Case Phunziro

Kupanga deta yopangira kugawana deta ndi Lifelines

Za kasitomala

Lifelines, ikuchita kafukufuku wamagulu osiyanasiyana kuyambira 2006 ndi otenga nawo mbali opitilira 167,000 kuti atolere zofunikira ndi zitsanzo. Deta iyi ikugwirizana ndi moyo, thanzi, umunthu, BMI, kuthamanga kwa magazi, luntha lachidziwitso, ndi zina. Lifelines imapereka deta yofunikirayi, ndikupangitsa kuti ikhale yofunikira kwa ofufuza adziko lonse ndi apadziko lonse, mabungwe, opanga ndondomeko, ndi ena omwe amakhudzidwa nawo omwe nthawi zambiri amaganizira za kupewa, kulosera, kufufuza, ndi kuchiza matenda.

Mkhalidwe

Monga biobank ili pacholinga chofuna kuti zidziwitso zake zizipezeka mosavuta kwa ofufuza, mabungwe, opanga mfundo, ndi ena okhudzidwa, kukhala ndi njira zothetsera zinsinsi za omwe akutenga nawo mbali ndikofunikira. Chifukwa chake, a Lifelines amalumikizana ndi Syntho kuti apange deta, potero imathandizira kupezeka kwake ndikusunga zinsinsi za omwe akutenga nawo mbali. Monga njira ina yogwiritsira ntchito deta yeniyeni, aliyense tsopano ali ndi mwayi wogwira ntchito ndi deta yopangira. Aliyense amene ali ndi chidwi ndi deta akulimbikitsidwa kuti apeze zambiri ndi chithandizo.

Yankho

Ponena za kutengera mayankho atsopano, Lifelines inkafuna kuwunika Synthetic Data ndi Syntho pochita pogwiritsa ntchito kafukufuku woyamba. Apa, idavomereza zopangira zopangidwa kuchokera ku Syntho pa kulondola, zachinsinsi, komanso kugwiritsa ntchito mosavuta poyerekeza ndi mayankho otseguka ndi mayankho amalonda. Pano, ponena za kukhazikitsidwa, malo ndi deta yotalikirapo ndizofunikira. Monga zowonera mozembera, titha kuwona kugawidwa kwa ma code a positi a omwe atenga nawo gawo paza data yeniyeni, data yopangira, ndi chithunzi chofananiza pakati pa data yeniyeni ndi data yopangidwa. Pamene ma graph amalumikizana kwambiri, adamalizidwa ndi Lifelines kuti kukhulupirika ndi kulondola zimasungidwa. Popeza ichi ndi chinthu chimodzi chokha monga gawo la kuwunikaku, zotsatira zina zimapezeka mukafunsidwa.

Njira zamoyo za Syntho

Ofufuza, mabungwe, opanga mfundo, ndi ena omwe akuchita nawo ntchito tsopano ali ndi mwayi wolandira zidziwitso zopanga

Kuwunika bwino kwa deta yopangidwa ndi Syntho ndi gawo lofunikira kwambiri la Lifelines pakugwiritsa ntchito mayankho atsopano kuti deta yawo ipezeke bwino ndikusunga zinsinsi za omwe atenga nawo mbali. Chifukwa chake, Lifelines imagwiritsa ntchito deta yopangidwa kuti ipange zosunga zobwezeretsera zomwe zimawonetsa kuchuluka kwa data yeniyeni popanda kusokoneza zinsinsi za omwe atenga nawo mbali. Chifukwa chake, ofufuza, mabungwe, opanga mfundo, ndi ena omwe ali ndi chidwi ndi detayi tsopano ali ndi mwayi wolandira ma dataset opangidwa makonda, opangidwa mogwirizana ndi Syntho. Pogwiritsa ntchito deta yopangidwa, Lifelines imathandizira kupeza deta ndikufulumizitsa kafukufuku ndikusunga chitetezo chapamwamba kwambiri chachinsinsi kwa omwe akutenga nawo mbali. Izi zikuwonetsa kudzipereka kwawo pakupititsa patsogolo sayansi komanso kusunga zinsinsi.

Ubwino wake

Kufikira mwachangu kwa data

Dongosolo la Synthetic limalola kuti deta ifike mwachangu pochepetsa zolemba ndi njira zotsatirira. Izi zimathandiza ogwiritsa ntchito deta kuti asanthule mwachangu, kuyezetsa kongoyerekeza mwachangu, ndi zotsatira zaposachedwa, popanda kuchedwa chifukwa cha kutsatira njira.

Sungani zinsinsi za omwe akutenga nawo mbali

Mwa kuphatikizira deta yopangidwa, chidziwitso cha omwe akutenga nawo mbali chimakhalabe chotetezeka, kuteteza tsatanetsatane wawo bwino. Njira zowonjezerera zinsinsi, monga deta yopangira, zimalimbitsa chidaliro mwa omwe atenga nawo gawo kuti deta yawo ndi yotetezedwa, zomwe zimalimbikitsa kutenga nawo gawo mwachangu pantchito zofufuza. Izi zimalimbikitsa kudalira biobank iyi ngati chida chodalirika komanso chodalirika, ndikupititsa patsogolo kutengapo gawo.

Kupezeka kwa data

Dongosolo lachidziwitso limatsegula mwayi watsopano wogawana zambiri ndi mabungwe omwe sangakonde kupeza zenizeni kapena kukhala ndi data yochepa. Njirayi imalola kuwonjezereka kwa deta pamene mukuchepetsa zoopsa zomwe zimagwirizanitsidwa ndi kugawana deta yeniyeni.

Onanitu data musanagule ndi kalozera wa dataue

Ndi malonda a data, ogula nthawi zambiri amakonda kuwoneratu deta asanagule zinthu ngati malo a sandbox. Komabe, kugwiritsa ntchito deta yeniyeni pazowoneratu kumakhala kovuta chifukwa chotsatira zofunikira zamapepala komanso chiopsezo chochepetsa mtengo ngati wasinthanitsidwa kale. Munthu atha kuthana ndi zovutazi pogwiritsa ntchito kabukhu kakang'ono kazinthu zopangira, zomwe zimalola ogula kuti aziwoneratu zomwe zili bwino, potero kupititsa patsogolo malonda.

Organization: Maulendo

Location: The Netherlands

Makampani: Chisamaliro chamoyo

kukula: Ogwira ntchito 100+

Kugwiritsa ntchito: Zosintha

Zomwe mukufuna: Mbiri yakale ya Healthcare 

Website: Pa pempho

Synthetic Data in Healthcare cover

Sungani zomwe mwapanga mu lipoti lazaumoyo!