{"id":620,"date":"2019-05-27T17:52:16","date_gmt":"2019-05-27T17:52:16","guid":{"rendered":"https:\/\/www.pathwayseit.eu\/?page_id=620"},"modified":"2019-05-28T10:41:11","modified_gmt":"2019-05-28T10:41:11","slug":"process-mining","status":"publish","type":"page","link":"https:\/\/pathwayseit.eu\/es\/process-mining\/","title":{"rendered":"Process Mining"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"620\" class=\"elementor elementor-620 elementor-356\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f82b95f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f82b95f\" data-element_type=\"section\" data-e-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-33 elementor-top-column elementor-element elementor-element-70e409b0\" data-id=\"70e409b0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2619fe9e elementor-widget elementor-widget-text-editor\" data-id=\"2619fe9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: center;\"><a href=\"#IPM\">\u00bfQu\u00e9 es Miner\u00eda de Procesos Interactiva?<\/a><\/h4>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/006-network-150x150.png\" sizes=\"(max-width: 150px) 100vw, 150px\" srcset=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/006-network-150x150.png 150w, https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/006-network-230x230.png 230w, https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/006-network.png 256w\" alt=\"\" width=\"150\" height=\"150\" \/><\/p>\n<p><!-- \/wp:separator --><\/p>\t\t\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-95f5ca0\" data-id=\"95f5ca0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e537ad9 elementor-widget elementor-widget-text-editor\" data-id=\"e537ad9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: center;\"><a href=\"#cases\">Casos de \u00e9xito<\/a><\/h4>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/003-tick-1-150x150.png\" sizes=\"(max-width: 150px) 100vw, 150px\" srcset=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/003-tick-1-150x150.png 150w, https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/003-tick-1-230x230.png 230w, https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/003-tick-1.png 256w\" alt=\"\" width=\"150\" height=\"150\" \/><\/p>\n<h4 style=\"text-align: center;\">\u00a0<\/h4>\n<p><!-- \/wp:separator --><\/p>\t\t\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-446d99e\" data-id=\"446d99e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-44371f1 elementor-widget elementor-widget-text-editor\" data-id=\"44371f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: center;\"><a href=\"#Pubs\">Publicaciones<\/a><\/h4>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/libros-150x150.png\" alt=\"\" width=\"150\" height=\"150\" \/><\/p>\n<p><!-- \/wp:separator --><\/p>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-98ed60e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98ed60e\" data-element_type=\"section\" data-e-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-105d6ed\" data-id=\"105d6ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-744705f elementor-widget elementor-widget-text-editor\" data-id=\"744705f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>&nbsp;<\/p>\n<p><!-- wp:separator --><\/p>\n<hr \/>\n<p><br \/><a id=\"IPM\" class=\"anchor\"><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><!-- \/wp:separator --><\/p>\n<h4><strong>\u00bfQu\u00e9 es Miner\u00eda de Procesos Interactiva?<\/strong><\/h4>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e877da0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e877da0\" data-element_type=\"section\" data-e-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-50 elementor-top-column elementor-element elementor-element-3879ca9\" data-id=\"3879ca9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab40e4f elementor-widget elementor-widget-text-editor\" data-id=\"ab40e4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>Cada vez hay m\u00e1s sistemas inteligentes que puedan extraer informaci\u00f3n sobre c\u00f3mo se proporciona a los pacientes servicios de salud.<\/li>\n<li>Sin embargo, estos sistemas suelen ser cajas negras para los profesionales que tienen que confiar ciegamente en los resultados que ofrecen sin tener idea de por qu\u00e9 toman esas decisiones.<\/li>\n<li>La propuesta de PATHWAYS se basa en la aplicaci\u00f3n de modelos interactivos. Estos son sistemas inteligentes que se centran en la producci\u00f3n de modelos comprensibles por profesionales sanitarios.