{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T07:55:07Z","timestamp":1778658907691,"version":"3.51.4"},"publisher-location":"Basel Switzerland","reference-count":37,"publisher":"MDPI","license":[{"start":{"date-parts":[[2019,11,21]],"date-time":"2019-11-21T00:00:00Z","timestamp":1574294400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.3390\/proceedings2019031079","type":"proceedings-article","created":{"date-parts":[[2019,11,22]],"date-time":"2019-11-22T02:49:27Z","timestamp":1574390967000},"page":"79","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors"],"prefix":"10.3390","author":[{"given":"Edna Bernal","family":"Monroy","sequence":"first","affiliation":[{"name":"Universidad Nacional Abierta y a Distancia Cl, 14 Sur 23, 111931 Bogot\u00e1, Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel Zafra","family":"Romero","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1118-7782","authenticated-orcid":false,"given":"Macarena Espinilla","family":"Est\u00e9vez","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1870-0203","authenticated-orcid":false,"given":"Federico","family":"Cruciani","sequence":"additional","affiliation":[{"name":"School of Computing, Ulster University, Newtownabbey BT37 0QB, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2368-7354","authenticated-orcid":false,"given":"Ian","family":"Cleland","sequence":"additional","affiliation":[{"name":"School of Computing, Ulster University, Newtownabbey BT37 0QB, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0882-7902","authenticated-orcid":false,"given":"Chris","family":"Nugent","sequence":"additional","affiliation":[{"name":"School of Computing, Ulster University, Newtownabbey BT37 0QB, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8577-8772","authenticated-orcid":false,"given":"Javier","family":"Medina-Quero","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2019,11,21]]},"reference":[{"key":"ref_1","unstructured":"Ministerio de Salud y de la Protecci\u00f3n Social (2007). Herramientas Para Promover la Estrategia de la Seguridad del Paciente en el Sistema Obligatorio de Garant\u00eda de Calidad de la Atenci\u00f3n en Salud."},{"key":"ref_2","unstructured":"Vanderwee, K. (2006). Pressure Ulcer Prevention and Repositioning. Science and Practice of Pressure Ulcer Management, Springer."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Gillespie, B.M., Chaboyer, W.P., McInnes, E., Kent, B., Whitty, J.A., and Thalib, L. (2014). Repositioning for pressure ulcer prevention in adults. Cochrane Database Syst Rev.","DOI":"10.1002\/14651858.CD009958.pub2"},{"key":"ref_4","first-page":"371","article-title":"Decubitus ulcers: Pathophysiology and primary prevention","volume":"107","author":"Anders","year":"2010","journal-title":"Deutsches \u00c4rztebl. Int."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"162","DOI":"10.4321\/S1134-928X2014000400006","article-title":"Epidemiolog\u00eda de las \u00falceras por presi\u00f3n en Espa\u00f1a en 2013: 4.\u00ba Estudio Nacional de Prevalencia","volume":"25","author":"Soriano","year":"2014","journal-title":"Gerokomos"},{"key":"ref_6","unstructured":"Undesa (2006). Population Ageing 2006."},{"key":"ref_7","first-page":"340","article-title":"A care bundle for pressure ulcer treatment in intensive care units","volume":"2","author":"Zuo","year":"2015","journal-title":"Int. J. Nurs. Sci."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1097\/WON.0b013e3182435409","article-title":"Peer-to-Peer Nursing Rounds and Hospital-Acquired Pressure Ulcer Prevalence in a Surgical Intensive Care Unit","volume":"39","author":"Dare","year":"2012","journal-title":"J. Wound Ostomy Cont. Nurs."},{"key":"ref_9","first-page":"22","article-title":"Prevalence of pressure ulcers in Canadian healthcare settings","volume":"50","author":"Gail","year":"2004","journal-title":"Ostomy Wound Manag."},{"key":"ref_10","first-page":"13","article-title":"Prevalencia de \u00falceras por presi\u00f3n en pacientes atendidos en el Instituto Nacional de Cardiolog\u00eda Ignacio Ch\u00e1vez","volume":"18","author":"Flores","year":"2010","journal-title":"Rev. Mex. Enferm. Cardiol."