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Updated: May 8, 2025

Computer-assisted Large-scale Visualization and Quantification of Pancreatic Islet Mass, Size Distribution and Architecture
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利用预训练的机器学习模型来量化1型糖尿病的小岛.

Sanghoon Kang1, Jesus D Penaloza Aponte2,3, Omar Elashkar1

  • 1Department of Pharmaceutics, Center for Pharmacometrics and Systems Pharmacology, Intelligent Critical Care Center, College of Pharmacy, University of Florida, Orlando, FL, USA.

Journal of pathology informatics
|December 25, 2024
PubMed
概括

这项研究开发了一种人工智能驱动的工作流程,以使用整个幻灯片图像分析1型糖尿病 (T1D) 中的胰腺小岛细胞异质性. 该工具通过量化内分泌细胞组成和炎症来增强对T1D病变的理解.

关键词:
数字病理学数字病理学岛屿的异质性岛屿的异质性机器学习 机器学习1 型糖尿病 1 型糖尿病整个幻灯片图像的图像.

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