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Identification of the blood perfusion rate for laser-induced thermotherapy in the liver

Authors :
Sebastian Blauth
Christian Leithäuser
Norbert Siedow
Matthias Andres
Publica
Source :
Journal of Mathematics in Industry, Vol 10, Iss 1, Pp 1-20 (2020)
Publication Year :
2020
Publisher :
SpringerOpen, 2020.

Abstract

Using PDE-constrained optimization we introduce a parameter identification approach which can identify the blood perfusion rate from MR thermometry data obtained during the treatment with laser-induced thermotherapy (LITT). The blood perfusion rate, i.e., the cooling effect induced by blood vessels, can be identified during the first stage of the treatment. This information can then be used by a simulation to monitor and predict the ongoing treatment. The approach is tested with synthetic measurements with and without artificial noise as input data.

Details

Language :
English
ISSN :
21905983
Volume :
10
Issue :
1
Database :
OpenAIRE
Journal :
Journal of Mathematics in Industry
Accession number :
edsair.doi.dedup.....272c79eaacebfb04248d44b23df74168
Full Text :
https://doi.org/10.1186/s13362-020-00085-1