Zobrazeno 1 - 10
of 38
pro vyhledávání: '"Tomas Koutny"'
Autor:
Tomas Koutny
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-11 (2022)
Abstract Patient with diabetes must regularly monitor blood glucose level. Drawing a blood sample is a painful and discomfort experience. Alternatively, the patient measures interstitial fluid glucose level with a sensor installed in subcutaneous tis
Externí odkaz:
https://doaj.org/article/d3e7b929d5a841828e1ba2916a68536d
Autor:
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
Publikováno v:
Sensors, Vol 23, Iss 6, p 2957 (2023)
In this paper, we propose an innovative Federated Learning-inspired evolutionary framework. Its main novelty is that this is the first time that an Evolutionary Algorithm is employed on its own to directly perform Federated Learning activity. A furth
Externí odkaz:
https://doaj.org/article/e8c74c5d348a4eb4927f6fd9cccde7ec
Autor:
Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
Publikováno v:
Sensors, Vol 22, Iss 23, p 9445 (2022)
Diabetes is a heterogeneous group of diseases that share a common trait of elevated blood glucose levels. Insulin lowers this level by promoting glucose utilization, thus avoiding short- and long-term organ damage due to the elevated blood glucose le
Externí odkaz:
https://doaj.org/article/4832aaea84dc4988afd59a50ea4bc124
Autor:
Monika Vitezova, Tereza Hammerschmiedt, Jakub Elbl, Petr Trávníček, Eliska Kobzova, Tomas Vitez, Tomas Koutny, Antonin Kintl
Publikováno v:
BioEnergy Research. 14:303-312
Many farms run livestock production along with a biogas plant. Priority is the effort to prepare high-quality feed and high-quality feedstock for the biogas plant. However, deciding which harvesting technique to choose seems a difficult task. In this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ab367e679eddebe1e2b72bfdfc695818
https://doi.org/10.1007/s12155-020-10173-0
https://doi.org/10.1007/s12155-020-10173-0
Autor:
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
V tomto představujeme algoritmus gramatické evoluce k odvození personalizovaných a interpretovatelných modelů předpovědi glukózy pro diabetické pacienty na základě historických měření glukózy, sacharidů a injekčně podaného inzul
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::17062a2b3dcc3e10bef0a70ee01c8186
http://hdl.handle.net/11025/51887
http://hdl.handle.net/11025/51887
Autor:
Martin Ubl, Tomas Koutny
Diabetes je civilizační choroba. Při vývoji nových léčebných metod je vhodné využít in-silico metod pro snížení nutnosti využít živé subjekty. In-silico vyhodnocení vyžaduje spolehlivý metabolický model, který je často realizo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fbc513cb86682ba4a626d2b0e4068225
http://hdl.handle.net/11025/51655
http://hdl.handle.net/11025/51655
Autor:
Martin Ubl, Tomas Koutny
Publikováno v:
EUSPN/ICTH
Diabetes is a widespread civilization disease. It manifests with an elevated blood glucose level. In the long-term, elevated blood glucose level continuously damages organs. In the short-term, hypo- and hyperglycemia are acute complications. Insulin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a3a21f08370258b4af26cdad728370b8
https://doi.org/10.1016/j.procs.2019.11.084
https://doi.org/10.1016/j.procs.2019.11.084
Autor:
Tomas, Koutny, Michael, Mayo
Publikováno v:
Computers in Biology and Medicine. 145:105388
Východiska a cíl: Diabetes mellitus se projevuje jako dlouhotrvající zvýšená hladina glukózy v krvi v důsledku poruchy produkce inzulínu. Takto vysoké hladiny glukózy po dlouhou dobu poškozují mnoho vnitřních orgánů. Pro zmírnění
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::28445d03b143bbd7101114625bdd2ceb
https://doi.org/10.1016/j.compbiomed.2022.105388
https://doi.org/10.1016/j.compbiomed.2022.105388
Publikováno v:
GLOBECOM (Workshops)
The management of diabetes is a very complex task, hence devising automatic procedures able to predict the glycemic level can represent a significant step towards the building of an artificial pancreas capable of providing the needed amounts of insul
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e17ae2e3a58a46467542aff082ea6f17
https://doi.org/10.1109/gcwkshps50303.2020.9367402
https://doi.org/10.1109/gcwkshps50303.2020.9367402
Autor:
Tomas Koutny, Michal Krcma, A. Della Cioppa, Ernesto Tarantino, Martin Ubl, Umberto Scafuri, I. De Falco
Publikováno v:
ISCC
24th International Symposium on Computers and Communications (ISCC), pp. 1–6, Barcelona (Spain), 30/06/2019-03/07/2019
info:cnr-pdr/source/autori:T. Koutny, M. Ubl, A. Della Cioppa, I. De Falco, E. Tarantino, U. Scafuri, M. Krcma/congresso_nome:24th International Symposium on Computers and Communications (ISCC)/congresso_luogo:Barcelona (Spain)/congresso_data:30%2F06%2F2019-03%2F07%2F2019/anno:2019/pagina_da:1/pagina_a:6/intervallo_pagine:1–6
24th International Symposium on Computers and Communications (ISCC), pp. 1–6, Barcelona (Spain), 30/06/2019-03/07/2019
info:cnr-pdr/source/autori:T. Koutny, M. Ubl, A. Della Cioppa, I. De Falco, E. Tarantino, U. Scafuri, M. Krcma/congresso_nome:24th International Symposium on Computers and Communications (ISCC)/congresso_luogo:Barcelona (Spain)/congresso_data:30%2F06%2F2019-03%2F07%2F2019/anno:2019/pagina_da:1/pagina_a:6/intervallo_pagine:1–6
Knihovna PaGMO nabízí několik optimizačních algoritmů pro stanovení optimálních parametrů black-boxmodelu. Takovým modelem může být například model pro homeostázu glukózy. Protože nás zajímá výpočet a predikce hladin glukózy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff6c5eb206ef5f6cb27688fcf7dfb5cb
https://doi.org/10.1109/iscc47284.2019.8969708
https://doi.org/10.1109/iscc47284.2019.8969708