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Related Concept Videos

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Type 2 diabetes, characterized by insulin resistance, arises when the insulin receptors on cells lose responsiveness to insulin, diminishing the cell's capacity to take up glucose, resulting in elevated blood glucose levels. To receive a diagnosis of Type 2 diabetes, a series of blood glucose tests are necessary to assess whether the blood glucose falls within normal parameters. If the result is out of the normal range, a patient may be diagnosed as prediabetic or diabetic, depending on the...
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Diabetes mellitus is a chronic metabolic disorder characterized by high blood glucose levels due to inadequate insulin production, insulin resistance, or both. The condition affects millions worldwide and can significantly impact their health and quality of life.
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Related Experiment Video

Updated: Jan 9, 2026

Segmentation and Linear Measurement for Body Composition Analysis using Slice-O-Matic and Horos
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Enhanced diabetes prediction using CTGAN-MLP approach on body composition data

Javad Hassannataj Joloudari1,2,3,4, Mohammad Maftoun5, Mohammad Ali Nematollahi6

  • 1Research Center for Health Management in Mass Gathering, Red Crescent Society of the Islamic Republic of Iran, Tehran, Iran. javad.hassannataj@birjand.ac.ir.

Scientific Reports
|December 10, 2025
PubMed
Summary

No abstract available in PubMed .

Keywords:
Body composition dataDeep learningDiabetes predictionGenerative adversarial networksMachine learningMultilayer perceptron

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