{"id":"https://openalex.org/G8091234414","display_name":"Yksil\u00f6llistetty Terveys \u2014 It\u00e4-Suomen yliopisto (5133/31/2018)","description":"Uniapnea on yleinen, ja kansantaloudellisesti merkitt\u00e4v\u00e4 unenaikainen hengitysh\u00e4iri\u00f6, joka hoitamattomana aiheuttaa potilaalle merkitt\u00e4v\u00e4n terveysriskin. Uniapnean nykyiset diagnostiset menetelm\u00e4t ovat monilta osin puutteellisia eiv\u00e4tk\u00e4 ne kohtaa t\u00e4m\u00e4n p\u00e4iv\u00e4n vaatimuksia. T\u00e4ss\u00e4 hankkeessa kehitet\u00e4\u00e4n uusia menetelmi\u00e4 uniapnean diagnostiikkaan. Kehitett\u00e4v\u00e4t menetelm\u00e4t perustuvat puettaviin, potilaan unta h\u00e4iritsem\u00e4tt\u00f6miin antureihin sek\u00e4 teko\u00e4lyyn ja koneoppimiseen pohjautuviin moderneihin laskennallisiin ratkaisuihin. Uusien antureiden ja laskennallisten ratkaisujen odotetaan vastaavan kasvaneeseen paineeseen siirt\u00e4\u00e4 unitutkimukset unilaboratorioista kotiymp\u00e4rist\u00f6\u00f6n ja v\u00e4hent\u00e4\u00e4 unirekister\u00f6intien manuaaliseen analysointiin tarvittavaa ty\u00f6aikaa ja kustannuksia. Uudet ratkaisut mahdollistavat my\u00f6s uniapnean vakavuuden arvioinnin nykyist\u00e4 huomattavasti tarkemmin, sill\u00e4 ne huomioivat merkitt\u00e4vimm\u00e4t unenaikaisiin hengityskatkoihin liittyv\u00e4t riskitekij\u00e4t sek\u00e4 hengityskatkoista aiheutuvan fysiologisen kuormituksen potilaskohtaisesti. T\u00e4m\u00e4 mahdollistaisi liit\u00e4nn\u00e4issairauksien ennaltaehk\u00e4isyn sek\u00e4 rajallisten hoitoresurssien tehokkaan ja potilaskohtaisen kohdistamisen sit\u00e4 eniten tarvitseville. N\u00e4in ollen t\u00e4m\u00e4 tutkimushanke edist\u00e4\u00e4 yksil\u00f6llist\u00e4 l\u00e4\u00e4ketiedett\u00e4, sill\u00e4 uniapneaa voitaisiin hoitaa potilaskohtaisemmin riippuen kunkin potilaan taudinkuvasta ja yksil\u00f6llisist\u00e4 tarpeista. Hanke perustuu suurten potilasaineistojen analysointiin yhdess\u00e4 maailman huipputasoa olevien yhteisty\u00f6kumppaniemme (Islanti, Norja, Suomi) kanssa. Hankkeessa tehd\u00e4\u00e4n kiinte\u00e4\u00e4 yhteisty\u00f6t\u00e4 toimialan yritysten kanssa. Hankkeen tulokset voivat mullistaa uniapnean diagnostiikan ja hoidon toteuttamisen, mill\u00e4 olisi merkitt\u00e4v\u00e4 positiivinen vaikutus kansanterveyteen. Hankkeessa kehitett\u00e4v\u00e4t puettavat anturit ja uudet teko\u00e4lyyn ja koneoppimiseen perustuvat laskennalliset menetelm\u00e4t avaavat merkitt\u00e4v\u00e4n terveyden tekniikan ja telel\u00e4\u00e4ketieteen globaalisti skaalautuvan liiketoimintamahdollisuuden.","funder_award_id":"5133/31/2018","funder":{"id":"https://openalex.org/F4320328501","display_name":"Business Finland","doi":"10.13039/501100014438"},"funded_outputs":["https://openalex.org/W34515318","https://openalex.org/W2926745454","https://openalex.org/W2963976345","https://openalex.org/W2972723848","https://openalex.org/W2985179397","https://openalex.org/W2995516697","https://openalex.org/W2998856033","https://openalex.org/W3005130827","https://openalex.org/W3007267041","https://openalex.org/W3015073015","https://openalex.org/W3026720205","https://openalex.org/W3036932966","https://openalex.org/W3043800002","https://openalex.org/W3088929748","https://openalex.org/W3110929349","https://openalex.org/W3110942752","https://openalex.org/W3130312074","https://openalex.org/W3159087937","https://openalex.org/W3170297763","https://openalex.org/W3185446869","https://openalex.org/W3186351709","https://openalex.org/W3189690530","https://openalex.org/W3199824787","https://openalex.org/W3200201769","https://openalex.org/W3203089738","https://openalex.org/W3213431445","https://openalex.org/W4214515453","https://openalex.org/W4221059007","https://openalex.org/W4281401286","https://openalex.org/W4285305963","https://openalex.org/W4286483897","https://openalex.org/W4288444159","https://openalex.org/W4293724464","https://openalex.org/W4295428959","https://openalex.org/W4296837982","https://openalex.org/W4310457220","https://openalex.org/W4310521387","https://openalex.org/W4315778330","https://openalex.org/W4319863493","https://openalex.org/W4321327756","https://openalex.org/W4365515879","https://openalex.org/W4367031357","https://openalex.org/W4377046764","https://openalex.org/W4382929844","https://openalex.org/W4385413325","https://openalex.org/W4389001036","https://openalex.org/W4389265190","https://openalex.org/W4390098942","https://openalex.org/W4390576732","https://openalex.org/W4392358908","https://openalex.org/W4393034308","https://openalex.org/W4393202451","https://openalex.org/W4393254519","https://openalex.org/W4393368265","https://openalex.org/W4395030602","https://openalex.org/W4395484764","https://openalex.org/W4396765556","https://openalex.org/W4396867651","https://openalex.org/W4400317410","https://openalex.org/W4401921897","https://openalex.org/W4401934468","https://openalex.org/W4403667945","https://openalex.org/W4404318338","https://openalex.org/W4407547038","https://openalex.org/W7093457106","https://openalex.org/W7165151885","https://openalex.org/W7203932534","https://openalex.org/W7215274867","https://openalex.org/W7215411254"],"funded_outputs_count":69,"parent_awards":[],"sub_awards":[],"sub_awards_count":0,"amount":453000.0,"currency":"EUR","amount_usd":543282.9,"amount_usd_basis":"daily_rate","recipients":[],"recipient_countries":[],"recipient_regions":[],"research_scope":{"is_research":true,"basis":"funder_default","tier":1},"funding_type":"research","funder_scheme":"Co-Research","start_date":"2018-01-01","end_date":null,"start_year":2018,"end_year":null,"landing_page_url":null,"doi":null,"provenance":"business_finland","lead_investigator":null,"co_lead_investigator":null,"investigators":null,"works_api_url":"https://api.openalex.org/works?filter=awards.id:G8091234414","primary_topic":null,"topics":null,"institution_awarded":[],"updated_date":"2026-10-20T03:01:12.000Z","created_date":"2026-07-13T04:18:54.000Z"}