ablate malignant cells, which can cause collateral damage to adjacent normal tissue. Furthermore, respiration-induced organ motion, during radiotherapy can lead to si...
Deep Learning Ultrasonography Image Processing, Computer-Assisted Algorithms Neoplasms Respiration Movement Diaphragm Humans
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A strategy based on paraconsistent random forest for sEMG gesture recognition systems robust to contaminated data.

Computers in biology and medicine Jun 20, 2025
Applying machine learning algorithms to physical signals is always challenging since undesirable events can occur when signals are acquired outside a controlled environment. Among several applications, movement recognition through sEMG signals is esp...
Humans Machine Learning Algorithms Random Forest Electromyography Pattern Recognition, Automated Male Movement Gestures Signal Processing, Computer-Assisted Female Adult
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CSU-MS: A Contrastive Learning Framework for Cross-Modal Compound Identification from MS/MS Spectra to Molecular Structures.

Analytical chemistry Jun 20, 2025
Tandem mass spectrometry (MS/MS) is a cornerstone for compound identification in complex mixtures, but conventional spectral matching approaches face critical limitations due to limited library coverage and matching algorithms. To address this, we pr...
Machine Learning Algorithms Tandem Mass Spectrometry Molecular Structure
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A machine learning model for mortality prediction in patients with severe fever with thrombocytopenia syndrome: a prospective, multicenter cohort study.

Emerging microbes & infections Jun 19, 2025
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease that imposes a considerable medical burden. In this study, we enrolled 1,606 SFTS patients, developed and validated machine learning models for mortality prediction,...
Phlebovirus Aged Algorithms Male Humans Adult Prospective Studies Middle Aged Machine Learning Female Severe Fever with Thrombocytopenia Syndrome
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Performance assessment of an artificial intelligence algorithm for opportunistic screening of abdominal aortic aneurysms.

Clinical imaging Jun 19, 2025
PURPOSE: Abdominal aortic aneurysm (AAA) is a common incidental finding on CT imaging performed in the acute care setting. Artificial intelligence (AI) algorithms have been developed to automatically measure aortic lumen size and thus facilitate AAA ...
Middle Aged Aortic Aneurysm, Abdominal Natural Language Processing Incidental Findings Aged Aged, 80 and over Male Tomography, X-Ray Computed Female Humans Artificial Intelligence Algorithms Retrospective Studies
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Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms.

Computers in biology and medicine Jun 19, 2025
BACKGROUND: Incomplete Kawasaki disease (KD) is challenging to diagnose due to its lack of classic clinical features, yet it has a higher incidence of coronary artery lesions, making early detection crucial. Echocardiography plays a vital role in ide...
Humans COVID-19 SARS-CoV-2 Mucocutaneous Lymph Node Syndrome Male Echocardiography Diagnosis, Differential Algorithms Pneumonia Female Infant Deep Learning Child, Preschool
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BrainTract: segmentation of white matter fiber tractography and analysis of structural connectivity using hybrid convolutional neural network.

Neuroscience Jun 19, 2025
Tractography uses diffusion Magnetic Resonance Imaging (dMRI) to noninvasively reconstruct brain white matter (WM) tracts, with Convolutional Neural Network (CNNs) like U-Net significantly advancing accuracy in medical image segmentation. This work p...
Neural Pathways Diffusion Tensor Imaging Convolutional Neural Networks Image Processing, Computer-Assisted White Matter Humans Algorithms Neural Networks, Computer Brain
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