Topological data analysis in medical imaging: current state of the art

Topological data analysis in medical imaging: current state of the art

Key points 1. Topological data analysis (TDA) provides information on the shape of data. 2. In radiology, the shape of 2D and 3D images contains additional information. 3. TDA can be combined with other applications, such as textural analysis. 4. Persistent homology can provide a visual representati...

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Bibliographic Details
Main Authors: Yashbir Singh, Colleen M. Farrelly, Quincy A. Hathaway, Tim Leiner, Jaidip Jagtap, Gunnar E. Carlsson, Bradley J. Erickson
Format: Article
Language:English
Published: SpringerOpen 2023-04-01
Series:Insights into Imaging
Subjects:
Topological data analysis
Persistent homology
Medical imaging
Texture landmarks
Online Access:https://doi.org/10.1186/s13244-023-01413-w

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