Cargando…

Identification of Healthy and Unhealthy Lifestyles by a Wearable Activity Tracker in Type 2 Diabetes: A Machine Learning-Based Analysis

Lifestyle is a critical aspect of diabetes management. We aimed to define a healthy lifestyle using objectively measured parameters obtained from a wearable activity tracker (Fitbit) in patients with type 2 diabetes. This prospective observational study included 24 patients (mean age, 46.8 years) wi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Kyoung Jin, Lee, Jung-Been, Choi, Jimi, Seo, Ju Yeon, Yeom, Ji Won, Cho, Chul-Hyun, Bae, Jae Hyun, Kim, Sin Gon, Lee, Heon-Jeong, Kim, Nam Hoon
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Korean Endocrine Society 2022
Materias:	Brief Report
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9262687/ https://www.ncbi.nlm.nih.gov/pubmed/35798553 http://dx.doi.org/10.3803/EnM.2022.1479

Ejemplares similares

Effect of a Wearable Device–Based Physical Activity Intervention in North Korean Refugees: Pilot Randomized Controlled Trial
por: Kim, Ji Yoon, et al.
Publicado: (2023)

Effectiveness of a Smartphone App With a Wearable Activity Tracker in Preventing the Recurrence of Mood Disorders: Prospective Case-Control Study
por: Cho, Chul-Hyun, et al.
Publicado: (2020)

Metabolically unhealthy individuals, either with obesity or not, have a higher risk of critical coronavirus disease 2019 outcomes than metabolically healthy individuals without obesity
por: Kim, Nam Hoon, et al.
Publicado: (2022)

PT663. Comparison of wearable activity tracker to actigraphy for sleep evaluation and circadian rhythm measurement.
por: Lee, Hyun-Ah, et al.
Publicado: (2016)

Comparison of Wearable Activity Tracker with Actigraphy for Sleep Evaluation and Circadian Rest-Activity Rhythm Measurement in Healthy Young Adults
por: Lee, Hyun-Ah, et al.
Publicado: (2017)

Dipeptidyl peptidase-4 inhibitor compared with sulfonylurea in combination with metformin: cardiovascular and renal outcomes in a propensity-matched cohort study
por: Kim, Kyoung Jin, et al.
Publicado: (2019)

Use of fenofibrate on cardiovascular outcomes in statin users with metabolic syndrome: propensity matched cohort study
por: Kim, Nam Hoon, et al.
Publicado: (2019)

Time to Reach Target Glycosylated Hemoglobin Is Associated with Long-Term Durable Glycemic Control and Risk of Diabetic Complications in Patients with Newly Diagnosed Type 2 Diabetes Mellitus: A 6-Year Observational Study (Diabetes Metab J 2021;45:368-78)
por: Kim, Kyoung Jin, et al.
Publicado: (2021)

Time to Reach Target Glycosylated Hemoglobin Is Associated with Long-Term Durable Glycemic Control and Risk of Diabetic Complications in Patients with Newly Diagnosed Type 2 Diabetes Mellitus: A 6-Year Observational Study
por: Kim, Kyoung Jin, et al.
Publicado: (2021)

Women with Metabolic Syndrome and Unhealthy Lifestyle Factors Are at a Higher Risk for Hyperuricemia
por: Kang, Seonyoung, et al.
Publicado: (2023)

How Can We Adopt the Glucose Tolerance Test to Facilitate Predicting Pregnancy Outcome in Gestational Diabetes Mellitus?
por: Kim, Kyeong Jin, et al.
Publicado: (2021)

Relative contributions of statin intensity, achieved low-density lipoprotein cholesterol level, and statin therapy duration to cardiovascular risk reduction in patients with type 2 diabetes: population based cohort study
por: Kim, Ji Yoon, et al.
Publicado: (2022)

Comparison of on-Statin Lipid and Lipoprotein Levels for the Prediction of First Cardiovascular Event in Type 2 Diabetes Mellitus
por: Kim, Ji Yoon, et al.
Publicado: (2023)

Development of a Modified Korean Version of the Epworth Sleepiness Scale Reflecting Korean Sociocultural Lifestyle
por: Jung, Seo-Yeon, et al.
Publicado: (2018)

Machine Learning–Based Prediction of Attention-Deficit/Hyperactivity Disorder and Sleep Problems With Wearable Data in Children
por: Kim, Won-Pyo, et al.
Publicado: (2023)

