Cargando…
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...
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 |
Ejemplares similares
-
Machine learning-assisted system using digital facial images to predict the clinical activity score in thyroid-associated orbitopathy
por: Moon, Jae Hoon, et al.
Publicado: (2022) -
Clinical Feasibility of Monitoring Resting Heart Rate Using a Wearable Activity Tracker in Patients With Thyrotoxicosis: Prospective Longitudinal Observational Study
por: Lee, Jie-Eun, et al.
Publicado: (2018) -
Clinical Feasibility of Continuously Monitored Data for Heart Rate, Physical Activity, and Sleeping by Wearable Activity Trackers in Patients with Thyrotoxicosis: Protocol for a Prospective Longitudinal Observational Study
por: Lee, Jie-Eun, et al.
Publicado: (2018) -
Differential Diagnosis of Thyrotoxicosis by Machine Learning Models with Laboratory Findings
por: Kim, Jinyoung, et al.
Publicado: (2022) -
Thyrotoxic Periodic Paralysis Associated with Transient Thyrotoxicosis Due to Painless Thyroiditis
por: Oh, Sang Bo, et al.
Publicado: (2012)