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Public Health Genomics and Precision Health Knowledge Base (v8.2)
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Diabetes
Last data update: Feb 09, 2023
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all[original query]>>Evidence Synthesis [Product Type]
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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Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy.
Alam Minhaj et al. Journal of clinical medicine 2023 12(1)
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Test accuracy of artificial intelligence-based grading of fundus images in diabetic retinopathy screening: A systematic review.
Zhelev Zhivko et al. Journal of medical screening 2023 9691413221144382
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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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Machine learning models for diabetes management in acute care using electronic medical records: A systematic review.
Kamel Rahimi Amir et al. International journal of medical informatics 2022 162104758
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A Systematic Review and Bibliometric Analysis of Applications of Artificial Intelligence and Machine Learning in Vascular Surgery.
Javidan Arshia P et al. Annals of vascular surgery 2022
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Applying implementation science to improve care for familial hypercholesterolemia.
Jones Laney K et al. Current opinion in endocrinology, diabetes, and obesity 2021 29(2) 141-151
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Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda.
Kumar Yogesh et al. Journal of ambient intelligence and humanized computing 2022 1-28
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Association between circulating microRNAs and the metabolic syndrome in adult populations: A systematic review.
Solís-Toro Daniel et al. Diabetes & metabolic syndrome 2021 16(1) 102376
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Remote Monitoring Systems for Patients With Chronic Diseases in Primary Health Care: Systematic Review.
Peyroteo Mariana et al. JMIR mHealth and uHealth 2021 9(12) e28285
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Use and performance of machine learning models for type 2 diabetes prediction in clinical and community care settings: Protocol for a systematic review and meta-analysis of predictive modeling studies.
De Silva Kushan et al. Digital health 2021 720552076211047390
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The Utility of Smartphone-Based Artificial Intelligence Approaches for Diabetic Retinopathy: A Literature Review and Meta-Analysis.
Sheikh Aadil et al. Journal of current ophthalmology 2021 33(3) 219-226
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Evaluation of Machine Learning Methods Developed for Prediction of Diabetes Complications: A Systematic Review.
Tan Kuo Ren et al. Journal of diabetes science and technology 2021 19322968211056917
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ARTIFICIAL INTELLIGENCE IN DIABETIC RETINOPATHY SCREENING. A REVIEW.
Stranák Z et al. Ceska a slovenska oftalmologie : casopis Ceske oftalmologicke spolecnosti a Slovenske oftalmologicke spolecnosti 2021 1(Ahead of print) 1-8
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Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis.
Castelyn Grant et al. International journal of medical informatics 2021 156104620
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ARTEFICIAL INTELLIGENCE IN DIABETIC RETINOPATHY SCREENING. A REVIEW.
Stranák Z et al. Ceska a slovenska oftalmologie : casopis Ceske oftalmologicke spolecnosti a Slovenske oftalmologicke spolecnosti 2021 77(5) 224-231
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Prediction of incident atrial fibrillation in community-based electronic health records: a systematic review with meta-analysis.
Nadarajah Ramesh et al. Heart (British Cardiac Society) 2021
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Page last reviewed:
Feb 1, 2023
Page last updated:
Feb 09, 2023
Content source:
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