Machine learning analysis of the UK Biobank reveals prognostic and diagnostic immune biomarkers for polyneuropathy and neuropathic pain in diabetes-Reference-Cited by-同舟云学术

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Machine learning analysis of the UK Biobank reveals prognostic and diagnostic immune biomarkers for polyneuropathy and neuropathic pain in diabetes

Published:2023-07 Issue: Volume:201 Page:110725
ISSN:0168-8227
Container-title:Diabetes Research and Clinical Practice
language:en
Short-container-title:Diabetes Research and Clinical Practice

Author:

Allwright Michael,Karrasch Jackson F.,O'Brien Jayden A.,Guennewig Boris,Austin Paul J.

Publisher

Elsevier BV

Subject

Endocrinology,General Medicine,Endocrinology, Diabetes and Metabolism,Internal Medicine

Reference53 articles.

1. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9(th) edition;Saeedi;Diabetes Res Clin Pract,2019

2. Prevalence and characteristics of painful diabetic neuropathy in a large community-based diabetic population in the U.K;Abbott;Diabetes Care,2011

3. Painful and painless diabetic neuropathies: what is the difference?;Shillo;Curr Diab Rep,2019

4. Relationship between glycated haemoglobin levels and mean glucose levels over time;Nathan;Diabetologia,2007

5. Diabetic peripheral neuropathy associated with cardiovascular risk factors and glucagon-like peptide-1 concentrations among newly diagnosed patients with type 2 diabetes mellitus;Dinh Le;Diabetes Metab Syndr Obes,2022

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1. Optimizing machine learning algorithms for diabetes data: A metaheuristic approach to balancing and tuning classifiers parameters;Franklin Open;2024-09

2. Interpretable machine learning models for detecting peripheral neuropathy and lower extremity arterial disease in diabetics: an analysis of critical shared and unique risk factors;BMC Medical Informatics and Decision Making;2024-07-22

3. A Prognostic Model Incorporating Relevant Peripheral Blood Inflammation Indicator to Predict Postherpetic Neuralgia in Patients with Acute Herpes Zoster;Journal of Pain Research;2024-07

4. Diminished levels of insulin‐like growth factor‐1 may be a risk factor for peripheral neuropathy in type 2 diabetes patients;Journal of Diabetes Investigation;2024-06-24

5. Increased Systemic Immune-Inflammation Index Was Associated with Type 2 Diabetic Peripheral Neuropathy: A Cross-Sectional Study in the Chinese Population;Journal of Inflammation Research;2023-12

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