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Machine learning-based personalized training models for optimizing marathon performance through pyramidal and polarized training intensity distributions
  • Learning methods

Machine learning-based personalized training models for optimizing marathon performance through pyramidal and polarized training intensity distributions

admin November 25, 2025

Study design and ethicsAll experimental procedures adhered to the Declaration of Helsinki standards and received approval from Hanyang University’s Institutional...

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Machine learning methods on BioVid heat pain database for pain intensity estimation
  • Learning methods

Machine learning methods on BioVid heat pain database for pain intensity estimation

admin November 16, 2025

In this study, we developed and evaluated a set of deep learning models and transformers—CNN, CvT, MobileViT, and VGG16—to estimate...

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A stacking ensemble machine learning model for predicting postoperative axial pain intensity in patients with degenerative cervical myelopathy
  • Learning methods

A stacking ensemble machine learning model for predicting postoperative axial pain intensity in patients with degenerative cervical myelopathy

admin March 26, 2025

This study identified three key findings: (1) Classifier performance was significantly improved by applying an ensemble learning approach that integrated...

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‘Playful’ teaching gaining credibility, say Lego researchers
  • Learning methods

‘Playful’ teaching gaining credibility, say Lego researchers

admin February 26, 2026
AI-guided competitive docking for virtual screening and compound efficacy prediction
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