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1590\/S0104-11692012000200016","article-title":"The incidence of pressure ulcers after the implementation of a prevention protocol","volume":"20","author":"Rogenski","year":"2012","journal-title":"Rev. Lat. Am. Enferm."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1007\/BF03324789","article-title":"Pressure ulcer prevalence rates from 2002 to 2008 in German long-term care facilities","volume":"22","author":"Kottner","year":"2010","journal-title":"Aging Clin. Exp. Res."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1093\/intqhc\/mzh034","article-title":"A pressure ulcer audit and feedback project across multi-hospital settings in the Netherlands","volume":"16","author":"Bours","year":"2004","journal-title":"Int. J. Qual. Health Care"},{"key":"ref_14","unstructured":"Agreda, J.J.S., i Bou, J.E.T., and Soriano, J.V. (2007). Una aproximaci\u00f3n al impacto del coste del tratamiento de las \u00falceras por presi\u00f3n en Espa\u00f1a. Epidemiolog\u00eda, Coste y Repercusiones Legales de las \u00dalceras por Presi\u00f3n en Espa\u00f1a A\u00f1os 2005\u20132006, Smith & Nephew."},{"key":"ref_15","unstructured":"Bautista, I., and Bocanegra, L. (2009). Prevalencia y Factores Asociados de las \u00dalceras Por Presi\u00f3n en Pacientes Hospitalizados en los Servicios de Medicina Interna, Neurolog\u00eda y Unidad de Cuidados Intensivos de una Instituci\u00f3n Prestadora de Servicios de Salud de III Nivel de la Ciudad de Bogot\u00e1 en el A\u00f1o 2009. [Bachelor\u2019s Thesis, Universidad Javeriana]."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.regg.2014.07.007","article-title":"Evaluaci\u00f3n e impacto del uso de las tecnolog\u00edas de la informaci\u00f3n y comunicaci\u00f3n para la gesti\u00f3n cl\u00ednica y seguimiento compartido y consensuado de las \u00falceras por presi\u00f3n","volume":"50","author":"Arrieta","year":"2015","journal-title":"Rev. Esp. Geriatr. Gerontol."},{"key":"ref_17","unstructured":"Kress, D.W. (1985). Pressure Sensing Device and Method for Preventing Ulcer Formation. (No. 4,554,930), U.S. Patent."},{"key":"ref_18","unstructured":"Rosser, J., and Scott, G.U.S. (2005). Device for the Prevention or Treatment of Ulcers. (Patent Application No. 10\/861,701)."},{"key":"ref_19","unstructured":"Kaikenger, P., Williamson, R.L., Ventrola, T.S., Tallent, D.R., Leigh, S.C.I., and Stebbins, K.L. (2018). Pressure Ulcer Prevention with Wearable Monitoring. (Patent Application No. 15\/822,532)."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/MCE.2017.2755378","article-title":"Everything you wanted to know about smart health care: Evaluating the different technologies and components of the Internet of Things for better health","volume":"7","author":"Sundaravadivel","year":"2007","journal-title":"IEEE Consum. Electron. Mag."},{"key":"ref_21","unstructured":"Aguag\u00fci\u00f1a, H. (2018). Sistema Electr\u00f3nico Para Asistir A Pacientes en Proceso de Rehabilitaci\u00f3n de \u00dalceras Por Presi\u00f3n, Universidad T\u00e9cnica de Ambato, Facultad de Ingenier\u00eda en Sistemas, Electr\u00f3nica e Industrial, Carrera de Ingenier\u00eda en Electr\u00f3nica y Comunicaciones."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Dresch, T., Beatriz, S., Dias, F., Lima, E., Heck, T., and Portella, G. (2016). Measurement of the area of venous ulcers using two software programs. Rev. Latino Am. Enferm., 24.","DOI":"10.1590\/1518-8345.1673.2862"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.regg.2014.07.007","article-title":"Evaluaci\u00f3n e impacto del uso de las tecnolog\u00edas de la informaci\u00f3n y comunicaci\u00f3n para la gesti\u00f3n cl\u00ednica y seguimiento compartido y consensuado de las \u00falceras por presi\u00f3n","volume":"50","author":"Arrieta","year":"2015","journal-title":"Rev. Esp. Geriatr. Gerontol."},{"key":"ref_24","unstructured":"(2019, April 07). Ortopedia Moverte, Reloj Control Cambios Posturales, Referencia 3948. Available online: https:\/\/www.moverte.com\/equipamiento-sociosanitario\/3948-reloj-control-cambios-posturales.html."