{"id":545,"date":"2020-12-03T17:20:54","date_gmt":"2020-12-03T15:20:54","guid":{"rendered":"https:\/\/sites.uef.fi\/stag\/?page_id=545"},"modified":"2025-02-07T13:05:04","modified_gmt":"2025-02-07T11:05:04","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.uef.fi\/star\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p>10 latest publications from STAR group (PubMed):<\/p>\n\n\n<ul class=\"has-dates has-authors wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41843971\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Five-year longitudinal changes in oxygen saturation parameters in Obstructive Sleep Apnoea: Impact of age, body mass index, and comorbidities<\/a><\/div><time datetime=\"2026-03-17T13:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">March 17, 2026<\/time> <span class=\"wp-block-rss__item-author\">by Timothy P Howarth<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41581017\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices-A Pilot Study<\/a><\/div><time datetime=\"2026-01-25T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">January 25, 2026<\/time> <span class=\"wp-block-rss__item-author\">by Minna Pitk\u00e4nen<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41575173\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Association of major adverse cardiovascular events with the apnea-hypopnea index, desaturation severity parameters, and cardiac troponins in participants of the Akershus Sleep APnea (ASAP) cohort<\/a><\/div><time datetime=\"2026-01-23T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">January 23, 2026<\/time> <span class=\"wp-block-rss__item-author\">by Xin Feng<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41502786\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow<\/a><\/div><time datetime=\"2026-01-08T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">January 8, 2026<\/time> <span class=\"wp-block-rss__item-author\">by Veronica Barroso-Garcia<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41404297\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Temporally Continuous Automated Sleep-Wake Classification Using Deep Learning<\/a><\/div><time datetime=\"2025-12-17T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">December 17, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Pranavan Somaskandhan<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41352201\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Behavioral interventions as treatment for insomnia &#8211; A scoping review of randomized controlled trials<\/a><\/div><time datetime=\"2025-12-06T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">December 6, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Brad Hodge<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41324441\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Hypoxemia and arousals modulate cardiac responses to respiratory events in obstructive sleep apnea<\/a><\/div><time datetime=\"2025-12-01T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">December 1, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Serajeddin Ebrahimian<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/41203634\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>A novel mobile application to examine impaired vigilance through digital means<\/a><\/div><time datetime=\"2025-11-07T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">November 7, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Purbanka Pahari<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/40031834\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Optimal Electroencephalogram and Electrooculogram Signal Combination for Deep Learning-Based Sleep Staging<\/a><\/div><time datetime=\"2025-03-03T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">March 3, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Masoumeh Tashakori<\/span><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/pubmed.ncbi.nlm.nih.gov\/39949045\/?utm_source=WordPress&#038;utm_medium=rss&#038;utm_campaign=None&#038;utm_content=18izFSnNssnSq_ns8DvTAvqStp_mwds7auBqS5FZfhg1olrcc-&#038;fc=None&#038;ff=20260407151050&#038;v=2.19.0.post6+133c1fe'>Validation