A stacked long short-term memory approach for predictive blood glucose monitoring in women with gestational diabetes mellitus

A stacked long short-term memory approach for predictive blood glucose monitoring in women with gestational diabetes mellitus

Gestational diabetes mellitus (GDM) is a subtype of diabetes that develops during pregnancy. Managing blood glucose (BG) within the healthy physiological range can reduce clinical complications for women with gestational diabetes. The objectives of this study are to (1) develop benchmark glucose pre...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Lu, HY, Lu, P, Hirst, JE, Mackillop, L, Clifton, DA
Formatua:	Journal article
Hizkuntza:	English
Argitaratua:	MDPI 2023

Antzeko izenburuak

A Stacked Long Short-Term Memory Approach for Predictive Blood Glucose Monitoring in Women with Gestational Diabetes Mellitus
nork: Huiqi Y. Lu, et al.
Argitaratua: (2023-09-01)

Digital health and machine learning technologies for blood glucose monitoring and management of gestational diabetes
nork: Lu, HY, et al.
Argitaratua: (2023)

Digital blood glucose monitoring could provide new objective assessments of blood glucose control in women with gestational diabetes
nork: Hirst, JE, et al.
Argitaratua: (2016)

GDm-Health: A Pilot Study Examining Acceptability of Mobile Phone Assisted Remote Blood Glucose Monitoring for Women with Gestational Diabetes Mellitus
nork: Hirst, J, et al.
Argitaratua: (2014)

Machine learning-based risk stratification for gestational diabetes management
nork: Yang, J, et al.
Argitaratua: (2022)

Acceptability and user satisfaction of a smartphone-based, interactive blood glucose management system in women with gestational diabetes mellitus.
nork: Hirst, J, et al.
Argitaratua: (2015)

Role of blood glucose self-monitoring in management of gestational diabetes mellitus
nork: Galina A. Batrak, et al.
Argitaratua: (2024-03-01)

Standardising the assessment of caesarean birth using an Oxford caesarean prediction score for mothers with gestational diabetes
nork: Lu, H, et al.
Argitaratua: (2022)

Standardising the assessment of caesarean birth using an oxford caesarean prediction score for mothers with gestational diabetes
nork: Huiqi Lu, et al.
Argitaratua: (2022-02-01)

GDm-Health: a pilot study examining acceptability of mobile phone assisted remote blood glucose monitoring for women with gestational diabetes
nork: Loerup, L, et al.
Argitaratua: (2014)

Safe threshold of capillary blood glucose for predicting early future neonatal hypoglycaemia in babies born to mothers with gestational diabetes mellitus, an observational, retrospective cohort study
nork: Park, EHG, et al.
Argitaratua: (2021)

Application Research Progress of Continuous Blood Glucose Monitoring System in Patients with Gestational Diabetes Mellitus
nork: Yuan GAO, Min ZHOU
Argitaratua: (2022-06-01)

Machine Learning-Based Risk Stratification for Gestational Diabetes Management
nork: Jenny Yang, et al.
Argitaratua: (2022-06-01)

The role of self-monitoring of blood glucose in reducing obstetric and perinatal risks associated with gestational diabetes mellitus
nork: Fatima F. Burumkulova
Argitaratua: (2023-03-01)

The short-term economic burden of gestational diabetes mellitus in Italy
nork: Michela Meregaglia, et al.
Argitaratua: (2018-02-01)

Clinical implications of the NICE 2015 criteria for gestational diabetes mellitus
nork: Bhatia, M, et al.
Argitaratua: (2018)

Comparing the efficacy of a mobile phone-based blood glucose management system with standard clinic care in women with gestational diabetes: Randomized controlled trial
nork: Mackillop, L, et al.
Argitaratua: (2018)

Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study
nork: Daria Di Filippo, et al.
Argitaratua: (2022-01-01)

Flash glucose monitoring in gestational diabetes mellitus: possibilities for assessing glycemic variability
nork: F. O. Ushanova, et al.
Argitaratua: (2021-09-01)

