AIMC Topic: Humans

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Exploring Inflammatory Bowel Disease Discourse on Reddit Throughout the COVID-19 Pandemic Using OpenAI's GPT-3.5 Turbo Model: Classification Model Validation and Case Study.

Journal of medical Internet research Jul 3, 2025
BACKGROUND: Inflammatory bowel disease (IBD) is a chronic autoimmune disorder with an increasing prevalence in the general population. Internet-based communities have become vital for communication among patients with IBD, especially throughout the C...
Pandemics COVID-19 Inflammatory Bowel Diseases Humans Adult Male Internet Female SARS-CoV-2
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Development and validation of a risk prediction model for depression in patients with chronic obstructive pulmonary disease.

BMC psychiatry Jul 3, 2025
BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is a prevalent respiratory condition often accompanied by depression, which exacerbates disease burden and impairs quality of life. Early identification of depression risk in COPD patients rema...
Nutrition Surveys Aged Support Vector Machine Comorbidity Female Pulmonary Disease, Chronic Obstructive Humans Depression Risk Factors Machine Learning Middle Aged Male Risk Assessment
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Deep learning-based approach to third molar impaction analysis with clinical classifications.

Scientific reports Jul 3, 2025
This study developed a deep learning model for the automated detection and classification of impacted third molars using the Pell and Gregory Classification, Winter's Classification, and Pederson Difficulty Index. Panoramic radiographs of patients tr...
Tooth, Impacted Molar, Third Radiography, Panoramic Female Male Humans Deep Learning Retrospective Studies
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Influence of cognitive networks and task performance on fMRI-based state classification using DNN models.

Scientific reports Jul 3, 2025
Deep neural networks (DNNs) excel at extracting insights from complex data across various fields, however, their application in cognitive neuroscience remains limited, largely due to the lack of approaches with interpretability. Here, we employ two d...
Neural Networks, Computer Brain Young Adult Adult Female Humans Magnetic Resonance Imaging Memory, Short-Term Male Task Performance and Analysis Cognition
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Relaxation-assisted reverse annealing on nonnegative/binary matrix factorization.

PloS one Jul 3, 2025
Quantum annealing has garnered significant attention as meta-heuristics inspired by quantum physics for combinatorial optimization problems. Among its many applications, nonnegative/binary matrix factorization stands out for its complexity and releva...
Humans Machine Learning Face Algorithms Quantum Theory
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Empirical study of daily link traffic volume forecasting based on a deep neural network.

PloS one Jul 3, 2025
Forecasting the daily link traffic volume is critical in transportation demand analysis in feasibility studies for planning transportation facilities. The high purchase and maintenance cost of commercial transport planning software poses a challenge ...
Humans Neural Networks, Computer Transportation Software Forecasting
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Predicting semantic segmentation quality in laryngeal endoscopy images.

PloS one Jul 3, 2025
Endoscopy is a major tool for assessing the physiology of inner organs. Contemporary artificial intelligence methods are used to fully automatically label medical important classes on a pixel-by-pixel level. This so-called semantic segmentation is fo...
Artificial Intelligence Algorithms Larynx Semantics Laryngoscopy Humans Image Processing, Computer-Assisted
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Smart-Plexer 2.0: Leveraging New Features of Amplification Curves to Enhance the Selection of Multiplex PCR Assays in Multi-Target Identification.

Analytical chemistry Jul 2, 2025
Multiplex PCR plays a critical role in diagnostics by enabling the detection of multiple targets in a single reaction. However, its use is often limited by the need for multiple fluorescent channels, which are restricted in standard PCR instrumentati...
Humans Multiplex Polymerase Chain Reaction
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Exploring Protein-Protein Docking Tools: Comprehensive Insights into Traditional and Deep-Learning Approaches.

Journal of chemical information and modeling Jul 2, 2025
Protein-protein interactions are crucial for numerous biological activities such as signaling, enzyme catalysis, gene expression regulation, cell adhesion, immune response, and drug action. Structural characterization of these interactions can elucid...
Molecular Docking Simulation Deep Learning Proteins Protein Interaction Mapping Protein Binding Humans
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Universal dimensions of visual representation.

Science advances Jul 2, 2025
Do visual neural networks learn brain-aligned representations because they share architectural constraints and task objectives with biological vision or because they share universal features of natural image processing? We characterized the universal...
Visual Perception Brain Mapping Vision, Ocular Humans Neural Networks, Computer Image Processing, Computer-Assisted Magnetic Resonance Imaging Brain
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