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boundary="----=_NextPart_001_00F4_01DD001C.626FC7C0" ------=_NextPart_001_00F4_01DD001C.626FC7C0 Content-Type: multipart/alternative; boundary="----=_NextPart_002_00F5_01DD001C.626FC7C0" ------=_NextPart_002_00F5_01DD001C.626FC7C0 Content-Type: text/plain; charset="utf-8" Content-Transfer-Encoding: 8bit Tähelepanu! Tegemist on välisvõrgust saabunud kirjaga. Tundmatu saatja korral palume linke ja faile mitte avada. Tere! Saadan vastused varem esitatud küsimustele ja manusesse on lisatud uuringu protokoll ja andmekoosseis. 1) Millised taotluses viidatud analüüsid (nt raviteekonnad, majanduslik mõju, sotsiaalne staatus, metoodikate arendamine) kuuluvad käesoleva konkreetse uuringu ulatusse ning millised mitte? Vastus: Vastavalt uuringu “EST-Health-30 - Eesti terviseandmete väärindamine” taotlusele peame iga lisauuringu ja küsimuse jaoks eraldi loa küsima. “Elanikkonnas aja jooksul toimunud muutused erinevate vähivormide levimuses, esinemissageduses ja patsientide ellujäämises - uuring OHDSI andmevõrgustikul” näol on tegemist uue uuringu ja uute küsimustega, mida esialgses taotluses ei ole kajastatud. Esitasime selle uuringu eetikakomiteele hindamiseks ning saime positiivse vastuse. 2) Millised konkreetsed andmeväljad on uuringu põhieesmärkide (vähi levimus, esinemissagedus ja elulemus) saavutamiseks vältimatult vajalikud, eriti nende andmekategooriate osas, kus on märgitud „kõik andmed“? Vastus: Lisan kaasa andmekoosseisu, kus on välja toodud andmeväljad ja nende täpsustatud põhjendus. 3) Kas ja millises ulatuses on võimalik piirata andmekoosseisu, välistades andmed, millel puudub otsene seos uuringu põhieesmärkidega (nt vabatekstilised väljad, täielik anamnees, muu mitteseotud terviseinfo)? Vastus: Vabatekstidest kasutame ainult seda informatsiooni, mis on sealt eraldatud (näiteks suitsetamise staatus, mis antud uuringus oluline näitaja), mis on tihti just anamneesis, aga ka muudes tekstides kirjas. Need andmepunktid on standardiseeritud ja viidud OMOP andmemudelisse. Uuringus ei kasutata täielikke tekste ning neid tekste, kus puudub vajalik informatsioon, vaid ainult seda fakti, mis on tekstist leitud (nt inimene on suitsetaja või inimese seisundit kirjeldav ECOG kood on 2). See faktide eraldamine tehakse EST-Health-30 - Eesti terviseandmete väärindamine uuringu 1 etapis (andmete standardiseerimine). Konkreetne uuringu näol on tegemist rahvusvahelise uuringuga, mille esimeses sammus eraldatakse erinevate vähidiagnoosiga isikud andmebaasist (uuritavad) ning enamus edasised analüüsid tehakse nende isikute peal. Üks uurimisküsimus on kirjeldada ka vähile eelnevat perioodi kõigi erinevate meditsiinisündmuste osas, seega me ei saa välistada erinevaid andmeväljasid kuna see looks kallutatud vaate võrreldes teiste riikide andmetega. Kuna arvutatakse ka esmahaigestumise sagedust (väljendab uute haigusjuhtude arvu rahvaarvu suhtes mingil ajavahemikul) ja üldist esinemissagedust andmebaasist, mille korral on vaja kasutada kogu andmestiku. Tulemuste väljastamisel tagame, et uuringus kasutatud andmed vastavad protokollis esitatud andmepunktidele. 4) Kas kulutõhususe, sotsiaalse seisundi või muude täiendavate analüüside teostamine kuulub käesoleva uuringu eesmärkide hulka? Vastus: Käesoleva uuringu eesmärkide hulka ei kuulu kulutõhususe, sotsiaalse seisundi või muude täiendavate analüüside teostamine. 5) Kas ja millises ulatuses kasutatakse käesoleva uuringu raames andmeid metoodikate arendamiseks, sh tehisintellekti või masinõppe meetodite rakendamiseks? Vastus: “Elanikkonnas aja jooksul toimunud..” uuringus olevaid andmeid ei kasutata tehisintellekti metoodika arendamiseks (sh tehisintellekti või masinõppe meetodite rakendamiseks). 6) Milliste kriteeriumide alusel on hinnatud andmete vajalikkust ning kuidas on tagatud, et töödeldakse üksnes uuringu eesmärgi saavutamiseks vältimatult vajalikku andmestikku? Palun esitada täpsustused ja vajadusel korrigeeritud andmekoosseis, mis vastab andmete minimeerimise põhimõttele. Vastus: Käesolev uuring on osa rahvusvahelisest OMOP-võrgustiku uuringust, kus meie roll on andmepartnerina käivitada uuringu protokollile vastav standardiseeritud analüüsikood oma OMOP andmemudelis (CDM) olevatel EST-Health-30 andmetel. Nii on andmete minimeerimine tagatud juba uuringu disainiga. Töödeldavate andmete koosseisu ei määra kohapealne valik, vaid uuringu protokoll, mis on eetikakomitee poolt heaks kiidetud, ja sellega kaasnev analüüsikood. Kood pöördub üksnes protokollis