Comparison of Wearable Trackers’ Ability to Estimate Sleep
por: Lee, Jung-Min, et al.
Publicado: (2018)

Statin Therapy and the Risk of Osteoporotic Fractures in Patients with Metabolic Syndrome: a Nested Case-Control Study
por: Kim, Kyoung Jin, et al.
Publicado: (2021)

Effect of Statin Use on the Risk of Osteoporotic Fracture in Patients With Metabolic Syndrome: A Nested Case-Control Study
por: Kim, Kyoung Jin, et al.
Publicado: (2021)

Use of Renin-Angiotensin-Aldosterone System Inhibitors and Severe COVID-19 Outcomes in Patients with Hypertension: A Nationwide Cohort Study
por: Bae, Jae Hyun, et al.
Publicado: (2021)

Serum fibroblast growth factor 1 and its association with pancreatic beta cell function and insulin sensitivity in adults with glucose intolerance
por: Kim, Ji Yoon, et al.
Publicado: (2023)

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)

Bone mineral density and osteoporosis risk in young adults with atopic dermatitis
por: Kim, Sooyoung, et al.
Publicado: (2021)

Combined Effects of Unhealthy Lifestyle Behaviors on Metabolic Syndrome among Postmenopausal Women
por: Ra, Jin-Suk, et al.
Publicado: (2021)

Effects of Dipeptidyl Peptidase-4 Inhibitors on Renal Outcomes in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis
por: Bae, Jae Hyun, et al.
Publicado: (2019)

Effects of Sodium-Glucose Cotransporter 2 Inhibitors on Renal Outcomes in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
por: Bae, Jae Hyun, et al.
Publicado: (2019)

Comparative Renal Effects of Dipeptidyl Peptidase-4 Inhibitors and Sodium-Glucose Cotransporter 2 Inhibitors on Individual Outcomes in Patients with Type 2 Diabetes: A Systematic Review and Network Meta-Analysis
por: Bae, Jae Hyun, et al.
Publicado: (2021)

Clinical and Lifestyle Determinants of Continuous Glucose Monitoring Metrics in Insulin-Treated Patients with Type 2 Diabetes Mellitus
por: Lee, Da Young, et al.
Publicado: (2023)

Clustering of Unhealthy Lifestyle and the Risk of Adverse Events in Patients With Atrial Fibrillation
por: Lee, So-Ryoung, et al.
Publicado: (2022)

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)

Accuracy of 11 Wearable, Nearable, and Airable Consumer Sleep Trackers: Prospective Multicenter Validation Study
por: Lee, Taeyoung, et al.
Publicado: (2023)

Association between body shape misperception and unhealthy eating behaviors among Korean adolescents
por: Kim, Yejin, et al.
Publicado: (2023)

Adolescents' Perception of Causes of Obesity: Unhealthy Lifestyles or Heritage?
por: Gonçalves, Helen, et al.
Publicado: (2012)

Unhealthy Lifestyle Is an Important Risk Factor of Idiopathic BPPV
por: Fu, Chang-yong, et al.
Publicado: (2020)

Determinants of Long-Term Durable Glycemic Control in New-Onset Type 2 Diabetes Mellitus
por: Kim, Kyoung Jin, et al.
Publicado: (2017)

Comparison of a Wearable Tracker with Actigraph for Classifying Physical Activity Intensity and Heart Rate in Children
por: Kang, Seoungki, et al.
Publicado: (2019)

Potential effectiveness of digital therapeutics specialized in executive functions as adjunctive treatment for clinical symptoms of attention-deficit/hyperactivity disorder: a feasibility study
por: Sun, Tai Hui, et al.
Publicado: (2023)

A novel adiposity index as an integrated predictor of cardiometabolic disease morbidity and mortality
por: Park, Yousung, et al.
Publicado: (2018)

Fibrates Revisited: Potential Role in Cardiovascular Risk Reduction
por: Kim, Nam Hoon, et al.
Publicado: (2020)

Driving: A Road to Unhealthy Lifestyles and Poor Health Outcomes
por: Ding, Ding, et al.
Publicado: (2014)

The Role of Physical Education in Preventing Unhealthy Lifestyles in Immigrant Adolescents
por: Mondéjar-Jiménez, Juan-Antonio, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_muk17416uulk0so7cnurekbta4