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Development of Machine Learning Models to Predict Probabilities and Types of Stroke at Prehospital Stage: the Japan Urgent Stroke Triage Score Using Machine Learning (JUST-ML)

In conjunction with recent advancements in machine learning (ML), such technologies have been applied in various fields owing to their high predictive performance. We tried to develop prehospital stroke scale with ML. We conducted multi-center retrospective and prospective cohort study. The training...

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Detalles Bibliográficos
Autores principales: Uchida, Kazutaka, Kouno, Junichi, Yoshimura, Shinichi, Kinjo, Norito, Sakakibara, Fumihiro, Araki, Hayato, Morimoto, Takeshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046322/
https://www.ncbi.nlm.nih.gov/pubmed/34389965
http://dx.doi.org/10.1007/s12975-021-00937-x