{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T04:56:55Z","timestamp":1769230615980,"version":"3.49.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032090652","type":"print"},{"value":"9783032090669","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-09066-9_28","type":"book-chapter","created":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T23:51:55Z","timestamp":1769212315000},"page":"407-420","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Detection of\u00a0Gait Alterations Using Mobile Device Sensors and\u00a0Machine Learning"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5503-2251","authenticated-orcid":false,"given":"Emanuel","family":"Saldana-Perez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8420-3520","authenticated-orcid":false,"given":"Giovanni","family":"Guzm\u00e1n","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4454-8791","authenticated-orcid":false,"given":"Rolando","family":"Quintero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,25]]},"reference":[{"key":"28_CR1","doi-asserted-by":"publisher","unstructured":"Abiad, N.A., Kone, Y., Renaudin, V., Robert, T.: SMARTphone inertial sensors based STEP detection driven by human gait learning. IEEE, pp.\u00a01\u20138 (2021). https:\/\/doi.org\/10.1109\/ipin51156.2021.9662513","DOI":"10.1109\/ipin51156.2021.9662513"},{"key":"28_CR2","doi-asserted-by":"publisher","unstructured":"Brognara, L.: Gait assessment using smartphone applications in older adults: a scoping review. Geriatrics 9(4), 95 (2024). https:\/\/doi.org\/10.3390\/geriatrics9040095","DOI":"10.3390\/geriatrics9040095"},{"key":"28_CR3","doi-asserted-by":"publisher","unstructured":"Castillo, B., Riascos, C., Franco, J.M., Marulanda, J., Thomson, P.: Assessing spatiotemporal behavior of human gait: a comparative study between low-cost smartphone-based Mocap and OptiTrack systems. Exp. Tech. (2024). https:\/\/doi.org\/10.1007\/s40799-024-00716-x","DOI":"10.1007\/s40799-024-00716-x"},{"issue":"9","key":"28_CR4","doi-asserted-by":"publisher","first-page":"5286","DOI":"10.3390\/su14095286","volume":"14","author":"F Degavre","year":"2022","unstructured":"Degavre, F., Kieffer, S., Bol, D., Dekimpe, R., Desterbecq, C., Pirson, T., Sandu, G., Tubeuf, S.: Searching for sustainability in health systems: toward a multidisciplinary evaluation of mobile health innovations. Sustainability 14(9), 5286 (2022)","journal-title":"Sustainability"},{"key":"28_CR5","unstructured":"Diario Oficial de la Federaci\u00f3n: https:\/\/www.dof.gob.mx\/nota_detalle_popup.php?codigo=5616097, [Accessed 02-06-2025]"},{"issue":"2","key":"28_CR6","doi-asserted-by":"publisher","first-page":"68","DOI":"10.3390\/challe13020068","volume":"13","author":"D Duindam","year":"2022","unstructured":"Duindam, D.: Transitioning to sustainable healthcare: decarbonising healthcare clinics, a literature review. Challenges 13(2), 68 (2022)","journal-title":"Challenges"},{"issue":"18","key":"28_CR7","doi-asserted-by":"publisher","first-page":"13493","DOI":"10.3390\/su151813493","volume":"15","author":"Z Fan","year":"2023","unstructured":"Fan, Z., Yan, Z., Wen, S.: Deep learning and artificial intelligence in sustainability: a review of sdgs, renewable energy, and environmental health. Sustainability 15(18), 13493 (2023)","journal-title":"Sustainability"},{"key":"28_CR8","doi-asserted-by":"crossref","unstructured":"Gagliardi, A.R., Albergo, F.: Reducing medical errors via data mining techniques: a structured literature review and future research agenda. In: The International Research & Innovation Forum, pp. 723\u2013736. Springer (2023)","DOI":"10.1007\/978-3-031-44721-1_55"},{"issue":"9","key":"28_CR9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0105040","volume":"9","author":"\u00c5 