määratletud uuringukohordi ja andmeväljade poole, mis on uurimisküsimustele vastamiseks vältimatult vajalikud. Andmete vajalikkuse hindamise kriteerium on seega tunnuse seos protokollis defineeritud analüüsiga. Patsiendi tasemel andmete minimeerimine ja privaatsus on tagatud järgnevate meetoditega: Antud uuringus on patsiendi tasemele andmetele turvalises andmetöötluskeskkonnas ligipääs ainult uurijatel, kes on, lisaks käesolevas uuringus vastutava uurija või uuringu läbiviijana kirjas olemisele, kantud ka antud andmestiku loomiseks esitatud taotlusele “EST-Health-30 - Eesti terviseandmete väärindamine”. Patsiendi tasemel andmed ei välju turvalisest andmetöötluskeskkonnast, analüüs viiakse läbi lokaalselt. Uuringu koordinaatorile edastatakse üksnes protokollis ette nähtud agregeeritud, isikustamata tulemused. Enne tulemuste väljasaatmist kontrollime, et väljund sisaldaks ainult uuringu eesmärgi saavutamiseks vajalikke agregeeritud tulemusi ning et alla 5 inimese jäävad väikesed sagedused oleksid summutatud. Sellises hajusanalüüsi mudelit järgival uuringul ei oleks tervest CDM andmebaasist protokollis nimetatud tunnustega kitsendatud andmekogu eelnev väljavõtmine põhjendatud: analüüsikood pöördub niigi üksnes vajalike andmete poole ning eraldi koopia loomine üksnes suurendaks isikuandmete jalajälge, vähendamata seejuures andmesubjektide privaatsusriski. Andmete minimeerimine on käesolevas mudelis tagatud sellega, et turvalisest andmetöötluskeskkonnnast väljuvad üksnes agregeeritud ja vältimatult vajalikud statistilised tulemused, mitte patsiendi tasemel andmed. Head soovides Kaia Kask From: Carmen Mäe - SOM Sent: Tuesday, June 2, 2026 4:23 PM To: Kaia Kask ; Info - SOM Cc: Raivo Kolde ; Marek Oja Subject: RE: Loa küsimine uuringule “Elanikkonnas aja jooksul toimunud muutused erinevate vähivormide levimuses, esinemissageduses ja patsientide ellujäämises - uuring OHDSI andmevõrgustikul” Tere! Täname teid esitatud taotluse ning põhjaliku andmekoosseisu kirjelduse eest! Olen taotluse läbi vaadanud ning taotluse hindamisel ilmnes siiski vajadus täpsustada esitatud andmete mahtu ja põhjendatust, eelkõige seoses andmete minimeerimise põhimõttega ning uuringu eesmärgi ja taotletud andmekoosseisu vastavusega. Taotluses on mitmes kohas viidatud andmete kasutamisele laiemate analüüside jaoks (nt raviteekondade analüüs, metodoloogiate arendamine, sh tehisintellekti meetodid, ning majandusliku ja sotsiaalse mõju hindamine), mis tulenevad EST‑Health‑30 uuringu üldistest eesmärkidest. Samas ei nähtu esitatud taotlusest piisava selgusega, kas ja millises ulatuses nimetatud analüüsid kuuluvad käesoleva konkreetse uuringu raamesse, mille põhieesmärk on kirjeldada vähivormide levimust, esinemissagedust ja elulemust. Lisaks juhin tähelepanu, et mitmete andmeväljade puhul on nende vajalikkust põhjendatud üldise väitega, et need on vajalikud tervisesündmuste ja nende järjekorra tuvastamiseks või raviteekondade analüüsimiseks. Esitatud põhjendused on valdavalt üldised ning ei võimalda hinnata konkreetsete andmeväljade vältimatut vajalikkust käesoleva uuringu eesmärkide saavutamiseks. Eriti puudutab see andmekategooriaid, kus on märgitud vajadus kasutada „kõiki andmeid“ (nt anamnees, objektiivne leid, vabatekstilised märkused jms), kuid ei ole eristatud, millised andmed on otseselt vajalikud ning millised üksnes potentsiaalselt kasulikud. Samuti esineb vastuolu seoses tehisintellekti kasutamisega: taotluses on märgitud, et käesolevas uuringus tehisintellekti meetodeid ei kasutata, kuid samas on andmete vajadust osaliselt põhjendatud EST‑Health‑30 raames kavandatava metoodika arendamisega, mis hõlmab ka tehisintellekti meetodeid. Sellest tulenevalt ei ole üheselt arusaadav, kas ja millises ulatuses kasutatakse käesoleva taotluse alusel töödeldavaid andmeid ka metoodikate arendamise eesmärgil. Täiendavalt märgin, et taotluses sisalduv üldine kinnitus andmete kasutamise kohta üksnes uuringu eesmärkide saavutamiseks vajalikus mahus ei ole täielikult kooskõlas esitatud andmekoosseisuga, kus mitmete andmekategooriate puhul on taotletud „kõiki andmeid“ ilma konkreetse väljade tasandi põhjenduseta. Eeltoodust tulenevalt palun teil esitada täpsustused järgmistes küsimustes: * Millised taotluses viidatud analüüsid (nt raviteekonnad, majanduslik mõju, sotsiaalne staatus, metoodikate arendamine) kuuluvad käesoleva konkreetse uuringu ulatusse ning millised mitte? * Millised konkreetsed andmeväljad on uuringu põhieesmärkide (vähi levimus, esinemissagedus ja elulemus) saavutamiseks