AIMC Topic: Neural Networks, Computer

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The application of artificial intelligence techniques in predicting game outcomes of professional basketball league: A systematic review.

PloS one Jun 26, 2025
BACKGROUND: Predicting basketball game outcomes is a critical area in sports science and data analysis, providing concrete benefits for optimizing coaching strategies, improving team management, and informing betting decisions.
Humans Athletic Performance Basketball Neural Networks, Computer Artificial Intelligence
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Developing sediment concentration prediction in the Euphrates River catchment, Türkiye, with a honey badger and coati optimization-based hybrid algorithm.

Environmental monitoring and assessment Jun 25, 2025
Estimation of sediment concentration (SC) is of vital importance in terms of siltation and economic life of dams, lakes and aqueducts, reservoir operations, design of water resource structures, monitoring and control of water pollution, and flood man...
Environmental Monitoring Water Pollutants, Chemical Turkey Geologic Sediments Neural Networks, Computer Rivers Algorithms
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Epilepsy Prediction via Time-Frequency Features and Multi-Scale Hybrid Neural Networks.

Journal of medical systems Jun 25, 2025
The prediction of epileptic seizures heavily depends on the precise embedding and classification of complex, multi-dimensional electroencephalogram (EEG) signals. Due to individual variability and the dynamic non-linear nature of EEG signals, extract...
Signal Processing, Computer-Assisted Electroencephalography Epilepsy Humans Neural Networks, Computer
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CATransU-Net: Cross-attention TransU-Net for field rice pest detection.

PloS one Jun 25, 2025
Accurate detection of rice pests in field is a key problem in field pest control. U-Net can effectively extract local image features, and Transformer is good at dealing with long-distance dependencies. A Cross-Attention TransU-Net (CATransU-Net) mode...
Insecta Neural Networks, Computer Image Processing, Computer-Assisted Pest Control Algorithms Oryza Animals
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Fully automated workflow for designing patient-specific orthopaedic implants: Application to total knee arthroplasty.

PloS one Jun 25, 2025
Background Osteoarthritis affects about 528 million people worldwide, causing pain and stiffness in the joints. Arthroplasty is commonly performed to treat joint osteoarthritis, reducing pain and improving mobility. Nevertheless, a significant share ...
Humans Neural Networks, Computer Arthroplasty, Replacement, Knee Tibia Femur Workflow Tomography, X-Ray Computed Knee Prosthesis Prosthesis Design Female
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Neural network prediction model based on Levy flight and natural biomimetic technology for its application in cancer prediction.

PloS one Jun 25, 2025
Precise forecasting of cancer outcomes is essential for medical professionals to assess the well-being of patients and develop customized therapeutic plans. Despite its importance, achieving precise forecasts remains a formidable challenge. To tackle...
Prognosis Neoplasms Biomimetics Machine Learning Algorithms Humans Neural Networks, Computer
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A framework for detecting and predicting highway traffic anomalies via multimodal fusion and heterogeneous graph neural networks.

PloS one Jun 25, 2025
This paper presents a novel framework for detecting and predicting abnormal traffic events on highways. Current traffic monitoring systems often rely on single data sources, which limits their detection accuracy and robustness in complex environments...
Graph Neural Networks Neural Networks, Computer Algorithms Humans
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PoseNet++: A multi-scale and optimized feature extraction network for high-precision human pose estimation.

PloS one Jun 25, 2025
Human pose estimation (HPE) has made significant progress with deep learning; however, it still faces challenges in handling occlusions, complex poses, and complex multi-person scenarios. To address these issues, we propose PoseNet++, a novel approac...
Humans Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Algorithms Posture
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Application of IRSA-BP neural network in diagnosing diabetes.

PloS one Jun 25, 2025
Within the healthcare sector, the application of machine learning is gaining prominence, notably enhancing the efficiency and precision of diagnostic procedures. This study focuses on this key area of diabetes prediction and aims to develop an innova...
Algorithms Diabetes Mellitus Neural Networks, Computer Humans Machine Learning
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Artificial intelligence for predicting the risk of bone fragility fractures in osteoporosis.

European radiology experimental Jun 24, 2025
Osteoporosis is widespread with a high incidence rate, resulting in fragility fractures which are a major contributor to mortality among the elderly. Artificial intelligence (AI), in particular artificial neural networks, appears to be useful in mana...
Bone Density Risk Assessment Neural Networks, Computer Humans Osteoporosis Artificial Intelligence Osteoporotic Fractures
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