{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T13:00:13Z","timestamp":1649077213392},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,15]]},"abstract":"<jats:p>Current tests of disease status in Parkinson\u2019s disease suffer from high variability, limiting their ability to determine disease severity and prognosis. Event-related potentials, in conjunction with machine learning, may provide a more objective assessment. In this study, we will use event-related potentials to develop machine learning models, aiming to provide an objective way to assess disease status and predict disease progression in Parkinson\u2019s disease.<\/jats:p>","DOI":"10.3233\/shti210737","type":"book-chapter","created":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T09:59:53Z","timestamp":1639735193000},"source":"Crossref","is-referenced-by-count":0,"title":["The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson\u2019s Disease"],"prefix":"10.3233","author":[{"given":"Robin","family":"Vlieger","sequence":"first","affiliation":[{"name":"School of Computing, Australian National University, ANU, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Daskalaki","sequence":"additional","affiliation":[{"name":"School of Computing, Australian National University, ANU, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deborah","family":"Apthorp","sequence":"additional","affiliation":[{"name":"School of Computing, Australian National University, ANU, Australia"},{"name":"School of Psychology, University of New England, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian J","family":"Lueck","sequence":"additional","affiliation":[{"name":"ANU Medical School, ANU, Australia"},{"name":"Department of Neurology, Canberra Hospital, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanna","family":"Suominen","sequence":"additional","affiliation":[{"name":"School of Computing, Australian National University, ANU, Australia"},{"name":"Data61, Commonwealth Scientific and Industrial Research Organisation, Australia"},{"name":"Department of Computing, University of Turku, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Nurses and Midwives in the Digital Age"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI210737","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T09:59:55Z","timestamp":1639735195000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI210737"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,15]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti210737","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12,15]]}}}