{"id":2043,"date":"2023-05-24T11:09:26","date_gmt":"2023-05-24T11:09:26","guid":{"rendered":"https:\/\/3i-ict.citic.udc.es\/?p=2043"},"modified":"2023-05-24T11:11:51","modified_gmt":"2023-05-24T11:11:51","slug":"models-for-the-prevention-of-arthritis-natural-language-processing-and-wireless-virtual-sensing-first-projects-in-the-european-3-i-ict-programme-for-attracting-international-talent","status":"publish","type":"post","link":"https:\/\/3i-ict.citic.udc.es\/?p=2043","title":{"rendered":"Models for the prevention of arthritis, natural language processing and wireless virtual sensing, first projects in the European 3-i ICT programme for attracting international talent"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2043\" class=\"elementor elementor-2043\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-872b624 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"872b624\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bbba3ee\" data-id=\"bbba3ee\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba116b0 elementor-widget elementor-widget-heading\" data-id=\"ba116b0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h4 class=\"elementor-heading-title elementor-size-default\">\nModels for the prevention of arthritis, natural language processing and wireless virtual sensing, first projects in the European 3-i ICT programme for attracting international talent<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e368c5c elementor-widget elementor-widget-spacer\" data-id=\"e368c5c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-388ff0c elementor-widget elementor-widget-text-editor\" data-id=\"388ff0c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<ul><li><strong>The CITIC of the UDC hosted the presentation of the first three thesis projects, of the eight planned under this call for proposals.<\/strong><\/li><\/ul><ul><li><strong>The 3-i ICT is the first programme awarded to a Galician institution within the European call MSCA-COFUND of the European framework programme H2020.<\/strong><\/li><\/ul><p>The ICT Research Centre (CITIC) of the University of A Coru\u00f1a hosted on Tuesday 23 May the presentation of the international doctoral theses of the 3-i ICT (International, Interdisciplinary and Intersectoral Information and Communications Technology PhD Programme), an innovative programme for attracting pre-doctoral talent awarded to the UDC centre last year.<\/p><p>Specifically, three of the eight research projects planned under this plan, which offers extensive training in research and transfer skills and will provide a solid competitive advantage in the professional development of the participants, were presented. In addition to the doctoral students and researchers, the event was attended by the head of European projects at CITIC, Cristina Villar, and the director of CITIC, Manuel Penedo, who recalled that this is the first programme awarded to a Galician institution within the European call MSCA- COFUND of the European framework programme H2020.<\/p><p><strong>Natural language processing<\/strong><\/p><p>\u201cSequence Labelling Parsing for Applied Natural Language Processing\u201d is the title of the thesis project presented by Muhammad Imran with Carlos G\u00f3mez and Margarita Alonso Ramos as director and co-director, respectively.<\/p><p>The aim of this research is to exploit the potential of sequence labelling analysis to improve practical Natural Language Processing (NLP) tasks in large configurations. To achieve this, different ways of integrating information from analysis tasks such as named entity recognition, aspect-based sentiment analysis and automatic text summarisation are explored. \u00a0Thus, analytics information is used as label features and multi-task learning architectures are designed to perform both analytics and downstream tasks together. The ultimate goal is to improve the accuracy and quality of downstream PLN tasks using linguistic information without compromising efficiency.<\/p><p><strong>Wireless virtual sensing<\/strong><\/p><p>Dariel Pereira Ruis\u00e1nchez is the author of the thesis project \u201cWireless virtual sensing fuere control applications\u201d directed by Luis Castedo and co-directed by Francisco Javier Cuadrado.<\/p><p>This PhD project aims to overcome the current limitations of virtual sensing by introducing a new concept: wireless virtual sensing. This innovative idea seeks to take advantage of recent advances in wireless connectivity and edge computing to develop a network infrastructure suitable for virtual sensing.<\/p><p>The main focus of this thesis is on the design of a specific wireless network infrastructure and the optimisation of its transmission and computing resources. The design of the wireless network infrastructure and the optimisation of its resources are key aspects to achieve efficient and reliable virtual sensing.<\/p><p><strong>Rheumatoid arthritis prediction models<\/strong><\/p><p>Finally, PhD student Blanca Estela Monroy Castillo presented the thesis project \u201cFlexible cure models in data science to predict sustained remission in rheumatoid arthritis\u201d, with Ricardo Cao as director and Francisco Javier Blanco and Amalia J\u00e1come as co-directors.