Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.16087
Abstract: BACKGROUND The growing adoption of MRI-guided radiation therapy (RT) platforms and a focus on MRI-only RT workflows has brought the technical challenge of synthetic CT (sCT) reconstruction to the forefront. Unpaired-data deep learning-based approaches to… read more here.
Keywords: unpaired data; training; training strategy; personalized training ... See more keywords
Deep reinforcement learning-driven personalized training load control algorithm for competitive sports performance optimization.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-30453-z
Abstract: Traditional training load management methods in competitive sports rely heavily on subjective assessments and standardized protocols, often failing to account for individual physiological variations and dynamic adaptation responses. This research proposes a deep reinforcement learning… read more here.
Keywords: competitive sports; personalized training; training load; training ... See more keywords
Effectiveness of a Skin Care Program With a Cream Containing Ceramide C and a Personalized Training for Secondary Prevention of Hand Contact Dermatitis
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DOI: 10.1089/derm.2022.29002.flf
Abstract: Background/Objectives: The aim of our study was to investigate the effectiveness of personalized training on skin protection associated with the regular use of ceramide-containing cream (CC) versus other creams (OC) for improving hand contact dermatitis.… read more here.
Keywords: hand; hand contact; personalized training; hand dermatitis ... See more keywords