[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-44252-es":3,"doc-seo-44252-110":30,"detail-sidebar-cat-0-es-110":84},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":21,"is_downloadable":21,"audit_status":21,"page_count":22,"language":23,"language_code":24,"site_id":25,"html_lang":24,"table_of_contents":26,"faqs":27,"seo_title":13,"seo_description":14,"update_tm":28,"read_time":29},44252,687197207639,"Asher","https://ap-avatar.wpscdn.com/davatar_a8503ba1806abce46bf441b54a3ca4cd",40,"Salud y Atención Médica","Inteligencia Artificial Aplicada a la Biomedicina: Lo que nos depara el futuro","Monografía del ciclo de conferencias y debates “Inteligencia Artificial Aplicada a la Biomedicina: Lo que nos depara el futuro” (11.ª edición) organizada por la Fundación Ramón Areces y Springer Nature. Reúne presentaciones, introducción y un conjunto de ponencias sobre inteligencia artificial, ciencia de datos, tecnologías éticas, robótica flexible e impacto del deep learning en el tratamiento oncológico. Incluye debate final y reflexiona sobre el futuro de la medicina personalizada y la toma de decisiones terapéuticas basada en Big data, genética y epigenética.","monografía  \nciclo de  \nconferencias y debates en  \nciencias  \n11.ª edición  \nFUNDACIÓN RAMÓN ARECES  \nSPRINGER NATURE  \nINTELIGENCIA ARTIFICIAL APLICADA A LA BIOMEDICINALo que nos depara el futuro  \nARTIFICIAL INTELLIGENCE IN BIOMEDICINE  \nWhat the future holds for us  \nmonografía  \nciclo de  \nconferencias y debates en  \nciencias  \n11.a edición  \nFUNDACIÓN RAMÓN ARECES  \nSPRINGER NATURE  \nINTELIGENCIA ARTIFICIAL APLICADA A LA BIOMEDICINA  \nLo que nos depara el futuro  \nARTIFICIAL INTELLIGENCE IN BIOMEDICINE  \nWhat the future holds for us  \nMadrid, 7 de febrero de 2019 FUNDACIÓN RAMÓN ARECES Vitruvio, 5 • 28006 Madrid  \n© Fundación Ramón Areces Vitruvio, 5-28006 Madrid (España) [www.fundacionareces.es](www.fundacionareces.es)  \n© 2019 Springer Healthcare Ibérica, part of Springer Nature group  \nRosario Pino, 14-4ª planta 28020 Madrid (España) Tel.: +34 91 555 40 62 [www.springerhealthcare.com](www.springerhealthcare.com)[ ](www.springerhealthcare.com)[www.springernature.com](www.springernature.com)  \n[Dep](Dep)ó[sito](sito) legal: M-15507-2019  \nImpreso en España – Printed in Spain  \nÍNDICE  \nINTELIGENCIA ARTIFICIAL APLICADA A LA BIOMEDICINALo que nos depara el futuro  \npresentación  \nFederico Mayor Zaragoza __________________________________________________________________ 7  \nSoledad Santos__________________________________________________________________________ 8  \nintroducción  \nErika Pastrana _________________________________________________________________________ 11  \nconferencias  \nInteligencia artificial y ciencia de datos: mirando hacia el futuro Prof. José Hernández-Orallo _______________________________________________________________ 17  \nDesarrollo de la inteligencia artificial y tecnologías éticas para el sector de la salud Dr. TarekR. Besold _____________________________________________________________________ 23  \nRobótica flexible para interaccionar de manera intuitiva con los robots Dra. Jamie Paik ________________________________________________________________________ 29  \nPotencial de la inteligencia artificial/deep learning para mejorarel tratamiento oncológico Dra. Kara L. Davis _____________________________________________________________________ 35  \ndebate  \nProf. José Hernández-Orallo, Dr. TarekR. Besold, Dra. Jamie Paik, Dra. Kara L. Davis ______________________ 39  \nARTIFICIAL INTELLIGENCE IN BIOMEDICINE  \nWhat the future holds for us  \npresentation  \nFederico Mayor Zaragoza _________________________________________________________________ 47  \nSoledad Santos_________________________________________________________________________ 48  \nintroduction  \nErika Pastrana _________________________________________________________________________ 51  \nlectures  \nArtificial intelligence and data science: looking ahead Prof. José Hernández-Orallo _______________________________________________________________ 57  \nBuilding ethical Artificial Intelligence and technology for the health sector Dr. TarekR. Besold______________________________________________________________________ 63  \nSoft robotics for intuitive human robot interaction Dr. Jamie Paik _________________________________________________________________________ 69  \nPotential of artificial intellingence/deep learning methods to improve cancer care Dr. Kara L. Davis _______________________________________________________________________ 75  \ndiscussion  \nProf. José