vältimatult vajalikud, eriti nende andmekategooriate osas, kus on märgitud „kõik andmed“? * Kas ja millises ulatuses on võimalik piirata andmekoosseisu, välistades andmed, millel puudub otsene seos uuringu põhieesmärkidega (nt vabatekstilised väljad, täielik anamnees, muu mitteseotud terviseinfo)? * Kas kulutõhususe, sotsiaalse seisundi või muude täiendavate analüüside teostamine kuulub käesoleva uuringu eesmärkide hulka? * Kas ja millises ulatuses kasutatakse käesoleva uuringu raames andmeid metoodikate arendamiseks, sh tehisintellekti või masinõppe meetodite rakendamiseks? * Milliste kriteeriumide alusel on hinnatud andmete vajalikkust ning kuidas on tagatud, et töödeldakse üksnes uuringu eesmärgi saavutamiseks vältimatult vajalikku andmestikku? Palun esitada täpsustused ja vajadusel korrigeeritud andmekoosseis, mis vastab andmete minimeerimise põhimõttele. Lugupidamisega Carmen Mäe Nõunik Sotsiaalministeerium Suur-Ameerika 1 10122 Tallinn www.sm.ee From: Kaia Kask > Sent: Friday, May 15, 2026 4:43 PM To: Info - SOM > Cc: Raivo Kolde >; Marek Oja > Subject: Loa küsimine uuringule “Elanikkonnas aja jooksul toimunud muutused erinevate vähivormide levimuses, esinemissageduses ja patsientide ellujäämises - uuring OHDSI andmevõrgustikul” Tähelepanu! Tegemist on välisvõrgust saabunud kirjaga. Tundmatu saatja korral palume linke ja faile mitte avada. Lp Sotsiaalministeerium Eesti bioeetika ja inimuuringute nõukogu (EBIN) on andnud loa uuringu “Elanikkonnas aja jooksul toimunud muutused erinevate vähivormide levimuses, esinemissageduses ja patsientide ellujäämises - uuring OHDSI andmevõrgustikul” jaoks (24. märts 2026 nr 1.1-12/837). Uuringu eesmärk on analüüsida Eesti elanikkonna erinevate vähivormide (va mittemelanoomne nahavähk) levimust ja esinemissagedust ning hinnata patsientide lühi- ja pikaajalist ellujäämist. Uuring toimub OHDSI võrgustikus viies riigis, sh Eestis. Kasutatakse EST-Health-30 andmeid, et kirjeldada erinevate vähivormide (va mittemelanoomne nahavähk) levimust ja esinemissagedust ning hinnata patsientide lühi- ja pikaajalist ellujäämist Eestis 2012–2026. EST-Health-30 andmestiku aluseks on 30% juhuvalim Eestis alates 2012. Aastast tervishoiuteenuseid tarbinud Eesti elanikest (andmesubjektid), mille suurus on hetkel ~488 000 inimest. Uuringu läbiviimiseks kasutatakse EST-Health-30 uuringu andmestikku. Vastavalt EST-Health-30 uuringu eetikakomitee taotlusele (1.1-12/2793) ja Sotsiaalministeeriumi loale (1.5-20/2833-2) on meil lisaks eetikakomitee loale kohustus küsida EST-Health-30 uuringu puhul täiendavate uurimisküsimuste uurimiseks luba ka Sotsiaalministeeriumilt. Käesolevaga palume Sotsiaalministeeriumilt luba ülaltoodud uuringu läbiviimiseks. Eetikakomitee otsus, mis sisaldab m.h uuringu taotlust, on lisatud käesolevale kirjale (digidoc konteiner manuses). Uuringu läbiviimine ei vaja täiendavaid andmeväljastusi ega täiendavat EBIN luba, vaid justnimelt andmeomaniku ehk Sotsiaalministeeriumi luba. Kinnitame, et andmete taotlemisel oleme lähtunud eesmärgipärasuse ja võimalikult väheste andmete kogumise põhimõtetest. Tegemist on rahvusvahelise uuringuga, mille raames viime läbi analüüsi standardiseeritud uuringukoodiga: meile antakse uuringukood, mille käivitame oma andmetel ning valideerime tulemuste vastavust protokollile. Käesoleva uuringu raames väljastatakse ainult protokollis ette nähtud informatsiooni protokollis defineeritud uuritavate kohta. Vastavalt uuringu protokollile on vajalikud järgmised andmeallikad: * Epikriisid (ambulatoorne, statsionaarne, kodu- ja iseseisva statsionaarse õenduse, koduõenduse ning päevaravi epikriisid), saatekirjad ja saatekirja vastused sisaldavad kliiniliselt detailset infot diagnooside, vähi staadiumi ja leviku (nt TNM-klassifikatsiooni), analüüside ja protseduuride tulemuste ning raviskeemide kohta. See info on oluline nii uuringugruppide defineerimisel kui ka kirjeldamisel. * Retseptide ja immuniseerimise andmeid kasutatakse uuritavate ravimikasutuse kirjeldamiseks ja uuringugruppide võrdlemiseks. * Vähiregistri andmed on vajalikud vähi diagnoosi tuvastamiseks. * Surma põhjuste registri andmed on vajalikud surma fakti ja põhjuse tuvastamiseks. Uurijate nimel Kaia Kask, PhD Juhiabi/Assistant Andmeteaduse õppetool/Chair of Data Science Arvutiteaduse instituut/ Institute of Computer Science Tartu Ülikool/ University of Tartu Narva mnt 18 51009 Tartu ESTONIA ------=_NextPart_002_00F5_01DD001C.626FC7C0 Content-Type: text/html; charset="utf-8" Content-Transfer-Encoding: quoted-printable