of manually scored multichannel frontal electroencephalography against polysomnography in a paediatric cohort<\/a><\/div><time datetime=\"2025-02-14T14:00:00+02:00\" class=\"wp-block-rss__item-publish-date\">February 14, 2025<\/time> <span class=\"wp-block-rss__item-author\">by Sigridur Sigurdardottir<\/span><\/li><\/ul>\n\n\t<div id=\"accordion-block_b3e47262195d10813d75a554e786095b\" class=\"accordions\">\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-8308\" aria-expanded=\"false\" id=\"accordion-control-8308\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tPh.D. theses\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-8308\" aria-hidden=\"true\" id=\"content-8308\">\n\t\t\t\t\t<p><!-- wp:list {\"ordered\":true} --><\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol><!-- wp:list-item --><\/p>\n<li>Hietakoste S. Nocturnal heart rate variability in obstructive sleep apnea. <a href=\"https:\/\/erepo.uef.fi\/items\/0d42be31-3c4c-4ab9-9c31-8889427bcf14\">UEF E-publications<\/a>. 2024<\/li>\n<li>Purbanka P. Detailed characterization of hypoxemia events enhances assessment of obstructive sleep apnea severity: Association of hypoxic load with impaired vigilance and lung-to-finger circulation time. <a href=\"https:\/\/erepo.uef.fi\/items\/ff99ba21-a178-43f5-ae5c-00aba6f84a5c\">UEF E-publications<\/a>. 2024<\/li>\n<li>Rusanen M. Self-Applied Electroencephalography Sensor Techniques for Home-Based Sleep Recordings. <a href=\"https:\/\/erepo.uef.fi\/items\/a2fbd590-37b8-43ce-913c-95b812f71b04\">UEF E-publications<\/a>. 2023<\/li>\n<li>Karhu T. Nocturnal hypoxic load in the evaluation of the progression of sleep apnea. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/30543\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2023<\/li>\n<li>Leino A. Novel computational methods for improved sleep apnea diagnostics: special focus on stroke patients. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/28725\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2022<\/li>\n<li>Kalevo L. Enhanced home sleep apnea testing with a patient-applied EEG electrode set. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/28688\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2022<\/li>\n<li>Nikkonen S. Novel computational tools for enhanced diagnostics of obstructive sleep apnea. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/23719\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2020<\/li>\n<li>Kainulainen S. Pulse oximetry-derived biomarkers for severity assessment of obstructive sleep apnea. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/23549\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2020<\/li>\n<li>Korkalainen H. Deep Learning for Next-Generation Sleep Diagnostics: sophisticated computational methods for more efficient and accurate assessment of sleep and obstructive sleep apnea. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/23591\" target=\"_blank\" rel=\"noopener\">UEF E-publications<\/a>. 2020<\/li>\n<li>Miettinen T. Suitability of a self-applicable electrode set for polysomnographic assessment of sleep bruxism in the home environment. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/22208\" target=\"_blank\" rel=\"noopener\">UEF E-publications.<\/a> 2019<\/li>\n<li>Lepp\u00e4nen T. Novel methods for diagnostics of obstructive sleep apnea: effect of weight loss, gender, and sleeping position on severity of apnea, hypopnea and desaturation events. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/17338\" target=\"_blank\" rel=\"noopener noreferrer\">UEF E-publications<\/a>.2016<\/li>\n<li>Lepola P. Novel EEG electrode set for emergency use. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/14173\" target=\"_blank\" rel=\"noopener noreferrer\">UEF E-Publications<\/a>. 2014<\/li>\n<li>Muraja-Murro A. Obstruction Event Severity in Diagnostics of Sleep Apnea. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/14015\" target=\"_blank\" rel=\"noopener noreferrer\">UEF E-Publications<\/a>. 2014<\/li>\n<li>Tiihonen P. Novel portable devices for recording sleep apnea and evaluating altered consciousness. