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A machine learning-assisted system to predict thyrotoxicosis using patients’ heart rate monitoring data: a retrospective cohort study

Previous studies have shown a correlation between resting heart rate (HR) measured by wearable devices and serum free thyroxine concentration in patients with thyroid dysfunction. We have developed a machine learning (ML)-assisted system that uses HR data collected from wearable devices to predict t...

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Detalles Bibliográficos
Autores principales: Shin, Kyubo, Kim, Jongchan, Park, Jaemin, Oh, Tae Jung, Kong, Sung Hye, Ahn, Chang Ho, Moon, Joon Ho, Kim, Min Joo, Moon, Jae Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689821/
https://www.ncbi.nlm.nih.gov/pubmed/38036639
http://dx.doi.org/10.1038/s41598-023-48199-x