03618ntm a22006497a 4500 000219780 CZ-PrVSE 20120605213517.0 m d cr n|||||||||| 120605s2012 xr fsbm 000 0 eng d NEZPRACOVANÝ IMPORT ABA006 cze ABA006 ABA006 Nálevka, Petr ISIS:12835 dis Zlepšování učinnosti prevence v telemedicíně eng Improving Efficiency of Prevention in Telemedicine [elektronický zdroj] / Petr Nálevka 2012 ?? s. : digital, PDF soubor Vedoucí práce: Vojtěch Svátek Disertační práce (Ph.D.)—Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky, 2012 Obsahuje bibliografii Textový (vysokoškolská kvalifikační práce) Rok obhajoby 2012 This thesis employs data-mining techniques and modern information and communication technology to develop methods which may improve efficiency of prevention oriented telemedical programs. In particular this thesis uses the ITAREPS program as a case study and demonstrates that an extension of the program based on the proposed methods may significantly improve the program's efficiency. ITAREPS itself is a state of the art telemedical program operating since 2006. It has been deployed in 8 different countries around the world, and solely in the Czech republic it helped prevent schizophrenic relapse in over 400 participating patients. Outcomes of this thesis are widely applicable not just to schizophrenic patients but also to other psychotic or non-psychotic diseases which follow a relapsing path and satisfy certain preconditions defined in this thesis. Two main areas of improvement are proposed. First, this thesis studies various temporal data-mining methods to improve relapse prediction efficiency based on diagnostic data history. Second, latest telecommunication technologies are used in order to improve quality of the gathered diagnostic data directly at the source. Způsob přístupu: Internet informatika [obor disert. práce] disertace fd132024 czenas dissertations eczenas Data-mining Actigraphy Schizophrenia ROC AdaBoost Naive Bayes classifier Cross-validation Noise in data Rare- events Temporal abstraction Prevention Telepsychiatry Telemedicine Svátek, Vojtěch, 1967 prosinec 1.- mzk2004217940 ths Berka, Petr, 1959- jn20001103427 opn Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky kn20010709399 https://isis.vse.cz/zp/14954/podrobnosti VŠKP v InSIS https://isis.vse.cz/zp/14954 Hlavní práce https://isis.vse.cz/zp/14954/posudek/vedouci Hodnocení vedoucího https://isis.vse.cz/zp/14954/posudek/oponent/24875 Oponentura https://isis.vse.cz/zp/14954/posudek/oponent/24876 Oponentura https://isis.vse.cz/zp/14954/posudek/oponent/24877 Oponentura https://isis.vse.cz/zp/14954/priloha/6557 Přiloha k práci http://isis.vse.cz/zp/86548/podrobnosti dc:identifier NEPOSILAT VSKP 86548 vse14954 120605