{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T14:32:00Z","timestamp":1788877920256,"version":"build-2803163510"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Clinical Sleep Medicine"],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.5664\/jcsm.11534","type":"journal-article","created":{"date-parts":[[2025,1,3]],"date-time":"2025-01-03T14:00:23Z","timestamp":1735912823000},"page":"789-804","source":"Crossref","is-referenced-by-count":2,"title":["Context-aware analysis enhances autoscoring accuracy of home sleep apnea testing"],"prefix":"10.1007","volume":"21","author":[{"given":"Frederik","family":"Massie","sequence":"first","affiliation":[{"name":"Natural Interaction Lab, Department of Engineering, University of Oxford, Oxford, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven","family":"Vits","sequence":"additional","affiliation":[{"name":"Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Johan","family":"Verbraecken","sequence":"additional","affiliation":[{"name":"Department of Pulmonary Medicine and Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium"},{"name":"Research Group LEMP, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeroen","family":"Bergmann","sequence":"additional","affiliation":[{"name":"Natural Interaction Lab, Department of Engineering, University of Oxford, Oxford, United Kingdom"},{"name":"Department of Technology and Innovation, University of Southern Denmark, Odense, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/29.3.367"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.8278"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.3844"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200707-114MG"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1152\/jappl.1992.72.2.583"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11325-012-0689-z"},{"key":"e_1_3_2_8_2","volume-title":"The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications.","author":"Berry RB","year":"2020","unstructured":"Berry RB, Quan SF, Abreu AR, et\u00a0al ; for the American Academy of Sleep Medicine . The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications. Version 2.6 . Darien, IL : American Academy of Sleep Medicine ; 2020 .","edition":"2"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsaa168"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.7398"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86993-9_50"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1177\/2515245919898466"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-7-91"},{"key":"e_1_3_2_14_2","doi-asserted-by":"crossref","unstructured":"Koskim\u00e4ki H . Avoiding bias in classification accuracy - a case study for activity recognition . In: 2015 IEEE Symposium Series on Computational Intelligence. Piscataway NJ : IEEE ; 2015 : 301 \u2013 306 .","DOI":"10.1109\/SSCI.2015.52"},{"key":"e_1_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.2548"},{"key":"e_1_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsac028"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"e_1_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.1037\/1082-989X.1.1.30"},{"key":"e_1_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(86)90837-8"},{"key":"e_1_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1177\/096228029900800204"},{"key":"e_1_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.9744"},{"key":"e_1_3_2_22_2","doi-asserted-by":"crossref","first-page":"e078378","DOI":"10.1136\/bmj-2023-078378","article-title":"TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods","volume":"385","author":"Collins GS","year":"2024","unstructured":"Collins GS, Moons KGM, Dhiman P, et\u00a0al . TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods . BMJ. 2024 ; 385 : e078378 .","journal-title":"BMJ."},{"key":"e_1_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.7750"}],"container-title":["Journal of Clinical Sleep Medicine"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T09:06:14Z","timestamp":1770109574000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/article\/10.5664\/jcsm.11534"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":22,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2025,5]]}},"alternative-id":["10.5664\/jcsm.11534"],"URL":"https:\/\/doi.org\/10.5664\/jcsm.11534","relation":{},"ISSN":["1550-9389","1550-9397"],"issn-type":[{"value":"1550-9389","type":"print"},{"value":"1550-9397","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}