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Last Posted: Sep 20, 2022

• Development and validation of prediction models for gestational diabetes treatment modality using supervised machine learning: a population-based cohort study.
  Liao Lauren D et al. BMC medicine 2022 20(1) 307
• Machine Learning-Based Risk Stratification for Gestational Diabetes Management.
  Yang Jenny et al. Sensors (Basel, Switzerland) 2022 22(13)
• Effect of smartphone app-based health care intervention for health management of high-risk mothers: a study protocol for a randomized controlled trial.
  Kim Bora et al. Trials 2022 23(1) 486
• Population-centric Risk Prediction Modeling for Gestational Diabetes Mellitus: A Machine Learning Approach.
  Kumar Mukkesh et al. Diabetes research and clinical practice 2022 109237
• An early model to predict the risk of gestational diabetes mellitus in the absence of blood examination indexes: application in primary health care centres.
  Wang Jingyuan et al. BMC pregnancy and childbirth 2021 21(1) 814
• Perinatal health predictors using artificial intelligence: A review.
  Ramakrishnan Rema et al. Women's health (London, England) 2021 1717455065211046132
• Metabolomics can provide new insights into perinatal nutrition.
  Pintus Roberta et al. Acta paediatrica (Oslo, Norway : 1992) 2021
• Prediction Method of Gestational Diabetes Based on Electronic Medical Record Data.
  Liu Yang et al. Journal of healthcare engineering 2021 20216672072
• Postpartum circulating microRNA enhances prediction of future type 2 diabetes in women with previous gestational diabetes.
  Joglekar Mugdha V et al. Diabetologia 2021
• Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation.
  Velardo Carmelo et al. Journal of medical Internet research 2021 23(3) e21435
• Risk factors for illness severity among pregnant women with confirmed SARS-CoV-2 infection - Surveillance for Emerging Threats to Mothers and Babies Network, 20 state, local, and territorial health departments, March 29, 2020 -January 8, 2021
  RR Galang et al, MEDRXIV, March 1, 2021
• Early prediction of gestational diabetes mellitus in the Chinese population via advanced machine learning.
  Wu Yan-Ting et al. The Journal of clinical endocrinology and metabolism 2020 Dec
• Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis.
  Sufriyana Herdiantri et al. JMIR medical informatics 2020 Nov 8(11) e16503
• Genetic Studies of Gestational Diabetes and Glucose Metabolism in Pregnancy.
  Powe Camille E et al. Current diabetes reports 2020 Nov 20(12) 69
• An Innovative Artificial Intelligence-Based App for the Diagnosis of Gestational Diabetes Mellitus (GDM-AI): Development Study.
  Shen Jiayi et al. Journal of medical Internet research 2020 Sep 22(9) e21573
• Managing gestational diabetes mellitus using a smartphone application with artificial intelligence (SineDie©) during the COVID-19 pandemic: Much more than just telemedicine.
  Albert Lara et al. Diabetes research and clinical practice 2020 Sep 108396
• Association of polycystic ovary syndrome or anovulatory infertility with offspring psychiatric and mild neurodevelopmental disorders: a Finnish population-based cohort study.
  Chen Xinxia et al. Human reproduction (Oxford, England) 2020 Aug
• Machine learning risk score for prediction of gestational diabetes in early pregnancy in Tianjin, China.
  Liu Hongwei et al. Diabetes/metabolism research and reviews 2020 Aug e3397
• A Novel and Precise Profiling Tool to Predict Gestational Diabetes.
  McLaren Rodney et al. Journal of diabetes science and technology 2020 Aug 1932296820948883
• Lifestyle intervention modifies the effect of the MC4R genotype on changes in insulin resistance among women with prior gestational diabetes: Tianjin Gestational Diabetes Mellitus Prevention Program.
  Chen Yuhang et al. The American journal of clinical nutrition 2019 110(3) 750-758

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