Supporting Medical Decisions for Treating Rare Diseases through Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Bakurov:2019:evoapplications,

• author = "Illya Bakurov and Leonardo Vanneschi and Mauro Castelli and Maria Joao Freitas",
• title = "Supporting Medical Decisions for Treating Rare Diseases through Genetic Programming",
• booktitle = "22nd International Conference, EvoApplications 2019",
• year = "2019",
• month = "24-26 " # apr,
• editor = "Paul Kaufmann and Pedro A. Castillo",
• series = "LNCS",
• volume = "11454",
• publisher = "Springer Verlag",
• address = "Leipzig, Germany",
• pages = "187--203",
• organisation = "EvoStar, Species",
• keywords = "genetic algorithms, genetic programming, Geometric Semantic Genetic Programming, Medical decisions, Rare diseases",
• isbn13 = "978-3-030-16691-5",
• URL = "http://hdl.handle.net/10362/91519",
• URL = "https://run.unl.pt/bitstream/10362/91519/1/Supporting_medical_decisions_treating_rare_diseases_through_genetic_programming.pdf",
• DOI = "doi:10.1007/978-3-030-16692-2_13",
• size = "16 pages",
• abstract = "Casa dos Marcos is the largest specialized medical and residential center for rare diseases in the Iberian Peninsula. The large number of patients and the uniqueness of their diseases demand a considerable amount of diverse and highly personalized therapies, that are nowadays largely managed manually. This paper aims at catering for the emergent need of efficient and effective artificial intelligence systems for the support of the everyday activities of centres like Casa dos Marcos. We present six predictive data models developed with a genetic programming based system which, integrated into a web-application, enabled data-driven support for the therapists in Casa dos Marcos. The presented results clearly indicate the usefulness of the system in assisting complex therapeutic procedures for children suffering from rare diseases.",
• notes = "http://www.evostar.org/2019/cfp_evoapps.php EuroGP'2019 held in conjunction with EvoCOP2019, EvoMusArt2019 and EvoApplications2019",

}

Genetic Programming entries for Illya Bakurov Leonardo Vanneschi Mauro Castelli Maria Joao Freitas

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