{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T18:07:14Z","timestamp":1770142034013,"version":"3.49.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,11]]},"DOI":"10.1109\/embc48229.2022.9871331","type":"proceedings-article","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:02:05Z","timestamp":1662667325000},"page":"2655-2658","source":"Crossref","is-referenced-by-count":3,"title":["Predicting the optimal therapeutic intervention for tinnitus patients using random forest regression: A preliminary study of UNITI's decision support system model"],"prefix":"10.1109","author":[{"given":"Konstantinos","family":"Bromis","sequence":"first","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michail","family":"Sarafidis","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ourania","family":"Manta","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Kouris","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eleftheria","family":"Vellidou","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Winfried","family":"Schlee","sequence":"additional","affiliation":[{"name":"University of Regensburg,Department of Psychiatry and Psychotherapy,Regensburg,Germany,93053"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitrios","family":"Koutsouris","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,Biomedical Engineering Laboratory,Athens,Greece,15772"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/jcm10132763"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.0697"},{"key":"ref12","first-page":"441","volume":"260","author":"schlee","year":"2021","journal-title":"Towards a unification of treatments and interventions for tinnitus patients The EU research and innovation action UNITI"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s13063-021-05835-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630137"},{"key":"ref15","volume":"51","author":"schlee","year":"2021","journal-title":"Using Big Data to Develop a Clinical Decision Support System for Tinnitus Treatment"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630482"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2019.02.017"},{"key":"ref18","author":"hallam","year":"2009","journal-title":"TQ Manual of the Tinnitus Questionnaire Revised and updated 2008 &#x201D; London"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1001\/archotol.1996.01890140029007"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-018-2264-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2015.08.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-016-9646-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/bjhp.12351"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2015.10.001"},{"key":"ref29","first-page":"471","volume":"61","author":"mun","year":"0","journal-title":"Predicting post-experiment fatigue among healthy young adults Randomforest regression analysis"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2020.101405"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1055\/S-0036-1572562"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/14992027.2016.1185168"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2019.00053"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2020.592878"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.lanepe.2021.100250"},{"key":"ref20","year":"0","journal-title":"WHOQOL - Measuring Quality of Life| The World Health Organization"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1046\/j.1525-1497.2001.016009606.x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1097\/AUD.0b013e31822f67c0"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1177\/1084713808319943"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(20)30460-8"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3978\/J.ISSN.2305-5839.2015.12.63"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1097\/MAO.0b013e31816569c4"}],"event":{"name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Glasgow, Scotland, United Kingdom","start":{"date-parts":[[2022,7,11]]},"end":{"date-parts":[[2022,7,15]]}},"container-title":["2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9870821\/9870822\/09871331.pdf?arnumber=9871331","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T20:59:42Z","timestamp":1664225982000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9871331\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,11]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/embc48229.2022.9871331","relation":{},"subject":[],"published":{"date-parts":[[2022,7,11]]}}}