T=C3=A4helepanu! Tegemist on v=C3=A4lisv=C3=B5rgust saabunud kirjaga.
Tundmatu saatja korral palume linke ja faile mitte = avada.

Tere!

 

Saadan vastused varem esitatud k=C3=BCsimustele = ja manusesse on lisatud uuringu protokoll ja = andmekoosseis.

 

1) Millised taotluses viidatud = anal=C3=BC=C3=BCsid (nt raviteekonnad, majanduslik m=C3=B5ju, sotsiaalne = staatus, metoodikate arendamine) kuuluvad k=C3=A4esoleva konkreetse = uuringu ulatusse ning millised mitte?

 

Vastus: Vastavalt uuringu =E2=80=9CEST-Health-30 = - Eesti terviseandmete v=C3=A4=C3=A4rindamine=E2=80=9D taotlusele peame = iga lisauuringu ja k=C3=BCsimuse jaoks eraldi loa k=C3=BCsima. = =E2=80=9CElanikkonnas aja jooksul toimunud muutused erinevate = v=C3=A4hivormide levimuses, esinemissageduses ja patsientide elluj=C3=A4=C3=A4mises - uuring OHDSI = andmev=C3=B5rgustikul=E2=80=9D n=C3=A4ol on tegemist uue uuringu ja uute = k=C3=BCsimustega, mida esialgses taotluses ei ole kajastatud. Esitasime = selle uuringu eetikakomiteele hindamiseks ning saime positiivse = vastuse.

 

2) Millised konkreetsed andmev=C3=A4ljad on = uuringu p=C3=B5hieesm=C3=A4rkide (v=C3=A4hi levimus, esinemissagedus ja = elulemus) saavutamiseks v=C3=A4ltimatult vajalikud, eriti nende = andmekategooriate osas, kus on m=C3=A4rgitud =E2=80=9Ek=C3=B5ik = andmed=E2=80=9C?

 

Vastus: Lisan kaasa andmekoosseisu, kus on = v=C3=A4lja toodud andmev=C3=A4ljad ja nende t=C3=A4psustatud = p=C3=B5hjendus.

 

3) Kas ja millises ulatuses on v=C3=B5imalik = piirata andmekoosseisu, v=C3=A4listades andmed, millel puudub otsene = seos uuringu p=C3=B5hieesm=C3=A4rkidega (nt vabatekstilised v=C3=A4ljad, = t=C3=A4ielik anamnees, muu mitteseotud terviseinfo)?

 

Vastus: Vabatekstidest kasutame ainult seda = informatsiooni, mis on sealt eraldatud (n=C3=A4iteks suitsetamise = staatus, mis antud uuringus oluline n=C3=A4itaja), mis on tihti just = anamneesis, aga ka muudes tekstides kirjas. Need andmepunktid on = standardiseeritud ja viidud OMOP andmemudelisse. Uuringus ei kasutata t=C3=A4ielikke = tekste ning neid tekste, kus puudub vajalik informatsioon, vaid ainult = seda fakti, mis on tekstist leitud (nt inimene on suitsetaja v=C3=B5i = inimese seisundit kirjeldav ECOG kood on 2). See faktide eraldamine tehakse EST-Health-30 - Eesti terviseandmete v=C3=A4=C3=A4rindamine = uuringu 1 etapis (andmete standardiseerimine).

