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The research highlights that data collected from one or numerous sensors is processed and accessible in a database server for various uses, such as informing professional careers or assisting users. The review suggests that robust and efficient driving healthcare monitoring with IoT and wearable devices applications can be designed considering the valuable principles presented in this review.<\/jats:p>","DOI":"10.1145\/3731595","type":"journal-article","created":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T11:29:37Z","timestamp":1746444577000},"page":"1-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review"],"prefix":"10.1145","volume":"57","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-3154-7937","authenticated-orcid":false,"given":"Jo\u00e3o","family":"Baiense","sequence":"first","affiliation":[{"name":"University of Beira Interior, Covilha, Portugal and Networks Architectures and Protocols, Instituto de Telecomunica\u00e7\u00f5es Lisboa, Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7664-0168","authenticated-orcid":false,"given":"Eftim","family":"Zdravevski","sequence":"additional","affiliation":[{"name":"Ss Cyril and Methodius University in Skopje, Skopje, North Macedonia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4383-0472","authenticated-orcid":false,"given":"Paulo","family":"Coelho","sequence":"additional","affiliation":[{"name":"Polytechnic Institute of Leiria, Leiria, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3394-6762","authenticated-orcid":false,"given":"Ivan Miguel","family":"Pires","sequence":"additional","affiliation":[{"name":"Escola Superior de Tecnologia e Gest\u00e3o de \u00c1gueda, Universidade de Aveiro, Aveiro, Portugal and Instituto de Telecomunica\u00e7\u00f5es, Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9680-123X","authenticated-orcid":false,"given":"Fernando J.","family":"Velez","sequence":"additional","affiliation":[{"name":"Departamento de Eletromec\u00e2nica, Universidade da Beira Interior, Covilh\u00e3, Portugal and Networks Architectures and Protocols, Instituto de Telecomunica\u00e7\u00f5es Lisboa, Lisbon, Portugal"}]}],"member":"320","published-online":{"date-parts":[[2025,6,11]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-019-06995-7"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s12530-021-09403-3"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70887-4_4"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/s42488-020-00027-x"},{"key":"e_1_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04047-1"},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12884-022-04863-0"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201806739"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-8896-5_4"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-816491-4.00001-2"},{"key":"e_1_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12877-021-02436-y"},{"key":"e_1_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-019-02165-6"},{"key":"e_1_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00216-021-03865-9"},{"key":"e_1_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-2416-3_16"},{"key":"e_1_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/LANMAN.2019.8846993"},{"key":"e_1_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59397-5_22"},{"key":"e_1_3_1_18_2","unstructured":"Md Shaedul Islam. 2018. 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