Multiscale and Multidisciplinary Modeling Experiments and Design, Journal Year: 2024, Volume and Issue: 8(1)
Published: Dec. 3, 2024
Language: Английский
Multiscale and Multidisciplinary Modeling Experiments and Design, Journal Year: 2024, Volume and Issue: 8(1)
Published: Dec. 3, 2024
Language: Английский
Modeling Earth Systems and Environment, Journal Year: 2025, Volume and Issue: 11(1)
Published: Jan. 14, 2025
Language: Английский
Citations
1Measurement, Journal Year: 2025, Volume and Issue: unknown, P. 117508 - 117508
Published: April 1, 2025
Language: Английский
Citations
1Journal of CO2 Utilization, Journal Year: 2024, Volume and Issue: 91, P. 102995 - 102995
Published: Dec. 15, 2024
Citations
6Cardiovascular Toxicology, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 4, 2025
Language: Английский
Citations
0Journal of Medical Engineering & Technology, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 20
Published: March 11, 2025
Cardiovascular diseases (CVDs) significantly impact athletes, impacting the heart and blood vessels. This article introduces a novel method to assess CVD in athletes through an artificial neural network (ANN). The model utilises mutual learning-based bee colony (ML-ABC) algorithm set initial weights proximal policy optimisation (PPO) address imbalanced classification. ML-ABC uses learning enhance process by updating positions of food sources with respect best fitness outcomes two randomly selected individuals. PPO makes updates ANN stable efficient improve model's reliability. Our approach formulates classification problem as series decision-making processes, rewarding every act higher rewards for correctly identifying instances minority class, hence handling class imbalance. We evaluated performance on diversified medical dataset including 26,002 who were examined within Polyclinic Occupational Health Sports Zagreb, further validated NCAA NHANES datasets verify generalisability. findings indicate that our outperforms existing models accuracies 0.88, 0.86 0.82 respective datasets. These results clinical application advance cardiovascular disorder detection methodologies.
Language: Английский
Citations
0Journal of Environmental Management, Journal Year: 2025, Volume and Issue: 380, P. 124971 - 124971
Published: March 20, 2025
Language: Английский
Citations
0Journal of Hydrologic Engineering, Journal Year: 2025, Volume and Issue: 30(3)
Published: March 25, 2025
Language: Английский
Citations
0Cleaner Engineering and Technology, Journal Year: 2025, Volume and Issue: unknown, P. 100950 - 100950
Published: March 1, 2025
Language: Английский
Citations
0Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 105002 - 105002
Published: April 1, 2025
Language: Английский
Citations
0Systems and Soft Computing, Journal Year: 2025, Volume and Issue: 7, P. 200280 - 200280
Published: May 5, 2025
Language: Английский
Citations
0