Ucwaningo lwesigameko
Ukwenziwa kwedatha yokwenziwa yokwabelana ngedatha ne-Lifelines
Mayelana neklayenti
I-Lifelines, yenza ucwaningo lweqembu lezizukulwane eziningi kusukela ngo-2006 olunababambiqhaza abangaphezu kuka-167,000 ukuze baqoqe idatha efanele namasampula ezinto eziphilayo. Le datha ihlobene nendlela yokuphila, impilo, ubuntu, i-BMI, umfutho wegazi, amakhono okuqonda, nokuningi. I-Lifelines inikeza le datha ebalulekile, okuyenza ibe insiza ebalulekile kubacwaningi bakazwelonke nabamazwe ngamazwe, izinhlangano, abenzi benqubomgomo, nabanye ababambiqhaza abavame ukugxila ekuvimbeleni, ekubikezeleni, ekuxilongeni nasekwelapheni izifo.
Isimo
Njengoba i-biobank isemkhankasweni wokwenza idatha yayo ifinyeleleke kakhudlwana kubacwaningi, izinhlangano, abenzi bezinqubomgomo, nabanye ababambiqhaza, ukuba nezixazululo zamasu ezikhona zokuvikela ubumfihlo babahlanganyeli kubalulekile. Ngakho-ke, i-Lifelines isebenzisana ne-Syntho ukuze ihlanganise idatha, ngaleyo ndlela ithuthukise ukufinyeleleka kwayo futhi ilondoloze ubumfihlo babahlanganyeli. Njengenye indlela yokusebenzisa idatha yangempela, wonke umuntu manje usenethuba lokusebenza ngedatha yokwenziwa. Noma ubani onentshisekelo kudatha uyakhuthazwa ukuthi afinyelele ulwazi olwengeziwe nokusekelwa.
Isixazululo
Mayelana nokuthola izixazululo ezintsha, i-Lifelines yayifuna ukuhlola i-Synthetic Data kanye ne-Syntho ngokwenza ucwaningo lokuhlola lokuqala. Lapha, ivume idatha yokwenziwa evela ku-Syntho ngokunemba, ubumfihlo, kanye nokusebenziseka kalula uma kuqhathaniswa nezixazululo zomthombo ovulekile nezisombululo zezentengiso. Lapha, mayelana nesethi, indawo kanye nedatha yobude ibalulekile. Njengokubuka kuqala, singabona ukusatshalaliswa kwamakhodi eposi abahlanganyeli kwedatha yangempela, idatha yokwenziwa, kanye negrafu yokuqhathanisa phakathi kwedatha yangempela nedatha yokwenziwa. Njengoba amagrafu edlula eduze, kwaphethwa yi-Lifelines ukuthi ukwethembeka nokunemba kuyalondolozwa. Njengoba lena kuyisici esisodwa kuphela njengengxenye yalokhu kuhlola, eminye imiphumela iyatholakala uma iceliwe.
Abacwaningi, izinhlangano, abenzi benqubomgomo, nabanye ababambiqhaza manje banethuba lokuthola idathasethi yokwenziwa
Lokhu kuhlolwa ngempumelelo kwedatha yokwenziwa ekhiqizwe ngu-Syntho kuphawula isinyathelo esibalulekile esiya phambili se-Lifelines ekutholeni usizo lwezixazululo ezintsha zokwenza idatha yabo ifinyeleleke kakhudlwana kuyilapho kugcinwa ubumfihlo babahlanganyeli. Ngakho, i-Lifelines isebenzisa idatha yokwenziwa manje ukuze idale amasethi edatha okwenziwa afanekisa izici zezibalo zedatha yangempela ngaphandle kokufaka engozini ubumfihlo babahlanganyeli. Ngenxa yalokho, abacwaningi, izinhlangano, abenzi benqubomgomo, nabanye ababambiqhaza abanentshisekelo kule datha manje banethuba lokuthola amasethi edatha okwenziwa ngokwezifiso, akhiqizwe ngokubambisana ne-Syntho. Ngokwamukela idatha yokwenziwa, i-Lifelines ithuthukisa ukufinyelela kudatha futhi isheshisa ucwaningo kuyilapho igcina izinga eliphakeme kakhulu lokuvikelwa kobumfihlo kubahlanganyeli bayo. Lokhu kugcizelela ukuzibophezela kwabo kukho kokubili intuthuko yesayensi kanye nokulondolozwa kobumfihlo.