},{"key":"ref_25","unstructured":"Herrero, L., and Sanju\u00e1n, A. (2015). Las Superficies Especiales de Manejo de Presi\u00f3n en la Prevenci\u00f3n y Tratamiento las \u00dalceras por Presi\u00f3n. [Bachelor\u2019s Thesis, Universidad de Alicante]."},{"key":"ref_26","unstructured":"GNEAUPP Grupo Nacional Para el Estudio y Asesoramiento en \u00dalceras Por Presi\u00f3n y Heridas Cr\u00f3nicas (2019, April 07). Software y Apps. Available online: https:\/\/gneaupp.info\/seccion\/software-y-apps\/."},{"key":"ref_27","unstructured":"(2019, March 10). Smart UPP, Sistema Integrado para la Prevenci\u00f3n de \u00dalceras por Presi\u00f3n, Sociedad para el Desarrollo Regional de Cantabria, Gobierno de Cantabria, I+C=+C, GNEAUPP. Available online: https:\/\/www.smartupp.es\/."},{"key":"ref_28","unstructured":"(2019, March 20). Helcos, La APP Sistema Integrado para el Manejo de Heridas (HELCOS), 2017 GNEAUPP\u2014Fundaci\u00f3n Sergio Juan Jord\u00e1n. Available online: https:\/\/helcos.net\/users\/login."},{"key":"ref_29","unstructured":"(2019, March 05). Gonz\u00e1lez-Consuegra, 2 Caring for the Skin through a Weblog 2015, Universidad Javeriana de Colombia. Available online: https:\/\/integridaddelostejidosun.wordpress.com\/."},{"key":"ref_30","unstructured":"Casals, M., and Eficiencia de Una Consulta de Tele\u00falceras en Una Unidad De Heridas Complejas en el Tratamiento de \u00dalceras de Extremidad Inferior (2019, April 20). Universidad de Cantabria. Available online: http:\/\/hdl.handle.net\/10902\/14385."},{"key":"ref_31","unstructured":"Castanedo, C., and Zamanillo, J.M. (2009). Uso de las TICs Para la Docencia Sobre Heridas Cr\u00f3nicas en Enfermer\u00eda, Dpto. de Enfermer\u00eda Universidad de Cantabria, Escuela Universitaria de Enfermer\u00eda \u201cCasa de Salud Valdecilla\u201d."},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Ord\u00f3\u00f1ez, F.J., and Roggen, D. (2016). Deep convolutional and lstm recurrent neural networks for multimodal wearable activity recognition. Sensors, 16.","DOI":"10.3390\/s16010115"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","article-title":"The WEKA data mining software: An update","volume":"11","author":"Hall","year":"2009","journal-title":"ACM SIGKDD Explor. Newslett."},{"key":"ref_34","first-page":"27","article-title":"LIBSVM: A library for support vector machines","volume":"2","author":"Chang","year":"2011","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"key":"ref_35","first-page":"1","article-title":"A new approach based on temporal sub-windows for online sensor-based activity recognition","volume":"19","author":"Espinilla","year":"2018","journal-title":"J. Ambient Intell. Humaniz. Comput."},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Espinilla, M., Medina, J., Salguero, A., Irvine, N., Donnelly, M., Cleland, I., and Nugent, C. (2018, January 4\u20137). Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities? In Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic. No. 19.","DOI":"10.3390\/proceedings2191242"},{"key":"ref_37","unstructured":"Beck, J., Garcia, M., Zhong, M., Georgiopoulos, M., and Anagnostopoulos, G. (2008, January 15\u201317). A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5\u2019s Performance. Proceedings of the Twenty-First International FLAIRS Conference, Orlando, FL, USA."}],"event":{"name":"The International Conference on Ubiquitous Computing and Ambient \u202aIntelligence","acronym":"UCAmI 2019"},"container-title":["13th International Conference on Ubiquitous Computing and Ambient \u202aIntelligence UCAmI 2019\u202c"],"original-title":[],"link":[{"URL":"https:\/\/www.mdpi.com\/2504-3900\/31\/1\/79\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T13:36:14Z","timestamp":1760189774000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2504-3900\/31\/1\/79"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,21]]},"references-count":37,"alternative-id":["proceedings2019031079"],"URL":"https:\/\/doi.org\/10.3390\/proceedings2019031079","relation":{},"subject":[],"published":{"date-parts":[[2019,11,21]]}}}