Automated Measurements of Liver Fat Using Machine Learning

The purpose of the thesis was to investigate the possibility of using machine learn-ing for automation of liver fat measurements in fat-water magnetic resonancei maging (MRI). The thesis presents methods for texture based liver classificationand Proton Density Fat Fraction (PDFF) regression using mu...

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Bibliographic Details
Main Author: Grundström, Tobias
Format: Others
Language:English
Published: Linköpings universitet, Datorseende 2018
Subjects:
MRI
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-151286

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