Publication Details
Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans
treatment planning, HIFU, evolutionary strategy, island model
High Intensity Focused Ultrasound (HIFU) is an emerging technique for
non-invasive cancer treatment where malignant tissue is destroyed by thermal
ablation. The treatment plan consists of a series of HIFU sonications since one
sonication destroys only a small volume of tissue. The high-quality treatment
plans with a precise HIFU positioning need to be generated to destroy all
malignant tissue and prevent damage to surrounding healthy tissue. Here, we
present an optimized evolutionary strategy that uses an island model to design
HIFU treatment plans using patient-specific material properties and a realistic
thermal model. Although the original strategy was able to create high-quality
treatment plans, the execution time too high. The proposed version allows finding
the solution more than 6-times faster, moreover, with a higher success rate.
@inproceedings{BUT161855,
author="Filip {Kukliš}",
title="Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans",
booktitle="Sborník semináře PAD 2019",
year="2019",
pages="5--8",
publisher="Academic and Medical Conference Agency",
address="Doksy",
isbn="978-80-88214-20-5",
url="https://www.fit.vut.cz/research/publication/12034/"
}