Holmner","year":"2014","unstructured":"Holmner, \u00c5., Ebi, K.L., Lazuardi, L., Nilsson, M.: Carbon footprint of telemedicine solutions-unexplored opportunity for reducing carbon emissions in the health sector. PLoS ONE 9(9), e105040 (2014)","journal-title":"PLoS ONE"},{"issue":"4","key":"28_CR10","first-page":"649","volume":"16","author":"M Hussain","year":"2022","unstructured":"Hussain, M., Ahmad, S.Z., Visvizi, A.: Government regulation and organizational effectiveness in the health-care supply chain. Transform. Gov. People Process Policy 16(4), 649\u2013662 (2022)","journal-title":"Transform. Gov. People Process Policy"},{"key":"28_CR11","unstructured":"INEGI: Tabulados Interactivos Gen\u00e9ricos (2025). https:\/\/www.inegi.org.mx\/app\/tabulados\/interactivos\/?pxq=Derechohabiencia_Derechohabiencia_02_822ebcc5-ef41-40c1-9901-22e397025c64, [Accessed 02-06-2025]"},{"key":"28_CR12","unstructured":"Nogueras, A.M., Arenillas, J.L.C., Rodr\u00edguez, J.O., Iglesias, F.J.B., S\u00e1nchez, C.S.: Fases de la marcha humana| revista iberoamericana de fisioterapia y kinesiolog\u00eda (1999)"},{"key":"28_CR13","unstructured":"Organizaci\u00f3n Mundial de la Salud (OMS): Cambio clim\u00e1tico y salud (2024). https:\/\/www.who.int\/es\/news-room\/fact-sheets\/detail\/climate-change-and-health, [Accessed 07-03-2025]"},{"key":"28_CR14","unstructured":"Organizaci\u00f3n Mundial de la Salud (OMS): Desechos de la atenci\u00f3n de salud (2024). https:\/\/www.who.int\/es\/news-room\/fact-sheets\/detail\/health-care-waste, [Accessed 07-03-2025]"},{"key":"28_CR15","unstructured":"Organizaci\u00f3n Mundial de la Salud (OMS): Salud por el Clima: Llamado a la acci\u00f3n para lograr sistemas de salud resilientes y bajos en carbono (2024). https:\/\/www.who.int\/initiatives\/cop26-health-programme, [Accessed 07-03-2025]"},{"key":"28_CR16","unstructured":"Salda\u00f1a, J.: T\u00e9cnicas de inteligencia artificial aplicada al estudio de alteraciones en la marcha. Tesis de maestr\u00eda, Centro de Investigaci\u00f3n en Computaci\u00f3n - Instituto Polit\u00e9cnico Nacional (2025)"},{"key":"28_CR17","doi-asserted-by":"publisher","unstructured":"Shahar, R.T., Agmon, M.: Gait analysis using accelerometry data from a single smartphone: agreement and consistency between a smartphone application and gold-standard gait analysis system. Sensors 21(22), 7497 (2021). https:\/\/doi.org\/10.3390\/s21227497","DOI":"10.3390\/s21227497"},{"key":"28_CR18","doi-asserted-by":"publisher","unstructured":"Talha, M., Soomro, H.A., Naeem, N., Ali, E., Kyrarini, M.: Human identification using a smartphone motion sensor and gait analysis. Digital Library, pp. 197\u2013202 (2022). https:\/\/doi.org\/10.1145\/3529190.3529199","DOI":"10.1145\/3529190.3529199"}],"container-title":["Springer Proceedings in Complexity","Research and Innovation Forum 2025 Volume 1"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-09066-9_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T23:51:57Z","timestamp":1769212317000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-09066-9_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032090652","9783032090669"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-09066-9_28","relation":{},"ISSN":["2213-8684","2213-8692"],"issn-type":[{"value":"2213-8684","type":"print"},{"value":"2213-8692","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"25 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"RIIFORUM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The International Research & Innovation Forum","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Barcelona","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"riiforum2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/rii-forum.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}