{"id":18869,"date":"2002-09-09T00:00:00","date_gmt":"2002-09-09T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/redes-neuronales-y-maquinas-de-vectores-soporte-para-la-prediccion-y-modelizacion-de-la-concentracion-valle-de-ciclosporina-a-cya-en-pacientes-con-trasplante-renal\/"},"modified":"2002-09-09T00:00:00","modified_gmt":"2002-09-09T00:00:00","slug":"redes-neuronales-y-maquinas-de-vectores-soporte-para-la-prediccion-y-modelizacion-de-la-concentracion-valle-de-ciclosporina-a-cya-en-pacientes-con-trasplante-renal","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/fisica\/redes-neuronales-y-maquinas-de-vectores-soporte-para-la-prediccion-y-modelizacion-de-la-concentracion-valle-de-ciclosporina-a-cya-en-pacientes-con-trasplante-renal\/","title":{"rendered":"Redes neuronales y m\u00e1quinas de vectores soporte para la predicci\u00f3n y modelizaci\u00f3n de la concentraci\u00f3n valle de ciclosporina a cya) en pacientes con trasplante renal"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Gustavo Camps Valls <\/strong><\/h2>\n<p>La ciclosporina a (cya) es un f\u00e1rmaco immunosupresor ampliamente utilizado en pacientes con trasplante renal. Sin embargo, todav\u00eda es considerado un f\u00e1rmaco con posolog\u00eda cr\u00edtica. Debido a su estrecho \u00e1mbito terap\u00e9utico y la alta variabilidad inter e intraindividual de la concentraci\u00f3n sangu\u00ednea lo que acent\u00faa los problemas de individualizaci\u00f3n posol\u00f3gica y monitorizaci\u00f3n. por desgracia, la pr\u00e1ctica intensiva de monitorizaci\u00f3n de la concentraci\u00f3n sangu\u00ednea de cya influye en la calidad de vida del paciente y en el gasto sanitario asociado.  la presente tesis doctoral propone el uso de redes neuronales artificales y m\u00e1quinas de vectores soporte para la predicci\u00f3n, modelizaci\u00f3n y detecci\u00f3n de niveles cr\u00edticos de la concentraci\u00f3n plasm\u00e1tica de cya en pacientes con trasplante renal.  estos modelos muestran mayor robustez que las t\u00e9cnicas cl\u00e1sicas ante problemas de muestreo no uniforme, alta variabilidad o procesos no estacionarios. adem\u00e1s no precisan un conocimiento a priori del problema ni suponer una distribuci\u00f3n de los datos.  en ese sentido, la ausencia de trabajos exhaustivos para la predicci\u00f3n, modelizaci\u00f3n y detecci\u00f3n de niveles cr\u00edticos mediante t\u00e9cnicas modernas, la necesidad de herramientas de ayuda a la decisi\u00f3n m\u00e9dica y la monitorizaci\u00f3n farmacocerap\u00e9utica, el posible ahorro econ\u00f3mico y la mejora de la calidad de vida de los pacientes justifican el presente trabajo y los objetivos del mismo.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Redes neuronales y m\u00e1quinas de vectores soporte para la predicci\u00f3n y modelizaci\u00f3n de la concentraci\u00f3n valle de ciclosporina a cya) en pacientes con trasplante renal<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Redes neuronales y m\u00e1quinas de vectores soporte para la predicci\u00f3n y modelizaci\u00f3n de la concentraci\u00f3n valle de ciclosporina a cya) en pacientes con trasplante renal <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Gustavo Camps Valls <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Universitat de val\u00e9ncia (estudi general)<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 09\/09\/2002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Emilio Soria Olivas<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: jos\u00e9 Esp\u00ed l\u00f3pez <\/li>\n<li>victor Jimenez torres (vocal)<\/li>\n<li>Antonio Artes rodriguez (vocal)<\/li>\n<li> Pallard\u00f3 mateu Luis m. (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Gustavo Camps Valls La ciclosporina a (cya) es un f\u00e1rmaco immunosupresor ampliamente utilizado en pacientes con trasplante [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[2675,199,7953],"tags":[16166,57426,58289,11529,27101,3309],"class_list":["post-18869","post","type-post","status-publish","format-standard","hentry","category-electronica","category-fisica","category-redes-neuronales","tag-antonio-artes-rodriguez","tag-emilio-soria-olivas","tag-gustavo-camps-valls","tag-jose-espi-lopez","tag-pallardo-mateu-luis-m","tag-victor-jimenez-torres"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/18869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=18869"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/18869\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=18869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=18869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=18869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}