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Identification of the blood perfusion rate for laser-induced thermotherapy in the liver
- 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.
- Subjects :
- Materials science
Laser-induced thermotherapy
Parameter identification
Mr thermometry
Bio-heat equation
Cooling effect
01 natural sciences
010305 fluids & plasmas
030207 dermatology & venereal diseases
03 medical and health sciences
0302 clinical medicine
0103 physical sciences
FOS: Mathematics
lcsh:Industry
Mathematics - Optimization and Control
Blood perfusion
Applied Mathematics
lcsh:Mathematics
fungi
food and beverages
lcsh:QA1-939
Perfusion rate
LITT
Optimization and Control (math.OC)
PDE-constrained optimization
lcsh:HD2321-4730.9
Biomedical engineering
Subjects
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