\u00a0<\/li>\n<\/ul>\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ab459e7\" data-id=\"ab459e7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9529472 elementor-widget elementor-widget-text-editor\" data-id=\"9529472\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>Dentro de estos modelos, proponemos el uso de t\u00e9cnicas de miner\u00eda de procesos, que son capaces de mostrar el proceso que el paciente sigue de una manera comprensible e interactiva.<\/li>\n<li>De esta manera, se pretende que el experto pueda incorporar su experiencia para comprender, evaluar y optimizar los procesos de atenci\u00f3n que se aplican a los pacientes.<\/li>\n<li>En esta l\u00ednea, se presenta la aplicaci\u00f3n de miner\u00eda de procesos interactiva en el campo de la salud como PMApp.<\/li>\n<\/ul>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf9a384 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf9a384\" data-element_type=\"section\" data-e-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-155d7ec\" data-id=\"155d7ec\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-af2b76e elementor-widget elementor-widget-text-editor\" data-id=\"af2b76e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><!-- wp:separator --><\/p>\n<div>Esta herramienta se ha probado en numerosos centros de salud en todo el mundo y en diferentes campos, como obesidad, diabetes, procedimientos quir\u00fargicos, urgencias, accidentes cerebrovasculares, demencia &#8230; entre muchos otros, con resultados muy prometedores.<\/div>\n<div>\u00a0<\/div>\n<div>El objetivo de este seminario es exponer las posibilidades de la miner\u00eda de procesos interactivos para su aplicaci\u00f3n en el entorno sanitario a fin de comprender los procesos que enferman a las personas y analizar, evaluar y medir el impacto de las pol\u00edticas y tratamientos de salud. Aplicar en el paciente desde el punto de vista de la medicina basada en valores.<br \/><br \/><\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-431 size-full\" src=\"https:\/\/www.pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm.png\" alt=\"\" width=\"1030\" height=\"686\" srcset=\"https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm.png 1030w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-300x200.png 300w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-768x512.png 768w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-1024x682.png 1024w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-830x553.png 830w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-230x153.png 230w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-350x233.png 350w, https:\/\/pathwayseit.eu\/wp-content\/uploads\/2019\/05\/ipm-480x320.png 480w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/div>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5dec6f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5dec6f9\" data-element_type=\"section\" data-e-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-1c0ca6f\" data-id=\"1c0ca6f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-730af06 elementor-widget elementor-widget-text-editor\" data-id=\"730af06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>&nbsp;<\/p>\n<p><!-- wp:separator --><\/p>\n<hr \/><p><br \/><a id=\"cases\" class=\"anchor\"><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><!-- \/wp:separator --><\/p>\n<h4>Casos de \u00e9xito<\/h4>\n<p>Muy pronto&#8230;<\/p>\n<p><!-- wp:separator --><\/p>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1fea318 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fea318\" data-element_type=\"section\" data-e-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-58974a7\" data-id=\"58974a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1eccd06 elementor-widget elementor-widget-text-editor\" data-id=\"1eccd06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>&nbsp;<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: left;\">Publicaciones<\/h4>\n<p><br \/><a id=\"Pubs\" class=\"anchor\"><\/a><\/p>\n<ul style=\"font-size: 15px;\">\n<li>Martinez-Millana, A. Lizondo, R. Gatta, S. Vera, V. T. Salcedo, and C. Fernandez-Llatas,\u00a0Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process,\u00a0<em>International Journal of Environmental Research and Public Health<\/em>, vol. 16, no. 2, p. 199, Jan. 2019.<\/li>\n<li>Fernandez-Llatas, G. Ibanez-Sanchez, A. Celda, J. Mandingorra, L. Aparici-Tortajada, A. Martinez-Millana, J. Munoz-Gama, M. Sep\u00falveda, E. Rojas, V. G\u00e1lvez, D. Capurro, and V. Traver,\u00a0Analyzing Medical Emergency Processes with Process Mining: The Stroke Case, in\u00a0<em>Business Process Management Workshops<\/em>, Cham, 2019, pp. 214\u2013225.