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Explainable AI-based analysis of human pancreas sections identifies traits of type 2 diabetes

2024-10-23

Abstract excerpt

Type 2 diabetes (T2D) is a chronic disease currently affecting around 500 million people worldwide with often severe health consequences. Yet, histopathological analyses are still inadequate to infer the glycaemic state of a person based on morphological alterations linked to impaired insulin secretion and β-cell failure in T2D. Giga-pixel microscopy can capture subtle morphological changes, but data complexity ex...

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Literature Corpus work
1c456ac0-3ec1-5c8a-ae56-98a38937fe0f
DOI
10.1101/2024.10.23.24315937
Open publication

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Explainable AI-based analysis of human pancreas sections identifies traits of type 2 diabetesDOI 10.1101/2024.10.23.24315937
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