<\/p><p>In this thesis project, the aim is to develop efficient statistical data analysis techniques to predict the remission of rheumatoid arthritis (AIRE) after treatment. For this purpose, cure models, non-parametric and semi-parametric methods for survival analysis, as well as functional data analysis techniques will be used. Cure models will be applied to determine the probability of point remission and sustained remission in patients with AIRE. In addition, methods will be employed in survival analysis to predict the latency time in those patients who do not achieve sustained remission.<\/p><p>To improve the accuracy of predictions, the use of functional data analysis techniques to define biomarker classifications is proposed. These will allow a more accurate assessment of the likelihood of timely and sustained remission in patients with AIRE.<\/p><p>The cure modelling approach, together with functional data analysis techniques, facilitates a comprehensive and efficient analysis of data to predict AIRE remission and time to recurrence in patients who do not achieve sustained remission.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b4595bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b4595bb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0be9197\" data-id=\"0be9197\" data-element_type=\"column\">\n\t\t\t<div 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data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA1NCwidXJsIjoiaHR0cHM6XC9cLzNpLWljdC5jaXRpYy51ZGMuZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzA1XC9FcXVpcG8tdGVzaXMtc2Vuc29yaWNhX3dlYi5qcGciLCJzbGlkZXNob3ciOiJhbGwtZjdiZDE3YyJ9\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Equipo-tesis-sensorica_web-300x218.jpg\" data-width=\"300\" data-height=\"218\" alt=\"\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Presentacion-tesis-reumatologia_web.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"all-f7bd17c\" data-elementor-lightbox-title=\"Presentaci\u00f3n tesis reumatolog\u00eda_web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA1NywidXJsIjoiaHR0cHM6XC9cLzNpLWljdC5jaXRpYy51ZGMuZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzA1XC9QcmVzZW50YWNpb24tdGVzaXMtcmV1bWF0b2xvZ2lhX3dlYi5qcGciLCJzbGlkZXNob3ciOiJhbGwtZjdiZDE3YyJ9\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Presentacion-tesis-reumatologia_web-300x218.jpg\" data-width=\"300\" data-height=\"218\" alt=\"\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Equipo-tesis-reumatologia_web.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"all-f7bd17c\" data-elementor-lightbox-title=\"Equipo tesis reumatolog\u00eda_web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA1MywidXJsIjoiaHR0cHM6XC9cLzNpLWljdC5jaXRpYy51ZGMuZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzA1XC9FcXVpcG8tdGVzaXMtcmV1bWF0b2xvZ2lhX3dlYi5qcGciLCJzbGlkZXNob3ciOiJhbGwtZjdiZDE3YyJ9\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Equipo-tesis-reumatologia_web-300x219.jpg\" data-width=\"300\" data-height=\"219\" alt=\"\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Foto-de-familia_web.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"all-f7bd17c\" data-elementor-lightbox-title=\"Foto de familia_web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA1NSwidXJsIjoiaHR0cHM6XC9cLzNpLWljdC5jaXRpYy51ZGMuZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzA1XC9Gb3RvLWRlLWZhbWlsaWFfd2ViLmpwZyIsInNsaWRlc2hvdyI6ImFsbC1mN2JkMTdjIn0%3D\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/3i-ict.citic.udc.es\/wp-content\/uploads\/2023\/05\/Foto-de-familia_web-300x218.jpg\" data-width=\"300\" data-height=\"218\" alt=\"\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The ICT Research Centre (CITIC) of the University of A Coru\u00f1a hosted on Tuesday 23 May the presentation of the international doctoral theses of the 3-i ICT (International, Interdisciplinary and Intersectoral Information and Communications Technology PhD Programme), an innovative programme for attracting pre-doctoral talent awarded to the UDC centre last year. Specifically, three of the eight research projects planned under this plan.<\/p>\n","protected":false},"author":1,"featured_media":2055,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-2043","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-latest_newsa"],"_links":{"self":[{"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/posts\/2043","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2043"}],"version-history":[{"count":10,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/posts\/2043\/revisions"}],"predecessor-version":[{"id":2064,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/posts\/2043\/revisions\/2064"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=\/wp\/v2\/media\/2055"}],"wp:attachment":[{"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2043"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2043"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/3i-ict.citic.udc.es\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2043"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}