 

Konkreetne uuringu n=C3=A4ol on tegemist = rahvusvahelise uuringuga, mille esimeses sammus eraldatakse erinevate = v=C3=A4hidiagnoosiga isikud andmebaasist (uuritavad) ning enamus = edasised anal=C3=BC=C3=BCsid tehakse nende isikute peal. =C3=9Cks = uurimisk=C3=BCsimus on kirjeldada ka v=C3=A4hile eelnevat perioodi k=C3=B5igi erinevate = meditsiinis=C3=BCndmuste osas, seega me ei saa v=C3=A4listada erinevaid = andmev=C3=A4ljasid kuna see looks kallutatud vaate v=C3=B5rreldes teiste = riikide andmetega. Kuna arvutatakse ka esmahaigestumise sagedust = (v=C3=A4ljendab uute haigusjuhtude arvu rahvaarvu suhtes mingil ajavahemikul) ja =C3=BCldist = esinemissagedust andmebaasist, mille korral on vaja kasutada kogu = andmestiku.

 

Tulemuste v=C3=A4ljastamisel tagame, et uuringus = kasutatud andmed vastavad protokollis esitatud = andmepunktidele.

 

4) Kas kulut=C3=B5hususe, sotsiaalse seisundi = v=C3=B5i muude t=C3=A4iendavate anal=C3=BC=C3=BCside teostamine kuulub = k=C3=A4esoleva uuringu eesm=C3=A4rkide hulka?

 

Vastus: K=C3=A4esoleva uuringu eesm=C3=A4rkide = hulka ei kuulu kulut=C3=B5hususe, sotsiaalse seisundi v=C3=B5i muude = t=C3=A4iendavate anal=C3=BC=C3=BCside teostamine.

 

5) Kas ja millises ulatuses kasutatakse = k=C3=A4esoleva uuringu raames andmeid metoodikate arendamiseks, sh = tehisintellekti v=C3=B5i masin=C3=B5ppe meetodite = rakendamiseks?

 

Vastus: =E2=80=9CElanikkonnas aja jooksul = toimunud..=E2=80=9D uuringus olevaid andmeid ei kasutata tehisintellekti = metoodika arendamiseks (sh tehisintellekti v=C3=B5i masin=C3=B5ppe = meetodite rakendamiseks).

 

6) Milliste kriteeriumide alusel on hinnatud = andmete vajalikkust ning kuidas on tagatud, et t=C3=B6=C3=B6deldakse = =C3=BCksnes uuringu eesm=C3=A4rgi saavutamiseks v=C3=A4ltimatult = vajalikku andmestikku?

Palun esitada t=C3=A4psustused ja vajadusel = korrigeeritud andmekoosseis, mis vastab andmete minimeerimise = p=C3=B5him=C3=B5ttele.

 

Vastus: K=C3=A4esolev uuring on osa = rahvusvahelisest OMOP-v=C3=B5rgustiku uuringust, kus meie roll on = andmepartnerina k=C3=A4ivitada uuringu protokollile vastav = standardiseeritud anal=C3=BC=C3=BCsikood oma OMOP andmemudelis (CDM) = olevatel EST-Health-30 andmetel. Nii on andmete minimeerimine tagatud juba uuringu = disainiga.

  

T=C3=B6=C3=B6deldavate andmete koosseisu ei = m=C3=A4=C3=A4ra kohapealne valik, vaid uuringu protokoll, mis on = eetikakomitee poolt heaks kiidetud, ja sellega kaasnev = anal=C3=BC=C3=BCsikood. Kood p=C3=B6=C3=B6rdub =C3=BCksnes protokollis = m=C3=A4=C3=A4ratletud uuringukohordi ja andmev=C3=A4ljade poole, mis on uurimisk=C3=BCsimustele vastamiseks v=C3=A4ltimatult vajalikud. = Andmete vajalikkuse hindamise kriteerium on seega tunnuse seos = protokollis defineeritud anal=C3=BC=C3=BCsiga.

 

Patsiendi tasemel andmete minimeerimine ja = privaatsus on tagatud j=C3=A4rgnevate meetoditega:

Antud uuringus on patsiendi tasemele andmetele = turvalises andmet=C3=B6=C3=B6tluskeskkonnas  ligip=C3=A4=C3=A4s = ainult uurijatel, kes on, lisaks k=C3=A4esolevas uuringus vastutava = uurija v=C3=B5i uuringu l=C3=A4biviijana kirjas olemisele, kantud ka = antud andmestiku loomiseks esitatud taotlusele =E2=80=9CEST-Health-30 - Eesti terviseandmete = v=C3=A4=C3=A4rindamine=E2=80=9D.

