Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@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