Detection of diabetes from whole-body MRI using deep learning
Obesity is one of the main drivers of type 2 diabetes, but it is not uniformly associated with the disease. The location of fat accumulation is critical for metabolic health. Specific patterns of body fat distribution, such as visceral fat, are closely related to insulin resistance. There might be f...
Main Authors: | Benedikt Dietz, Jürgen Machann, Vaibhav Agrawal, Martin Heni, Patrick Schwab, Julia Dienes, Steffen Reichert, Andreas L. Birkenfeld, Hans-Ulrich Häring, Fritz Schick, Norbert Stefan, Andreas Fritsche, Hubert Preissl, Bernhard Schölkopf, Stefan Bauer, Robert Wagner |
---|---|
Format: | Article |
Language: | English |
Published: |
American Society for Clinical investigation
2021-11-01
|
Series: | JCI Insight |
Subjects: | |
Online Access: | https://doi.org/10.1172/jci.insight.146999 |
Similar Items
-
Reduced cortical thickness associated with visceral fat and BMI
by: Ralf Veit, et al.
Published: (2014-01-01) -
Prediction of Glucose Tolerance without an Oral Glucose Tolerance Test
by: Rohit Babbar, et al.
Published: (2018-03-01) -
Normalized Indices Derived from Visceral Adipose Mass Assessed by Magnetic Resonance Imaging and Their Correlation with Markers for Insulin Resistance and Prediabetes
by: Jürgen Machann, et al.
Published: (2020-07-01) -
Exercise restores brain insulin sensitivity in sedentary adults who are overweight and obese
by: Stephanie Kullmann, et al.
Published: (2022-09-01) -
Editorial: Recent advances in molecular and structural endocrinology
by: Pierre De Meyts, et al.
Published: (2023-03-01)