 

Patsiendi tasemel andmed ei v=C3=A4lju = turvalisest andmet=C3=B6=C3=B6tluskeskkonnast, anal=C3=BC=C3=BCs viiakse = l=C3=A4bi lokaalselt. Uuringu koordinaatorile edastatakse =C3=BCksnes = protokollis ette n=C3=A4htud agregeeritud, isikustamata tulemused. Enne = tulemuste v=C3=A4ljasaatmist kontrollime, et v=C3=A4ljund sisaldaks ainult uuringu eesm=C3=A4rgi = saavutamiseks vajalikke agregeeritud tulemusi ning et alla 5 inimese = j=C3=A4=C3=A4vad v=C3=A4ikesed sagedused oleksid = summutatud.

 

Sellises hajusanal=C3=BC=C3=BCsi mudelit = j=C3=A4rgival uuringul ei oleks tervest CDM andmebaasist protokollis = nimetatud tunnustega kitsendatud andmekogu eelnev v=C3=A4ljav=C3=B5tmine = p=C3=B5hjendatud: anal=C3=BC=C3=BCsikood p=C3=B6=C3=B6rdub niigi = =C3=BCksnes vajalike andmete poole ning eraldi koopia loomine =C3=BCksnes suurendaks isikuandmete jalaj=C3=A4lge, = v=C3=A4hendamata seejuures andmesubjektide privaatsusriski. Andmete = minimeerimine on k=C3=A4esolevas mudelis tagatud sellega, et turvalisest = andmet=C3=B6=C3=B6tluskeskkonnnast v=C3=A4ljuvad =C3=BCksnes = agregeeritud ja v=C3=A4ltimatult vajalikud statistilised tulemused, mitte patsiendi tasemel = andmed.

 

 

 

Head soovides

Kaia Kask

 

 

From: Carmen M=C3=A4e - SOM <carmen.mae@sm.ee>
Sent: Tuesday, June 2, 2026 4:23 PM
To: Kaia Kask <kaia.kask@ut.ee>; Info - SOM = <info@sm.ee>
Cc: Raivo Kolde <raivo.kolde@ut.ee>; Marek Oja = <marek.oja@ut.ee>
Subject: RE: Loa k=C3=BCsimine uuringule =E2=80=9CElanikkonnas = aja jooksul toimunud muutused erinevate v=C3=A4hivormide levimuses, = esinemissageduses ja patsientide elluj=C3=A4=C3=A4mises - uuring OHDSI = andmev=C3=B5rgustikul=E2=80=9D

 

Tere!

 

T=C3=A4name teid = esitatud taotluse ning p=C3=B5hjaliku andmekoosseisu kirjelduse = eest!

 

Olen taotluse = l=C3=A4bi vaadanud ning taotluse hindamisel ilmnes siiski vajadus = t=C3=A4psustada esitatud andmete mahtu ja p=C3=B5hjendatust, = eelk=C3=B5ige seoses andmete minimeerimise p=C3=B5him=C3=B5ttega ning = uuringu eesm=C3=A4rgi ja taotletud andmekoosseisu vastavusega. Taotluses on mitmes kohas viidatud andmete = kasutamisele laiemate anal=C3=BC=C3=BCside jaoks (nt raviteekondade = anal=C3=BC=C3=BCs, metodoloogiate arendamine, sh tehisintellekti = meetodid, ning majandusliku ja sotsiaalse m=C3=B5ju hindamine), mis = tulenevad EST=E2=80=91Health=E2=80=9130 uuringu =C3=BCldistest eesm=C3=A4rkidest. = Samas ei n=C3=A4htu esitatud taotlusest piisava selgusega, kas ja = millises ulatuses nimetatud anal=C3=BC=C3=BCsid kuuluvad k=C3=A4esoleva = konkreetse uuringu raamesse, mille p=C3=B5hieesm=C3=A4rk on kirjeldada = v=C3=A4hivormide levimust, esinemissagedust ja elulemust.

 

Lisaks juhin = t=C3=A4helepanu, et mitmete andmev=C3=A4ljade puhul on nende vajalikkust = p=C3=B5hjendatud =C3=BCldise v=C3=A4itega, et need on vajalikud = tervises=C3=BCndmuste ja nende j=C3=A4rjekorra tuvastamiseks v=C3=B5i = raviteekondade anal=C3=BC=C3=BCsimiseks. Esitatud p=C3=B5hjendused on valdavalt =C3=BCldised ning ei = v=C3=B5imalda hinnata konkreetsete andmev=C3=A4ljade v=C3=A4ltimatut = vajalikkust k=C3=A4esoleva uuringu eesm=C3=A4rkide saavutamiseks. Eriti = puudutab see andmekategooriaid, kus on m=C3=A4rgitud vajadus kasutada = =E2=80=9Ek=C3=B5iki andmeid=E2=80=9C (nt anamnees, objektiivne leid, vabatekstilised m=C3=A4rkused jms), kuid ei ole = eristatud, millised andmed on otseselt vajalikud ning millised = =C3=BCksnes potentsiaalselt kasulikud.

