Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Hurta:2022:EuroGP,
-
author = "Martin Hurta and Michaela Drahosova and
Lukas Sekanina and Stephen L. Smith and Jane E. Alty",
-
title = "Evolutionary Design of Reduced Precision
{Levodopa}-Induced {Dyskinesia} Classifiers",
-
booktitle = "EuroGP 2022: Proceedings of the 25th European
Conference on Genetic Programming",
-
year = "2022",
-
editor = "Eric Medvet and Gisele Pappa and Bing Xue",
-
series = "LNCS",
-
volume = "13223",
-
publisher = "Springer Verlag",
-
address = "Madrid, Spain",
-
pages = "85--101",
-
month = "20-22 " # apr,
-
organisation = "EvoStar, Species",
-
keywords = "genetic algorithms, genetic programming, Cartesian
genetic programming, Coevolution, Adaptive size fitness
predictors, Energy-efficient, Hardware-oriented,
Fixed-point arithmetic, Levodopa-induced dyskinesia,
Parkinson disease",
-
isbn13 = "978-3-031-02055-1",
-
DOI = "doi:10.1007/978-3-031-02056-8_6",
-
abstract = "http://www.fit.vutbr.cz/~jarosjir/SUPSY/index.html.en
Parkinson's disease (PD) belongs among the most common
neurological conditions, with PD's symptoms often
treated with the dopamine-replacement drug levodopa.
The right dosage is essential in order to suppress PD's
symptoms and, at the same time to avoid the drug's
troublesome side effects, including involuntary and
often violent muscle spasms, called dyskinesia. A small
low-power solution that could be implemented directly
into a home wearable device would enable long-term
continuous monitoring of Parkinson's disease patients
in their homes and allow clinicians accurate assessment
of patients condition and the advised adjustment of
levodopa dosage. The presentation will show my current
progress in solving this challenge using Cartesian
genetic programming with adaptive size fitness
predictors.",
-
notes = "http://www.evostar.org/2022/eurogp/ Part of
\cite{Medvet:2022:GP} EuroGP'2022 held inconjunction
with EvoApplications2022 EvoCOP2022 EvoMusArt2022",
- }
Genetic Programming entries for
Martin Hurta
Michaela Sikulova
Lukas Sekanina
Stephen L Smith
Jane E Alty
Citations