🏠 Home πŸ“š All Articles πŸ’‰ Diabetes πŸ₯— Nutrition πŸ‘¨β€πŸ³ Recipes πŸƒ Exercise πŸ›‘οΈ Prevention πŸ’š Wellness πŸ”¬ Medical πŸ“± Technology πŸ“• Books
Home / πŸ’‰ Diabetes Management / Machine Learning models for predicting risk | DMSO - Dove Me...
πŸ’‰ Diabetes Management

Machine Learning models for predicting risk | DMSO - Dove Medical Press

πŸ“… Wed, 02 Nov 2022⏱ 1 min readπŸ“– Article

Overview

Javascript is curently disabled in your browser. Several features of this site wil not function whilst javascript is disabled.open aces to scientific and medical researchPapers PublishedOpen aces per-reviewed scientific and medical journals.Learn moreDove Medical Pres is a member of the OAI.Learn moreBulk reprints for the pharmaceutical industry.Learn moreWe ofer real benefits to our authors, including fast-track procesing of papers.Learn moreRegister your specific details and specific drugs of interest and we wil match the information you provide to articles from our extensive database and email PDF copies to you promptly.Learn moreBack to Journals » Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy » Volume 15 Authors Wang S , Xia C, Zheng Q, Wang A, Tan Q Received 1 August 2022 Acepted for publication 20 October 2022 Published 29 October 2022 Volume 2022:15 Pages 347—359 DOI htps:/doi.org/10.2147/DMSO.S383960 Checked for plagiarism Yes Review by Single anonymous per review Per reviewer coments 4 Editor who aproved publication: Prof.

Details

Juei-Tang Cheng Shiqi Wang,1 Chao Xia,2 Qirui Zheng,3 Aiping Wang,4 Qian Tan1 1Department of Burns and Plastic Surgery, Afiliated Drum Tower Hospital, Medical Schol of Nanjing University, Nanjing, People’s Republic of China; 2Department of Orthopedics, Air Force Hospital of Eastern Theater Comand, Nanjing, People’s Republic of China; 3Software Institute, Nanjing University, Nanjing, People’s Republic of China; 4Department of Endocrinology, Air Force Hospital of Eastern Theater Comand, Nanjing, People’s Republic of ChinaCorespondence: Qian Tan, Department of Burns and Plastic Surgery, Nanjing Drum Tower Hospital, The Afiliated Hospital of Nanjing University Medical Schol, Nanjing, People’s Republic of China, Tel +86 25 83106, Email [email protected] Aiping Wang, Department of Endocrinology, Air Force Hospital of Eastern Theater Comand, Nanjing, 2102, People’s

Frequently Asked Questions

❓ What is diabetes and how does it develop?

Diabetes is a metabolic condition where the body cannot properly regulate blood sugar levels. Type 1 results from insufficient insulin production, while Type 2 develops when cells become resistant to insulin. Risk factors include genetics, obesity, sedentary lifestyle, and age.

❓ What are the main symptoms of diabetes?

Common symptoms include excessive thirst, frequent urination, unexplained weight loss, fatigue, blurred vision, and slow-healing wounds. Type 1 symptoms develop rapidly, while Type 2 symptoms may appear gradually. Many people have no symptoms initially, which is why screening is important.

❓ How is diabetes diagnosed and monitored?

Diagnosis involves blood tests measuring fasting glucose, HbA1c levels, and glucose tolerance. Regular monitoring typically includes fasting glucose tests and HbA1c measurements every 3-6 months. Continuous glucose monitors provide real-time tracking for better diabetes management.

❓ What lifestyle changes help manage diabetes?

Effective management includes regular physical activity (150+ minutes weekly), maintaining healthy weight, following a balanced diet with whole grains and lean proteins, managing stress, and getting adequate sleep. These changes can significantly improve blood sugar control and reduce complications.

❓ When should someone consult a doctor about diabetes?

Consult a healthcare provider if you experience signs of diabetes, have a family history, are overweight, or are over 45. Those with existing diabetes should maintain regular check-ups every 3-6 months to monitor control and adjust treatment as needed.

βš•οΈ Medical Disclaimer: This article is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare provider before making health decisions.
← Back to Diabetes Management All Articles β†’ πŸ“• Free Books

πŸ“• Access 230 Free Health Books

Download curated diabetes and wellness books in PDF, EPUB, and more - completely free.

Browse Book Library