 

Samuti esineb = vastuolu seoses tehisintellekti kasutamisega: taotluses on = m=C3=A4rgitud, et k=C3=A4esolevas uuringus tehisintellekti meetodeid ei = kasutata, kuid samas on andmete vajadust osaliselt p=C3=B5hjendatud = EST=E2=80=91Health=E2=80=9130 raames kavandatava metoodika arendamisega, mis h=C3=B5lmab ka = tehisintellekti meetodeid. Sellest tulenevalt ei ole =C3=BCheselt = arusaadav, kas ja millises ulatuses kasutatakse k=C3=A4esoleva taotluse = alusel t=C3=B6=C3=B6deldavaid andmeid ka metoodikate arendamise = eesm=C3=A4rgil.

 

T=C3=A4iendavalt = m=C3=A4rgin, et taotluses sisalduv =C3=BCldine kinnitus andmete = kasutamise kohta =C3=BCksnes uuringu eesm=C3=A4rkide saavutamiseks = vajalikus mahus ei ole t=C3=A4ielikult koosk=C3=B5las esitatud = andmekoosseisuga, kus mitmete andmekategooriate puhul on taotletud =E2=80=9Ek=C3=B5iki = andmeid=E2=80=9C ilma konkreetse v=C3=A4ljade tasandi = p=C3=B5hjenduseta.

 

Eeltoodust = tulenevalt palun teil esitada t=C3=A4psustused j=C3=A4rgmistes = k=C3=BCsimustes:

  • Millised taotluses viidatud = anal=C3=BC=C3=BCsid (nt raviteekonnad, majanduslik m=C3=B5ju, sotsiaalne = staatus, metoodikate arendamine) kuuluvad k=C3=A4esoleva konkreetse = uuringu ulatusse ning millised mitte?
  • Millised konkreetsed andmev=C3=A4ljad on = uuringu p=C3=B5hieesm=C3=A4rkide (v=C3=A4hi levimus, esinemissagedus ja = elulemus) saavutamiseks v=C3=A4ltimatult vajalikud, eriti nende = andmekategooriate osas, kus on m=C3=A4rgitud =E2=80=9Ek=C3=B5ik = andmed=E2=80=9C?
  • Kas = ja millises ulatuses on v=C3=B5imalik piirata andmekoosseisu, = v=C3=A4listades andmed, millel puudub otsene seos uuringu = p=C3=B5hieesm=C3=A4rkidega (nt vabatekstilised v=C3=A4ljad, t=C3=A4ielik = anamnees, muu mitteseotud terviseinfo)?
  • Kas kulut=C3=B5hususe, sotsiaalse seisundi = v=C3=B5i muude t=C3=A4iendavate anal=C3=BC=C3=BCside teostamine kuulub = k=C3=A4esoleva uuringu eesm=C3=A4rkide hulka?
  • Kas ja millises ulatuses kasutatakse = k=C3=A4esoleva uuringu raames andmeid metoodikate arendamiseks, sh = tehisintellekti v=C3=B5i masin=C3=B5ppe meetodite = rakendamiseks?
  • Milliste kriteeriumide alusel on hinnatud = andmete vajalikkust ning kuidas on tagatud, et t=C3=B6=C3=B6deldakse = =C3=BCksnes uuringu eesm=C3=A4rgi saavutamiseks v=C3=A4ltimatult = vajalikku andmestikku?

 

Palun esitada = t=C3=A4psustused ja vajadusel korrigeeritud andmekoosseis, mis vastab = andmete minimeerimise p=C3=B5him=C3=B5ttele.

 

Lugupidamisega

 

Carm= en M=C3=A4e

N=C3= =B5unik

 

Sots= iaalministeerium

Suur= -Ameerika 1

1012= 2 Tallinn

www.sm.ee

=

 

From: Kaia Kask <kaia.kask@ut.ee>
Sent: Friday, May 15, 2026 4:43 PM
To: Info - SOM <info@sm.ee>
Cc: Raivo Kolde <raivo.kolde@ut.ee>; Marek Oja = <marek.oja@ut.ee>
Subject: Loa k=C3=BCsimine uuringule =E2=80=9CElanikkonnas aja = jooksul toimunud muutused erinevate v=C3=A4hivormide levimuses, = esinemissageduses ja patsientide elluj=C3=A4=C3=A4mises - uuring OHDSI = andmev=C3=B5rgustikul=E2=80=9D

 

T=C3=A4helepanu! Tegemist on v=C3=A4lisv=C3=B5rgust = saabunud kirjaga.
Tundmatu saatja korral palume linke ja faile mitte = avada.

