Detection of diabetes from whole-body MRI using deep learning

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...

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Bibliographic Details
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:
Endocrinology
Metabolism
Online Access:https://doi.org/10.1172/jci.insight.146999

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