AI-Driven segmentation and morphogeometric profiling of epicardial adipose tissue in type 2 diabetes

Abstract Background Epicardial adipose tissue (EAT) is associated with cardiometabolic risk in type 2 diabetes (T2D), but its spatial distribution and structural alterations remain understudied. We aim to develop a shape-aware, AI-based method for automated segmentation and morphogeometric analysis...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Cardiovascular Diabetology
المؤلفون الرئيسيون: Fan Feng, Abdallah I. Hasaballa, Ting Long, Xinyi Sun, Justin Fernandez, Carl-Johan Carlhäll, Jichao Zhao
التنسيق: مقال
اللغة:الإنجليزية
منشور في: BMC 2025-07-01
الموضوعات:
Epicardial adipose tissue
Type 2 diabetes
MRI
Multi-modal deep learning
Statistical shape analysis
الوصول للمادة أونلاين:https://doi.org/10.1186/s12933-025-02829-y

الانترنت

https://doi.org/10.1186/s12933-025-02829-y

مواد مشابهة