Women’s experience with receiving advice on diet and Self-Monitoring of blood glucose for gestational diabetes mellitus: a qualitative study
nork: Maria Helmersen, et al.
Argitaratua: (2021-01-01)

Toward a multivariate prediction model of pharmacological treatment for women with gestational diabetes mellitus: Algorithm development and validation
nork: Velardo, C, et al.
Argitaratua: (2021)

Problems in screening for gestational diabetes mellitus by measurement of casual blood glucose levels at 24–28 gestational weeks
nork: Masako Tomimoto, et al.
Argitaratua: (2024-12-01)

Web Traffic Anomaly Detection using Stacked Long Short-Term Memory
nork: Fathu Rahman, et al.
Argitaratua: (2021-11-01)

Assessment of serum biotin levels and its association with blood glucose in gestational diabetes mellitus
nork: N. Muthuraman, et al.
Argitaratua: (2023-03-01)

A comparative study of the glucose challenge test, fasting blood glucose test, and post-prandial blood glucose screening to identify gestational diabetes mellitus
nork: Sravanthi Pandala, et al.
Argitaratua: (2024-02-01)

Comparing the Efficacy of a Mobile Phone-Based Blood Glucose Management System With Standard Clinic Care in Women With Gestational Diabetes: Randomized Controlled Trial
nork: Mackillop, Lucy, et al.
Argitaratua: (2018-03-01)

Enhancement of Coronary Heart Disease Prediction using Stacked Long Short Term Memory
nork: Cinthiya Cinthiya, et al.
Argitaratua: (2023-06-01)

Social Nervous Exercise Intervention and Its Association with Fasting Blood Glucose on Diabetes Mellitus Gestational
nork: Afifah, Effatul, et al.
Argitaratua: (2022)

Effect of Yam Gruel on Blood Glucose Control and Insulin Resistance in Patients with Gestational Diabetes Mellitus
nork: ZHAO Binbin, et al.
Argitaratua: (2021-12-01)

Effect of comprehensive nutrition management on blood glucose and pregnancy outcome of individuals with gestational diabetes mellitus
nork: WANG Rui, QI Mingming, YANG Weitao, HUANG Jian, XIAO Jinyan, LI Yichun, WANG Yonghong, LIU Yanping
Argitaratua: (2024-04-01)

Flash glucose monitoring in gestational diabetes mellitus: study protocol for a randomised controlled trial
nork: Agata Majewska, et al.
Argitaratua: (2021-03-01)

A new continuous glucose monitor for the diagnosis of gestational diabetes mellitus: a pilot study
nork: Daria Di Filippo, et al.
Argitaratua: (2023-03-01)

Effectiveness of salivary glucose in diagnosing gestational diabetes mellitus
nork: Anuradha Ganesan, et al.
Argitaratua: (2021-01-01)

Postpartum Glucose Intolerance in Gestational Diabetes Mellitus Women
nork: Pirun Pitahongnan, et al.
Argitaratua: (2009-06-01)

Problems of blood glucose self-monitoring in patients with diabetes mellitus
nork: Yu. A. Kononova, et al.
Argitaratua: (2022-01-01)

GDm-Health: telehealth for remote monitoring and treatment of gestational diabetes
nork: Loerup, L, et al.
Argitaratua: (2013)

The Use of Continuous Glucose Monitoring Systems in the Diagnosis and Monitoring of Gestational Diabetes Mellitus and Diabetes in Pregnancy - A Review of the Literature
nork: Kacper Lenart, et al.
Argitaratua: (2024-12-01)

The Role of Untimed Blood Glucose in Screening for Gestational Diabetes Mellitus in a High Prevalent Diabetic Population
nork: Sarah Cuschieri, et al.
Argitaratua: (2016-01-01)

Umbilical artery cord blood glucose predicted hypoglycemia in gestational diabetes mellitus and other at-risk newborns
nork: Yuan Wang, et al.
Argitaratua: (2023-12-01)

Development and Evaluation of a Mobile Personalized Blood Glucose Prediction System for Patients With Gestational Diabetes Mellitus
nork: Pustozerov, Evgenii, et al.
Argitaratua: (2018-01-01)