Artificial Intelligence Medical Compendium

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

Showing 671 to 680 of 6,689 articles

Improved salp swarm algorithm-driven deep CNN for brain tumor analysis.

Scientific reports Jul 9, 2025
The efficiency of the swarm-based approach depends on the perfect balance of operators: exploration and exploitation. Due to a lack of balance between these two factors, the Salp Swarm Algorithm (SSA), a recently developed swarm-based metaheuristic a... read more 
Humans Neural Networks, Computer Algorithms Brain Neoplasms Deep Learning Magnetic Resonance Imaging

Hybrid deep learning framework for real-time DO prediction in aquaculture.

Scientific reports Jul 9, 2025
Dissolved oxygen (DO) is a vital parameter in regulating water quality and sustaining the health of aquatic organisms in aquaculture environments. Therefore, estimation and control of DO levels are essential in aquaculture operations. However, tradit... read more 
Neural Networks, Computer Ecosystem Deep Learning China Aquaculture Oxygen Water Quality

Dual-level graph contrastive collaborative filtering.

Scientific reports Jul 9, 2025
The latest research positions graph-based collaborative filtering as an effective strategy in recommendation systems, enabling the analysis of user preferences via user-item interaction graphs. However, such methods often struggle with data sparsity ... read more 

Exploring single-head and multi-head CNN and LSTM-based models for road surface classification using on-board vehicle multi-IMU data.

Scientific reports Jul 9, 2025
Accurate road surface monitoring is essential for ensuring vehicle and pedestrian safety, and it relies on robust data acquisition and analysis methods. This study examines the classification of road surface conditions using single- and multi-head de... read more 

Real-Time jamming detection using windowing and hybrid machine learning models for pre-saturation alerts.

Scientific reports Jul 9, 2025
This paper proposes a new deep learning and machine learning model for detecting deception and suppression jamming in Ublox-M8T receivers operating under GNSS interference. This solution employs XGBoost for real-time classification of jamming signals... read more 

Deep learning diagnosis plus kinematic severity assessments of neurodivergent disorders.

Scientific reports Jul 8, 2025
Early diagnostic assessments of neurodivergent disorders (NDD), remains a major clinical challenge. We address this problem by pursuing the hypothesis that there is important cognitive information about NDD conditions contained in the way individuals... read more 
Humans Autism Spectrum Disorder Female Young Adult Adult Biomechanical Phenomena Male Severity of Illness Index Deep Learning Adolescent Child Attention Deficit Disorder with Hyperactivity

Comparative analysis of reinforcement learning and artificial neural networks for inverter control in improving the performance of grid-connected photovoltaic systems.

Scientific reports Jul 8, 2025
This research aims to explore the potential applications of artificial intelligence (AI) methods, such as reinforcement learning (RL) and artificial neural networks (ANN), in controlling inverter systems and enhancing the performance of photovoltaic ... read more 

BiLSTM-Kalman framework for precipitation downscaling under multiple climate change scenarios.

Scientific reports Jul 8, 2025
Traditional downscaling techniques often fail to accurately represent critical extremes necessary for effective adaptation planning. This paper introduces the first application of Bidirectional Long Short-Term Memory (BiLSTM) networks with an adaptiv... read more 

Robust Bi-CBMSegNet framework for advancing breast mass segmentation in mammography with a dual module encoder-decoder approach.

Scientific reports Jul 8, 2025
Breast cancer is a prevalent disease affecting millions of women worldwide, and early screening can significantly reduce mortality rates. Mammograms are widely used for screening, but manual readings can lead to misdiagnosis. Computer-assisted diagno... read more 
Humans Algorithms Female Breast Neoplasms Image Processing, Computer-Assisted Early Detection of Cancer Mammography Radiographic Image Interpretation, Computer-Assisted Breast

Machine learning-assisted early detection of keratoconus: a comparative analysis of corneal topography and biomechanical data.

Scientific reports Jul 8, 2025
Keratoconus is a progressive eye disease characterized by the thinning and bulging of the cornea, leading to visual impairment. Early and accurate diagnosis is crucial for effective management and treatment. This study investigates the application of... read more 
Humans Machine Learning Algorithms Female Reproducibility of Results Young Adult Adult Biomechanical Phenomena Cornea Male Adolescent Keratoconus Corneal Topography Early Diagnosis
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