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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database
Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: Apr 25, 2024
. (Total: 63675 Documents since 2012)
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Diabetes[original query]>>Evidence Synthesis [Product Type]
A scoping review of artificial intelligence-based methods for diabetes risk prediction.
Farida Mohsen et al. NPJ Digit Med 2023 6(1) 197
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Participant characteristics in the prevention of gestational diabetes as evidence for precision medicine: a systematic review and meta-analysis
S Lim et al, Comm Medicine, October 5, 2023
Genotype-stratified treatment for monogenic insulin resistance: a systematic review
RK Semple et al, Comm Medicine, October 5, 2023
Utility and precision evidence of technology in the treatment of type 1 diabetes: a systematic review
LM Jacobsen et al, Comm Medicine, October 5, 2023
Cost-effectiveness of genetic-based screening strategies for maturity-onset diabetes of the young.
Gábor Kovács et al. Per Med 2023
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Cost effectiveness review of text messaging, smartphone application, and website interventions targeting T2DM or hypertension.
Ruben Willems et al. NPJ Digit Med 2023 6(1) 150
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Cost-effectiveness analysis of implementing polygenic risk score in a workplace cardiovascular disease prevention program.
Deo Mujwara et al. Front Public Health 2023 111139496
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A Systematic Review and Meta-Analysis of Applying Deep Learning in the Prediction of the Risk of Cardiovascular Diseases From Retinal Images.
Wenyi Hu et al. Transl Vis Sci Technol 2023 12(7) 14
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The Effectiveness of Wearable Devices Using Artificial Intelligence for Blood Glucose Level Forecasting or Prediction: Systematic Review.
Arfan Ahmed et al. Journal of medical Internet research 2023 25e40259
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Clinical Spectrum of LMNA-Associated Type 2 Familial Partial Lipodystrophy: A Systematic Review.
Antia Fernandez-Pombo et al. Cells 2023 12(5)
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Hyperglycemia in Turner syndrome: Impact, mechanisms, and areas for future research.
Cameron Mitsch et al. Frontiers in endocrinology 2023 141116889
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Identification of High Likelihood of Dementia in Population-Based Surveys using Unsupervised Clustering: a Longitudinal Analysis.
Amin Gharbi-Meliani et al. medRxiv : the preprint server for health sciences 2023
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The necessity of incorporating non-genetic risk factors into polygenic risk score models.
Sipko van Dam et al. Scientific reports 2023 13(1) 1351
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The efficacy of genotype-based dietary or physical activity advice in changing behavior to reduce the risk of cardiovascular disease, type II diabetes mellitus or obesity: a systematic review and meta-analysis.
Alexandra King et al. Nutrition reviews 2023
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The efficacy of intranasal oxytocin in patients with Prader-Willi syndrome: A systematic review and meta-analysis.
Noran M Shalma et al. Diabetes & metabolic syndrome 2023 17(2) 102711
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Machine Learning Approach to Drug Treatment Strategy for Diabetes Care.
Fujihara Kazuya et al. Diabetes & metabolism journal 2023
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Prediction of type 2 diabetes mellitus using hematological factors based on machine learning approaches: a cohort study analysis.
Mansoori Amin et al. Scientific reports 2023 13(1) 663
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Drug Recommendation from Diagnosis Codes: Classification vs. Collaborative Filtering Approaches.
Sae-Ang Apichat et al. International journal of environmental research and public health 2023 20(1)
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Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients.
Xing Fang et al. BMC primary care 2023 24(1) 8
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Prediction Performance of Feature Selectors and Classifiers on Highly Dimensional Transcriptomic Data for Prediction of Weight Loss in Filipino Americans at Risk for Type 2 Diabetes.
Chang Lisa et al. Biological research for nursing 2023 10998004221147513
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Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning.
Becker Martin et al. Frontiers in pediatrics 2022 10933266
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Effectiveness of Smartphone-Based Lifestyle Interventions on Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.
Wang Hongjuan et al. Psychology research and behavior management 2022 153541-3559
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Risk of type 2 diabetes and KCNJ11 gene polymorphisms: a nested case-control study and meta-analysis.
Moazzam-Jazi Maryam et al. Scientific reports 2022 12(1) 20709
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Accuracy of Machine Learning Classification Models for the Prediction of Type 2 Diabetes Mellitus: A Systematic Survey and Meta-Analysis Approach.
Olusanya Micheal O et al. International journal of environmental research and public health 2022 19(21)
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Prognostic Modelling Studies of Coronary Heart Disease-A Systematic Review of Conventional and Genetic Risk Factor Studies.
Nasr Nayla et al. Journal of cardiovascular development and disease 2022 9(9)
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Automatic user sentiments extraction from diabetes mobile apps - An evaluation of reviews with machine learning.
Ossai Chinedu I et al. Informatics for health & social care 2022 1-20
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Systematic Review of Safety and Efficacy of IL-1-Targeted Biologics in Treating Immune-Mediated Disorders.
Arnold Dennis D et al. Frontiers in immunology 2022 13888392
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Type 1 Diabetes Hypoglycemia Prediction Algorithms: Systematic Review.
Tsichlaki Stella et al. JMIR diabetes 2022 7(3) e34699
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The Influence of Wearables on Health Care Outcomes in Chronic Disease: Systematic Review.
Mattison Graeme et al. Journal of medical Internet research 2022 24(7) e36690
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Association between ABO Blood Groups and Type 2 Diabetes Mellitus: A Meta-Analysis.
Cano Earl Adriane et al. Current diabetes reviews 2022
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 25, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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