Machine learning-based models for gestational diabetes mellitus prediction before 24–28 weeks of pregnancy: A review
D Mennickent, A Rodríguez, M Farías-Jofré… - Artificial Intelligence in …, 2022 - Elsevier
Abstract Gestational Diabetes Mellitus (GDM) is a hyperglycemia state that impairs maternal
and offspring health, short and long-term. It is usually diagnosed at 24–28 weeks of …
and offspring health, short and long-term. It is usually diagnosed at 24–28 weeks of …
Changes in biochemical tests in pregnancy and their clinical significance
S Teasdale, A Morton - Obstetric medicine, 2018 - journals.sagepub.com
Interpretation of laboratory investigations relies on reference intervals. Physiological
changes in pregnancy may result in significant changes in normal values for many …
changes in pregnancy may result in significant changes in normal values for many …
Association of common genetic risk variants with gestational diabetes mellitus and their role in GDM prediction
PV Popova, AA Klyushina, LB Vasilyeva… - Frontiers in …, 2021 - frontiersin.org
Objective We aimed to explore the associations between common genetic risk variants with
gestational diabetes mellitus (GDM) risk in Russian women and to assess their utility in the …
gestational diabetes mellitus (GDM) risk in Russian women and to assess their utility in the …
Relationship between gestational body mass index change and the risk of gestational diabetes mellitus: a community-based retrospective study of 41,845 pregnant …
S Zhang, H Liu, N Li, W Dong, W Li, L Wang… - BMC Pregnancy and …, 2022 - Springer
Background Gestational diabetes mellitus (GDM) is associated with adverse health
consequences for women and their offspring. It is associated with maternal body mass index …
consequences for women and their offspring. It is associated with maternal body mass index …
Machine learning approach for postprandial blood glucose prediction in gestational diabetes mellitus
EA Pustozerov, AS Tkachuk, EA Vasukova… - Ieee …, 2020 - ieeexplore.ieee.org
Postprandial blood glucose prediction is a crucial part of diabetes management. Recently,
this topic has been of great interest, resulting in many research projects and published …
this topic has been of great interest, resulting in many research projects and published …
Incidence and risk factors of gestational diabetes mellitus in Goba town, Southeast Ethiopia: a prospective cohort study
Objective Gestational diabetes mellitus (GDM) is becoming a public health concern in
low/middle-income countries, and is known to cause severe morbidity and mortality for …
low/middle-income countries, and is known to cause severe morbidity and mortality for …
Personalized prediction of glycemic responses to food in women with diet-treated gestational diabetes: the role of the gut microbiota
We developed a prediction model for postprandial glycemic response (PPGR) in pregnant
women, including those with diet-treated gestational diabetes mellitus (GDM) and healthy …
women, including those with diet-treated gestational diabetes mellitus (GDM) and healthy …
Dose–response association between dietary patterns and gestational diabetes mellitus risk: A systematic review and meta‐analysis of observational studies
F Haghighatdoost, R Riahi, S Safari… - Food Science & …, 2023 - Wiley Online Library
Although dietary factors are relevant modifiable risk factors for gestational diabetes mellitus
(GDM), the exact association between dietary patterns and GDM remains controversial …
(GDM), the exact association between dietary patterns and GDM remains controversial …
Prediction of gestational diabetes mellitus by different obesity indices
Z Song, Y Cheng, T Li, Y Fan, Q Zhang… - BMC Pregnancy and …, 2022 - Springer
Background The incidence rates of obesity and gestational diabetes mellitus (GDM) are
increasing in parallel. This study aimed to evaluate the relationship between different …
increasing in parallel. This study aimed to evaluate the relationship between different …
Trial protocol for the study of recommendation system DiaCompanion with personalized dietary recommendations for women with gestational diabetes mellitus …
Background Gestational diabetes mellitus (GDM) is a common complication of pregnancy
associated with serious adverse outcomes for mothers and their offspring. Achieving …
associated with serious adverse outcomes for mothers and their offspring. Achieving …