Izinzuzo
Ukufinyelela okusheshayo kudatha
Idatha yokwenziwa ivumela ukufinyelela ngokushesha kudatha ngokunciphisa amaphepha nezinqubo zokuthobelana. Lokhu kuvumela abasebenzisi bedatha ukuhlaziya okusheshayo, ukuhlolwa kwe-hypothesis okusheshayo, nemiphumela yangaphambili, ngaphandle kokubambezeleka okubangelwa izinqubo zokuthobela.
Londoloza ubumfihlo babahlanganyeli
Ngokuhlanganisa idatha yokwenziwa, ulwazi lwabahlanganyeli luhlala luvikelekile, luvikela imininingwane yabo ebucayi ngokuphumelelayo. Amasu okuthuthukisa ubumfihlo, njengedatha yokwenziwa, athuthukisa ukuzethemba kubahlanganyeli ukuthi idatha yabo ivikelekile, akhuthaze ukuhlanganyela kwabo okugcwele kumaphrojekthi ocwaningo. Lokhu kukhuthaza ukwethenjwa kule biobank njengesisetshenziswa esithembekile nesithenjwayo, okuqhubekisela phambili ukusheshisa ukuzibandakanya kwabahlanganyeli.
Ukufinyeleleka okukhulisiwe kwedatha
Idatha yokwenziwa ivula amathuba amasha okwabelana ngolwazi nezinhlangano okungenzeka zingancanyelwa ukufinyelela idatha yangempela noma ezingase zibe nokufinyelela kudatha encane. Le ndlela ivumela ukufinyeleleka kwedatha okwandisiwe kuyilapho kunciphisa ubungozi obuhlobene nokwabelana ngedatha yangempela.
Hlola kuqala idatha ngaphambi kokuthenga ngekhathalogi yedathaue
Ngokudayiswa kwedatha, abathengi abangaba abathengi bavame ukukhetha ukuhlola kuqala idatha ngaphambi kokuthenga into efana nemvelo ye-sandbox. Kodwa-ke, ukusebenzisa idatha yangempela yokuhlola kuqala kuba yinkinga ngenxa yokuthobela izidingo zamaphepha kanye nengozi yokwehlisa inani ledatha uma ishintshiwe kusengaphambili. Umuntu anganqoba lezi zinselele ngokusebenzisa ikhathalogi yedatha yokwenziwa, okuvumela abazoba abathengi ukuthi bahlole kuqala idatha kalula, ngaleyo ndlela athuthukise inqubo yokuthengisa.
Inhlangano: Izindlela zokuphila
Indawo: Abase Netherlands
Indzawo: Ukunakekela impilo
Usayizi: Abasebenzi abayi-100+
Icala lokusebenzisa: Ama-Analytics
Idatha eqondiwe: Idatha yomlando wokunakekelwa kwezempilo
Iwebhusayithi: Ku-Isicelo
Londoloza idatha yakho yokwenziwa embikweni wokunakekelwa kwezempilo!
- Hlola indima yedatha yokwenziwa emkhakheni wezokunakekelwa kwempilo
- Iyini idatha yokwenziwa futhi kungani izinhlangano zezempilo ziyisebenzisa?
- Izethenjwa zokwengeza izimo zokusetshenziswa kwezokunakekelwa kwezempilo (njengekhemisi, izibhedlela, ubuchwepheshe bezempilo, njll.)
