Machine Learning Diffuse Optical Tomography Using Extreme Gradient Boosting and Genetic Programming

Machine Learning Diffuse Optical Tomography Using Extreme Gradient Boosting and Genetic Programming

Diffuse optical tomography (DOT) is a non-invasive method for detecting breast cancer; however, it struggles to produce high-quality images due to the complexity of scattered light and the limitations of traditional image reconstruction algorithms. These algorithms can be affected by boundary condit...

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Bibliographic Details
Main Authors: Ami Hauptman, Ganesh M. Balasubramaniam, Shlomi Arnon
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Bioengineering
Subjects:
diffuse optical tomography
extreme gradient boosting
genetic programming
inhomogeneous breast
inverse problems
Online Access:https://www.mdpi.com/2306-5354/10/3/382

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https://www.mdpi.com/2306-5354/10/3/382

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