{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T11:56:02Z","timestamp":1790682962585,"version":"4.1.0"},"reference-count":37,"publisher":"Canadian Science Publishing","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.nrcresearchpress.com\/page\/about\/CorporateTextAndDataMining"}],"content-domain":{"domain":["cdnsciencepub.com"],"crossmark-restriction":false},"short-container-title":["Can. J. Physiol. Pharmacol."],"published-print":{"date-parts":[[2026,1,1]]},"abstract":"<jats:p>The recent rapid growth of wearable biometric technologies has enabled the continuous acquisition of physiological data. Clinicians now have access to a vast amount of data collected during their patients\u2019 daily lives. Coupled with advances in edge and cloud artificial intelligence (AI), this information has expanded opportunities for early diagnosis, risk stratification, and personalized medicine. Continuous monitoring captures circadian and long-term physiological patterns that were previously missed, while AI models increasingly leverage this multimodal data. With thoughtful and deliberate attention to relevance of the data, prediction targets, and regulatory oversight, wearable technologies coupled with AI have the potential to redefine individualized and population level care.<\/jats:p>","DOI":"10.1139\/cjpp-2026-0011","type":"journal-article","created":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T11:00:26Z","timestamp":1790679626000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1139\/csp-crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["The era of continuous data is now: wearables and artificial intelligence"],"prefix":"10.1139","volume":"104","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7515-4763","authenticated-orcid":false,"given":"Anthony G.","family":"Pompa","sequence":"first","affiliation":[{"name":"Division of Pediatric Cardiology, Washington University School of Medicine","place":["St. Louis, USA"]},{"name":"St. Louis Children's Hospital","place":["St. Louis, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7458-1264","authenticated-orcid":false,"given":"Na Le","family":"Dang","sequence":"additional","affiliation":[{"name":"Division of Pediatric Cardiology, Washington University School of Medicine","place":["St. Louis, USA"]},{"name":"St. Louis Children's Hospital","place":["St. Louis, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jennifer N.","family":"Avari Silva","sequence":"additional","affiliation":[{"name":"Division of Pediatric Cardiology, Washington University School of Medicine","place":["St. Louis, USA"]},{"name":"St. Louis Children's Hospital","place":["St. Louis, USA"]},{"name":"Department of Biomedical Engineering, Washington University McKelvey School of Engineering","place":["St. Louis, USA"]},{"name":"Sentiar, Inc.","place":["St. Louis, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"155","reference":[{"key":"refg1\/ref1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13010159"},{"key":"refg2\/ref2","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/28\/3\/R01"},{"key":"refg3\/ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-85089-2"},{"key":"refg4\/ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(22)00230-8"},{"key":"refg5\/ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s43856-024-00717-2"},{"key":"refg6\/ref6","doi-asserted-by":"publisher","DOI":"10.4103\/jpcc.jpcc_60_24"},{"key":"refg7\/ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2021.05.012"},{"key":"refg8\/ref8","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCEP.121.010190"},{"key":"refg9\/ref9","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1010666108"},{"key":"refg10\/ref10","volume-title":"Etiometry platform website","author":"Etiometry","year":"2026"},{"key":"refg11\/ref11","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCHEARTFAILURE.122.010012"},{"key":"refg12\/ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cardfail.2024.08.050"},{"key":"refg13\/ref13","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCOUTCOMES.122.009277"},{"key":"refg14\/ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s12890-025-03881-w"},{"key":"refg15\/ref15","doi-asserted-by":"publisher","DOI":"10.1111\/jce.15595"},{"key":"refg16\/ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02020-6"},{"key":"refg17\/ref17","doi-asserted-by":"publisher","DOI":"10.1161\/HYPERTENSIONAHA.122.19685"},{"key":"refg18\/ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajp.2022.103263"},{"key":"refg19\/ref19","doi-asserted-by":"publisher","DOI":"10.1109\/PuneCon63413.2024.10895444"},{"key":"refg20\/ref20","doi-asserted-by":"publisher","DOI":"10.21203\/rs.3.rs-3848514\/v1"},{"key":"refg21\/ref21","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehaf367"},{"key":"refg22\/ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41431-025-01787-z"},{"key":"refg23\/ref23","doi-asserted-by":"publisher","DOI":"10.2196\/12770"},{"key":"refg24\/ref24","doi-asserted-by":"publisher","DOI":"10.1038\/s41390-024-03573-x"},{"key":"refg25\/ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISBB.2015.7344952"},{"key":"refg26\/ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2020.109410"},{"key":"refg27\/ref27","doi-asserted-by":"publisher","DOI":"10.1159\/000540547"},{"key":"refg28\/ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ahj.2025.107288"},{"key":"refg29\/ref29","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202417625"},{"key":"refg30\/ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s44325-025-00071-9"},{"key":"refg31\/ref31","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0253988"},{"key":"refg32\/ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3193117"},{"key":"refg33\/ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41378-023-00590-4"},{"key":"refg34\/ref34","doi-asserted-by":"publisher","DOI":"10.1093\/ehjdh\/ztae098"},{"key":"refg35\/ref35","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCEP.124.013355"},{"key":"refg36\/ref36","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-21095-6"},{"key":"refg37\/ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s44184-025-00164-4"}],"container-title":["Canadian Journal of Physiology and Pharmacology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/cdnsciencepub.com\/doi\/full-xml\/10.1139\/cjpp-2026-0011","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/cdnsciencepub.com\/doi\/pdf\/10.1139\/cjpp-2026-0011","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T11:00:27Z","timestamp":1790679627000},"score":1,"resource":{"primary":{"URL":"https:\/\/cdnsciencepub.com\/doi\/10.1139\/cjpp-2026-0011"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,1]]},"references-count":37,"alternative-id":["10.1139\/cjpp-2026-0011"],"URL":"https:\/\/doi.org\/10.1139\/cjpp-2026-0011","relation":{},"ISSN":["0008-4212","1205-7541"],"issn-type":[{"value":"0008-4212","type":"print"},{"value":"1205-7541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,1]]},"assertion":[{"value":"2026-09-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}