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/9596\" target=\"_blank\" rel=\"noopener noreferrer\">UEF E-Publications<\/a>. 2009<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><!-- \/wp:list-item --><\/p>\n<p><!-- \/wp:list --><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-9464\" aria-expanded=\"false\" id=\"accordion-control-9464\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tM.Sc. theses\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-9464\" aria-hidden=\"true\" id=\"content-9464\">\n\t\t\t\t\t<p><!-- wp:list {\"ordered\":true} --><\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol><!-- wp:list-item --><\/p>\n<li>Vainikka M. Keinotekoisten neuroverkkojen ep\u00e4varmuuden kvantifiointi ja analysointi automaattisessa univaiheistuksessa. <a href=\"https:\/\/erepo.uef.fi\/items\/ad17f09e-2898-4b71-ba31-56976ca4b3c5\">UEF eRepository<\/a>. 2024<\/li>\n<li>Nurminen J. Hengityskatkoihin liittyvien verenkiertoelimist\u00f6n vasteiden m\u00e4\u00e4ritt\u00e4minen fotopletysmogrammisignaalista. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/31200\">UEF eRepository<\/a>. 2024<\/li>\n<li>Varis M. Nen\u00e4painesignaalin verhok\u00e4yr\u00e4analyysi uniapnean vakavuuden arvioinnissa. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/30278\">UEF eRepository<\/a>. 2023<\/li>\n<li>Rissanen M. Obstruktiivisen uniapnean ja eteisrytmih\u00e4iri\u00f6iden yhteys happisaturaatiolaskujen vakavuuteen ja muutosnopeuksiin. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/28533\">UEF eRepository<\/a>. 2022<\/li>\n<li>Pitk\u00e4nen H. Unesta havahtumisen voimakkuuden ilmeneminen aivos\u00e4hk\u00f6k\u00e4yr\u00e4n taajuussis\u00e4ll\u00f6ss\u00e4. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/25608\" target=\"_blank\" rel=\"noopener\">UEF eRepository<\/a>. 2021<\/li>\n<li>Rusanen M. Tekstiilipohjaisten kuivaelektrodien ja l\u00e4\u00e4kinn\u00e4llisten Ag\/AgCl-elektrodien tekninen vertailu aivos\u00e4hk\u00f6k\u00e4yr\u00e4mittauksissa. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/24701\" target=\"_blank\" rel=\"noopener\">UEF eRepository<\/a>. 2021<\/li>\n<li>Hietakoste S. The Effect of Respiratory Event Type and Duration on Heart Rate Variability in Suspected Obstructive Sleep Apnea Patients. <a href=\"https:\/\/oulurepo.oulu.fi\/handle\/10024\/15869\">University of Oulu repository<\/a>. 2020<\/li>\n<li>Korkalainen H. Obstruktiivisen uniapnean vaikeusasteluokkien raja-arvojen optimointi. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/19929\" target=\"_blank\" rel=\"noopener noreferrer\">UEF eRepository<\/a>. 2018<\/li>\n<li>Kainulainen S. Obstruktiiviseen uniapneaan liittyvien hengityskatkojen vaikeuden yhteys p\u00e4iv\u00e4aikaiseen v\u00e4symykseen. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/20065\" target=\"_blank\" rel=\"noopener noreferrer\">UEF eRepository<\/a>. 2018<\/li>\n<li>Lepp\u00e4nen T. RemLogic-liit\u00e4nn\u00e4inen hengityskatkojen vakavuuden huomioivan apnea-hypopnea-indeksin laskemiseen. <a href=\"https:\/\/erepo.uef.fi\/handle\/123456789\/15075\" target=\"_blank\" rel=\"noopener noreferrer\">UEF eRepository<\/a>. 2015<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><!-- \/wp:list-item --><\/p>\n<p><!-- \/wp:list --><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-3284\" aria-expanded=\"false\" id=\"accordion-control-3284\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tB.Sc. theses\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-3284\" aria-hidden=\"true\" id=\"content-3284\">\n\t\t\t\t\t<p><!-- wp:list {\"ordered\":true} --><\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol><!-- wp:list-item --><\/p>\n<li>Vainikka M. <a href=\"https:\/\/sites.uef.fi\/star\/wp-content\/uploads\/sites\/37\/2023\/08\/LuK-Tutkielma_MiikaVainikka.pdf\">Neuroverkkopohjaiset menetelm\u00e4t unenaikaisten havahtumisten tunnistamisessa polysomnografiarekister\u00f6inneist\u00e4<\/a>. University of Eastern Finland. 