Lp Sotsiaalministeerium

 

Eesti bioeetika ja inimuuringute n=C3=B5ukogu = (EBIN) on andnud loa uuringu =E2=80=9CElanikkonnas aja jooksul toimunud = muutused erinevate v=C3=A4hivormide levimuses, esinemissageduses ja = patsientide elluj=C3=A4=C3=A4mises - uuring OHDSI = andmev=C3=B5rgustikul=E2=80=9D jaoks (24. m=C3=A4rts 2026 nr 1.1-12/837).

 

Uuringu eesm=C3=A4rk on anal=C3=BC=C3=BCsida = Eesti elanikkonna erinevate v=C3=A4hivormide (va mittemelanoomne = nahav=C3=A4hk) levimust ja esinemissagedust ning hinnata patsientide = l=C3=BChi- ja pikaajalist elluj=C3=A4=C3=A4mist.

 

Uuring toimub OHDSI v=C3=B5rgustikus viies = riigis, sh Eestis. Kasutatakse EST-Health-30 andmeid, et kirjeldada = erinevate v=C3=A4hivormide (va mittemelanoomne nahav=C3=A4hk) levimust = ja esinemissagedust ning hinnata patsientide l=C3=BChi- ja pikaajalist = elluj=C3=A4=C3=A4mist Eestis 2012=E2=80=932026. EST-Health-30 andmestiku aluseks on 30% = juhuvalim Eestis alates 2012. Aastast tervishoiuteenuseid tarbinud Eesti = elanikest (andmesubjektid), mille suurus on hetkel ~488 000 = inimest.

 

Uuringu l=C3=A4biviimiseks kasutatakse = EST-Health-30 uuringu andmestikku. Vastavalt EST-Health-30 uuringu = eetikakomitee taotlusele (1.1-12/2793) ja Sotsiaalministeeriumi loale = (1.5-20/2833-2) on meil lisaks eetikakomitee loale kohustus k=C3=BCsida EST-Health-30 uuringu puhul t=C3=A4iendavate uurimisk=C3=BCsimuste = uurimiseks luba ka Sotsiaalministeeriumilt.

 

K=C3=A4esolevaga palume Sotsiaalministeeriumilt = luba =C3=BClaltoodud uuringu l=C3=A4biviimiseks.

 

Eetikakomitee otsus, mis sisaldab m.h uuringu = taotlust, on lisatud k=C3=A4esolevale kirjale (digidoc konteiner = manuses). Uuringu l=C3=A4biviimine ei vaja t=C3=A4iendavaid = andmev=C3=A4ljastusi ega t=C3=A4iendavat EBIN luba, vaid justnimelt = andmeomaniku ehk Sotsiaalministeeriumi luba.

 

Kinnitame, et andmete taotlemisel oleme = l=C3=A4htunud eesm=C3=A4rgip=C3=A4rasuse ja v=C3=B5imalikult = v=C3=A4heste andmete kogumise p=C3=B5him=C3=B5tetest.

 

Tegemist on rahvusvahelise uuringuga, mille = raames viime l=C3=A4bi anal=C3=BC=C3=BCsi standardiseeritud = uuringukoodiga: meile antakse uuringukood, mille k=C3=A4ivitame oma = andmetel ning valideerime tulemuste vastavust protokollile. = K=C3=A4esoleva uuringu raames v=C3=A4ljastatakse ainult protokollis ette n=C3=A4htud informatsiooni = protokollis defineeritud uuritavate kohta.

 

Vastavalt uuringu protokollile on vajalikud = j=C3=A4rgmised andmeallikad:

  • Epikriisid (ambulatoorne, statsionaarne, kodu- ja iseseisva = statsionaarse =C3=B5enduse, kodu=C3=B5enduse ning p=C3=A4evaravi = epikriisid), saatekirjad ja saatekirja vastused sisaldavad kliiniliselt detailset infot diagnooside, v=C3=A4hi staadiumi ja leviku (nt = TNM-klassifikatsiooni), anal=C3=BC=C3=BCside ja protseduuride tulemuste = ning raviskeemide kohta. See info on oluline nii uuringugruppide = defineerimisel kui ka kirjeldamisel.
  • Retseptide ja immuniseerimise andmeid kasutatakse uuritavate = ravimikasutuse kirjeldamiseks ja uuringugruppide = v=C3=B5rdlemiseks.
  • V=C3=A4hiregistri = andmed on vajalikud v=C3=A4hi diagnoosi = tuvastamiseks.
  • Surma p=C3=B5hjuste = registri andmed on vajalikud surma fakti ja p=C3=B5hjuse = tuvastamiseks.

 

 

Uurijate nimel

 

Kaia Kask, PhD

Juhiabi/Assistant

Andmeteaduse =C3=B5ppetool/Chair of Data = Science

Arvutiteaduse instituut/ Institute of Computer = Science 

Tartu =C3=9Clikool/ University of Tartu  =

Narva mnt 18

51009 Tartu

ESTONIA

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