Hernández-Orallo, Dr. TarekR. Besold, Dr. Jamie Paik, Dr. Kara L. Davis ________________________ 79  \n3  \npresentación  \nFederico Mayor Zaragoza  \nPresidente del Consejo Cientí􀀅code la Fundación Ramón Areces  \nSoledad Santos  \nDirectora Editorial de España y Portugal de Springer Healthcare  \n5  \nInteligenc ia a rt ific ia l ap l icada a la Biomedicina  \nPresentación  \nE  \nn esta undécima edición de “Ciclos de conferencias y debates”, organizada conjuntamente con Springer Nature, ybajo el título Inteligencia Artificial Aplicada a la Biomedicina. Lo que nos depara elfuturo, nos acercamos a ","cbCain196xD0Uvbd","https://ap.wps.com/l/cbCain196xD0Uvbd","pdf",1689542,5,1,86,"Spanish","es",110,"# Presentación\n## Federico Mayor Zaragoza\n## Soledad Santos\n# Introducción\n## Erika Pastrana\n# Conferencias\n## Inteligencia artificial y ciencia de datos: mirando hacia el futuro\n## Desarrollo de la inteligencia artificial y tecnologías éticas para el sector de la salud\n## Robótica flexible para interaccionar de manera intuitiva con los robots\n## Potencial de la inteligencia artificial/deep learning para mejorar el tratamiento oncológico\n# Debate\n## Ponentes: Hernández-Orallo, Besold, Paik, Davis","[{\"question\":\"Qué papel se atribuye a la robótica en el contenido del documento?\",\"answer\":\"Se dedica una ponencia a la robótica flexible enfocada en una interacción humana-robot intuitiva, como parte de las capacidades tecnológicas que impactan la biomedicina.\"}]",1783399626,132,{"code":4,"msg":31,"data":32},"ok",{"site_id":25,"language":24,"slug":33,"title":13,"keywords":34,"description":14,"schema_data":35,"social_meta":79,"head_meta":81,"extra_data":83,"updated_unix":28},"artificial-intelligence-applied-to-biomedicine-what-the-future-holds-for-us","",{"@graph":36,"@context":78},[37,54,69],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,51],{"item":41,"name":42,"@type":43,"position":21},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/es/document/","Document",2,{"item":49,"name":12,"@type":43,"position":50},"https://docshare.wps.com/es/document/salud-y-atención-médica/",3,{"item":52,"name":13,"@type":43,"position":53},"https://docshare.wps.com/es/document/artificial-intelligence-applied-to-biomedicine-what-the-future-holds-for-us/44252/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":24,"description":14,"dateModified":62,"datePublished":63,"encodingFormat":61,"isAccessibleForFree":64,"interactionStatistic":65},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":41,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-07-20","2026-07-07",true,{"@type":66,"interactionType":67,"userInteractionCount":20},"InteractionCounter",{"@type":68},"ViewAction",{"@type":70,"mainEntity":71},"FAQPage",[72],{"name":73,"@type":74,"acceptedAnswer":75},"Qué papel se atribuye a la robótica en el contenido del documento?","Question",{"text":76,"@type":77},"Se dedica una ponencia a la robótica flexible enfocada en una interacción humana-robot intuitiva, como parte de las capacidades tecnológicas que impactan la biomedicina.","Answer","https://schema.org",{"og:url":52,"og:type":80,"og:title":13,"og:site_name":59,"og:description":14},"article",{"robots":82,"canonical":52},"index,follow",{"doc_id":7,"site_id":25},{"code":4,"msg":5,"data":85},[86,91,95,99,103,107,111,115,119,121],{"id":87,"doc_module":4,"doc_module_name":46,"category_name":88,"show_sort_weight":89,"slug":90},39,"Cómic",60,"comic",{"id":92,"doc_module":4,"doc_module_name":46,"category_name":93,"show_sort_weight":89,"slug":94},43,"Estilo de Vida","lifestyle",{"id":96,"doc_module":4,"doc_module_name":46,"category_name":97,"show_sort_weight":89,"slug":98},38,"Examen","exam",{"id":100,"doc_module":4,"doc_module_name":46,"category_name":101,"show_sort_weight":89,"slug":102},44,"General","general",{"id":104,"doc_module":4,"doc_module_name":46,"category_name":105,"show_sort_weight":89,"slug":106},41,"Investigación e Informes","research-report",{"id":108,"doc_module":4,"doc_module_name":46,"category_name":109,"show_sort_weight":89,"slug":110},37,"Literatura","literature",{"id":112,"doc_module":4,"doc_module_name":46,"category_name":113,"show_sort_weight":89,"slug":114},22,"Relatos y Novelas","story-novel",{"id":116,"doc_module":4,"doc_module_name":46,"category_name":117,"show_sort_weight":89,"slug":118},42,"Religión y Espiritualidad","religion-spirituality",{"id":11,"doc_module":4,"doc_module_name":46,"category_name":12,"show_sort_weight":89,"slug":120},"healthcare",{"id":122,"doc_module":4,"doc_module_name":46,"category_name":123,"show_sort_weight":89,"slug":124},24,"Tecnología","technology"]