2023<\/li>\n<li>Nurminen J. <a href=\"https:\/\/sites.uef.fi\/star\/wp-content\/uploads\/sites\/37\/2022\/11\/Kandidaatin_tutkielma_Jutta_Nurminen.pdf\">Fotopletysmogrammisignaalin tyyppipiirteiden algoritmipohjainen kvantitointi<\/a>. University of Eastern Finland. 2022<\/li>\n<li>Varis M. <a href=\"https:\/\/sites.uef.fi\/stag\/wp-content\/uploads\/sites\/37\/2021\/08\/Kandidaatin_tutkielma_Mikke_Varis.pdf\">Pitk\u00e4n, lyhyen ja eritt\u00e4in lyhyen aikav\u00e4lin sykev\u00e4livaihtelu<\/a>. University of Eastern Finland. 2021<\/li>\n<li>Rissanen M. <a href=\"https:\/\/sites.uef.fi\/stag\/wp-content\/uploads\/sites\/37\/2020\/12\/Kandidaatintutkielma_Marika_Rissanen.pdf\">Pulssioksimetri, fotopletysmografia ja unil\u00e4\u00e4ketieteen sovellukset<\/a>. University of Eastern Finland. 2020<\/li>\n<li>M\u00f6nkk\u00f6nen P.\u00a0 <a href=\"https:\/\/sites.uef.fi\/stag\/wp-content\/uploads\/sites\/37\/2020\/12\/Kandidaatin_tutkielma_Pietari_Monkkonen.pdf\">Koneoppiminen unil\u00e4\u00e4ketieteess\u00e4<\/a>. University of Eastern Finland. 2020<\/li>\n<li>Lepp\u00e4nen T. <a href=\"https:\/\/sites.uef.fi\/stag\/wp-content\/uploads\/sites\/37\/2020\/12\/kandi_leppanen_timo_2014.pdf\">Obstruktiivisessa uniapneassa yksitt\u00e4isen apnean, hypopnean ja happidesaturaation vakavuus kasvaa painonpudotuksen yhteydess\u00e4<\/a>. University of Eastern Finland. 2014<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><!-- \/wp:list-item --><\/p>\n<p><!-- \/wp:list --><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-6115\" aria-expanded=\"false\" id=\"accordion-control-6115\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tOther\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-6115\" aria-hidden=\"true\" id=\"content-6115\">\n\t\t\t\t\t<h4>Videos<\/h3>\n<p><!-- wp:list {\"ordered\":true} --><\/p>\n<ol><!-- wp:list-item --><\/p>\n<li>Lepp\u00e4nen, T. Uniapnean diagnostiikan kehitt\u00e4minen, 2020. <a href=\"http:\/\/kol.adobeconnect.com\/pdbxsknij7jn\/\" target=\"_blank\" rel=\"noopener noreferrer\">Link to video in Finnish<\/a><\/li>\n<p><!-- \/wp:list-item --> <!-- wp:list-item --><\/p>\n<li>Uusia menetelmi\u00e4 uniapneatutkimukseen, 2020. <a href=\"https:\/\/www.youtube.com\/watch?v=JW6v8ILIR60\" target=\"_blank\" rel=\"noopener noreferrer\">Link to video in Finnish<\/a><\/li>\n<p><!-- \/wp:list-item --> <!-- wp:list-item --><\/p>\n<li>Leino A. Parempaa uniapnean diagnostiikkaa (Towards enhanced diagnostics of sleep apnea), Kuopion kansalaisopisto, 2019. <a href=\"https:\/\/kol.adobeconnect.com\/_a1194353167\/pw7bd2b9low3\/?launcher=false&amp;fcsContent=true&amp;pbMode=normal\" target=\"_blank\" rel=\"noopener noreferrer\">Link to video in Finnish<\/a><\/li>\n<p><!-- \/wp:list-item --> <!-- wp:list-item --><\/p>\n<li>Myllymaa K. Uniapnean yleisyys ja vaikeusaste aivohalvauksesta tai ohimenneest\u00e4 aivoverenkiertoh\u00e4iri\u00f6st\u00e4 toipuvilla potilailla, 2019. <a href=\"http:\/\/kol.adobeconnect.com\/pjs2w13bq0s6\/\" target=\"_blank\" rel=\"noopener noreferrer\">Link to video lecture in Finnish<\/a><\/li>\n<p><!-- \/wp:list-item --><\/ol>\n<h4>Other articles<\/h3>\n<ol>\n<li>Kainulainen S, Hietakoste S. Uniapnea on kallis kansantauti, joka havaitaan usein liian my\u00f6h\u00e4\u00e4n \u2013 diagnostiikkaa tulee kehitt\u00e4\u00e4 ja teko\u00e4lyll\u00e4 on t\u00e4ss\u00e4 merkitt\u00e4v\u00e4 rooli (Obstructive sleep apnea is an expensive and common disease that is often detected too late &#8211; improvements for the diagnostics with major help of artificial intelligence) MustRead 2021. <a href=\"https:\/\/www.mustread.fi\/artikkelit\/uniapnea-on-kallis-kansantauti-joka-havaitaan-usein-liian-myohaan-diagnostiikkaa-tulee-kehittaa-ja-tekoalylla-on-tassa-merkittava-rooli\/\" target=\"_blank\" rel=\"noreferrer noopener\">Link to article in Finnish<\/a><\/li>\n<\/ol>\n<p><!-- \/wp:list --><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t","protected":false},"excerpt":{"rendered":"<p>10 latest publications from STAR group (PubMed):<\/p>\n","protected":false},"author":60,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-545","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - Sleep Technology &amp; 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