<\/li>\n<li>Dogan, J.-L. Bayo-Monton, C. Fernandez-Llatas, and B. Oztaysi,\u00a0Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application,\u00a0<em>Sensors<\/em>, vol. 19, no. 3, 2019.<\/li>\n<li>Conca, C. Saint-Pierre, V. Herskovic, M. Sep\u00falveda, D. Capurro, F. Prieto, and C. Fernandez-Llatas,\u00a0Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining,\u00a0<em>Journal of medical Internet research<\/em>, vol. 20, no. 4, 2018.<\/li>\n<li>Fernandez-Llatas, E. Mont\u00f3n, J. Rovira, S. Vera, and V. Traver,\u00a0Mineria de procesos interactiva: Aproximando el Big Data a la practica clinica,\u00a0<em>I+ S: inform\u00e1tica y salud<\/em>, no. 124, pp. 44\u201350, 2017.<\/li>\n<li>Rojas, C. Fern\u00e1ndez-Llatas, V. Traver, J. Munoz-Gama, M. Sep\u00falveda, V. Herskovic, and D. Capurro,\u00a0PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room, in\u00a0<em>15th International Conference on Business Process Management (BPM 2017)<\/em>, 2017.<\/li>\n<li>Gatta, J. Lenkowicz, M. Vallati, E. Rojas, A. Damiani, L. Sacchi, B. De Bari, A. Dagliati, C. Fernandez-Llatas, M. Montesi, and others,\u00a0pMineR: An Innovative R Library for Performing Process Mining in Medicine, in\u00a0<em>Proceedings of the Conference on Artificial Intelligence in Medicine (AIME 2017)<\/em>, Springer, 2017.<\/li>\n<li>Rojas, M. Sep\u00falveda, J. Munoz-Gama, D. Capurro, V. Traver, and C. Fernandez-Llatas,\u00a0Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining,\u00a0<em>Applied Sciences<\/em>, vol. 7, no. 3, p. 302, 2017.<\/li>\n<li>Fernandez-Llatas, J. L. Bayo, A. Martinez-Romero, J. M. Benedi, and V. Traver,\u00a0Interactive Pattern Recognition in Cardiovascular Diseases Management. A Process Mining Approach, in\u00a0<em>Proceedings of the IEEE International Conference on Biomedical and Health Informatics 2016<\/em>, las Vegas, EEUU, 2016.<\/li>\n<li>Fernandez-Llatas, A. Lizondo, E. Monton, J.-M. Benedi, and V. Traver,\u00a0Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems,\u00a0<em>Sensors<\/em>, vol. 15, no. 12, pp. 29821\u201329840, Nov. 2015.<\/li>\n<li>Fernandez-Llatas, B. Valdivieso, V. Traver, and J. M. Benedi,\u00a0Using Process Mining for Automatic Support of Clinical Pathways Design, in\u00a0<em>Data Mining in Clinical Medicine<\/em>, no. 1246, C. Fern\u00e1ndez-Llatas and J. M. Garc\u00eda-G\u00f3mez, Eds. Springer New York, 2015, pp. 79\u201388.<\/li>\n<li>Fernandez-Llatas, A. Martinez-Millana, A. Martinez-Romero, J. M. Benedi, and V. Traver,\u00a0Diabetes care related process modelling using Process Miningtechniques. Lessons learned in the application of InteractivePattern Recognition: coping with the Spaghetti Effect, in\u00a0<em>2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)<\/em>, 2015, pp. 2127\u20132130.<\/li>\n<li>Fernandez-Llatas, L. Sacchi, J. M. Bened\u00ed, A. Dagliati, V. Traver, and R. Bellazzi,\u00a0Temporal Abstractions to Enrich Activity-Based Process Mining Corpus with Clinical Time Series, in\u00a0<em>Proceedings of the International conference on Biomedical and HealthInformatics (BHI2014)<\/em>, 2014.<\/li>\n<li>Fern\u00e1ndez-Llatas, J.-M. Benedi, J. M. Garc\u00eda-G\u00f3mez, and V. Traver,\u00a0Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes,\u00a0<em>Sensors<\/em>, vol. 13, no. 11, pp. 15434\u201315451, 2013.<\/li>\n<li>Fern\u00e1ndez-Llatas, T. Meneu, V. Traver, and J.-M. Benedi,\u00a0Applying Evidence-Based Medicine in Telehealth: An Interactive Pattern Recognition Approximation,\u00a0<em>International Journal of Environmental Research and Public Health<\/em>, vol. 10, no. 11, pp. 5671\u20135682, 2013.<\/li>\n<\/ul>\n<p><!-- wp:separator --><\/p>\n<hr \/>\n<p><!-- \/wp:separator --><\/p>\n<h4>\u00a0<\/h4>\n<p><!-- \/wp:separator --><\/p>\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00bfQu\u00e9 es Miner\u00eda de Procesos Interactiva? Casos de \u00e9xito \u00a0 Publicaciones &nbsp; &nbsp; \u00bfQu\u00e9 es Miner\u00eda de Procesos Interactiva? Cada vez hay [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page_front-page.php","meta":{"footnotes":""},"class_list":["post-620","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/pages\/620","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/comments?post=620"}],"version-history":[{"count":19,"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/pages\/620\/revisions"}],"predecessor-version":[{"id":688,"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/pages\/620\/revisions\/688"}],"wp:attachment":[{"href":"https:\/\/pathwayseit.eu\/es\/wp-json\/wp\/v2\/media?parent=620"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}