Kubonakala sengathi izolo nje besikhuluma ngama-algorithms njengento evela enganekwaneni yesayensi, kodwa iqiniso liwukuthi ubuhlakani bokwenziwa bungene emikhubeni yethu yezokwelapha cishe bungabonakali. ESpain, isimo sishintsha ngokushesha, futhi kufanele, njengoba lobu buchwepheshe busuke ekubeni yisithembiso baba yi- amandla ashukumisayo ocwaningo lwezokwelapha kanye nokwakhiwa kwemithi emisha. Akukhona nje kuphela mayelana nokucubungula idatha yemishini, kodwa ushintsho olukhulu endleleni esiqonda ngayo impilo yethu kanye nendlela ochwepheshe ababhekana ngayo nezifo ezazisixaka.
Ukusetshenziswa kwala mathuluzi kusenza sikwazi ukuyeka ukwelashwa okuvamile futhi sigxile kulokho okubaluleke ngempela: isiguli ngasinye. Asisakhulumi ngomuthi kadokotela ofanela wonke umuntu, kodwa sikhuluma ngawo. vumelanisa ukungenelela ngakunye nofuzo kanye nezidingo ezithile zomuntu ngamunye. Lokhu kushintshela kumodeli enembile kakhulu kuvula iminyango eyayivaliwe ngokuqinile ngaphambili, ikakhulukazi ezindaweni ezibucayi njenge-oncology kanye nokuhlaziywa kwezifo eziyinkimbinkimbi, lapho isivinini kanye nokunemba ekuxilongweni kubaluleke kakhulu.
Isiguli sedijithali kanye noshintsho ekuthembekeni kwezempilo
Kuyamangaza ukubona ukuthi ubudlelwano phakathi kwezakhamuzi nobuchwepheshe buthuthuke kanjani emkhakheni wezokunakekelwa kwempilo. Cabanga ngalokhu: cishe ama-42% abantu baseSpain manje basebenzisa amamodeli olimi namathuluzi okukhiqiza ukuze bazame ukuphendula imibuzo yabo mayelana nenhlalakahle. Lesi simo sibalulekile, njengoba sibonisa ukugudluka egunyeni lendabuko; ezimweni eziningi, isiguli sifika ekubonisaneni no uhlaka lolwazi lwangaphambilini etholwe ngokusebenzisa isikhombikubona sedijithali, okubonisa ukuthi Ubuchwepheshe busondeza odokotela neziguli ndawonyeLokhu kuphoqa odokotela ukuba bazivumelanise nezimo futhi babuze ngokusobala lokho abakufundile noma lokho umshini obatshele kona ukuze bahlanganise lezo zimpendulo.
Kodwa-ke, lokhu kufinyelela ulwazi ngokushesha kunezinkinga zako. Sivame ukuhlangana nalokho ochwepheshe abakubiza ngokuthi ukungaqondakali okungamanga: uhlelo lunikeza izimpendulo ezihambisanayo nezihlelekile kahle ezithi bangakha umbono wokuqonda Ngamafuphi, yize i-AI ingamqinisekisa umsebenzisi ngesikhathi sokungaqiniseki, ayinalo ikhono lokuzwa, ukuhumusha izimpawu zokucindezeleka, noma ukwazi ukuvela kwesikhathi eside kwesiguli, into engenziwa kuphela nguchwepheshe wenyama negazi ngeziqinisekiso.
Imithi eyenzelwe wena njengomumo wezokwelapha
Enye yezindawo lapho ubuhlakani bokwenziwa bukhanya khona ngempela kusekuthuthukisweni kwezokwelapha ezenzelwe umuntu ngamunye. Ngenxa yokucutshungulwa kwemininingwane eminingi yezakhi zofuzo, ochwepheshe bayakwazi ukuhlonza amaphethini angabonwanga ngaphambilini. Ezivivinyweni zesimanje zemitholampilo, ukufunda komshini kuvumela ukusheshisa ukuxilongwa nokuthola imiphumela Kuqine kakhulu ngesikhathi esirekhodiwe. Lokhu kubaluleke kakhulu ekudalweni kwemigomo kanye nezindlela zokwelapha eziqondiwe, lapho isivinini sesenzo ngemva kokuhlolwa kwegazi singenza umehluko omkhulu ekukhuleni kwesimila.
Leli khono lokubikezela alisizi nje kuphela ukukhetha indlela yokwelapha engcono kakhulu, kodwa futhi livumela odokotela ukuthi baqonde isizathu ngemuva kwesincomo ngasinye. Ukuhlanganiswa kwe-AI ekwakhiweni kwezinqubo zomdlavuza kwenza kube nokunemba okuqondile. amaphuzu abuthakathaka amangqamuzana esimilaNoma kunjalo, kuyalulekwa ukuthi uqaphele futhi ungaphuthelwa, njengoba iningi lalezi ntuthuko lisasesigabeni sokuqinisekiswa futhi lidinga iziqondiso ezivunyelwene ngazo ukuqinisekisa ukuthi zingamathuluzi aphephile ngokuphelele ngaphambi kokusetshenziswa ngezinga elikhulu ezibhedlela zaseYurophu.
Idatha ehlukanisiwe: inselele enkulu embonini
Naphezu kwakho konke okusemandleni, akusikho ukukhanya kwelanga nezimbali kuphela. Inkinga yangempela yokuvimbela ukuhlakanipha kokwenziwa ukuthi kungabi namaphutha akuyona i-algorithm ngokwayo, kodwa ikhwalithi yolwazi oluyitholayo. Emkhakheni wezokunakekelwa kwempilo, sibhekene ne- ukuhlukaniswa okukhulu kwedatha yezokwelaphaLawa marekhodi avame ukusabalala kuma-PDF, amanothi abhalwe ngesandla adijithali, noma izinhlelo zekhompyutha ezindala ezingaxhumani. Ngaphandle kokuhlanganiswa kwangempela kwala marekhodi, ngisho nobuhlakani obunamandla kakhulu emhlabeni buzolwela ukuba wusizo nsuku zonke.
Ukuze kuxazululwe le nkinga, ubuchwepheshe obuvumela amamodeli ukuthi ahlole izizindalwazi ezithile nezisesikhathini ngaphambi kokunikeza impendulo buyathandwa. Le ndlela inciphisa kakhulu ingozi yamaphutha futhi iqinisekisa ukuthi ithuluzi lithembele kudatha ethembekile. ulwazi oluyiqiniso noluqinisekisiwe oluvela ezikhungweni kwezokwelapha. Ekugcineni, umgomo ukuguqula leyo ngxubevange yedatha ehlakazekile ibe ulwazi oluhlelekile olunikeza ukwesekwa kwangempela kudokotela we-radiology noma kudokotela womndeni, okwenza isikhathi sabo sibe ngcono futhi kuthuthukiswe ukunemba kokuxilongwa okubonakalayo.
Ikusasa lezempilo yethu ngokungenakugwenywa lincike ekubambisaneni okuseduze phakathi kokwahlulela komuntu kanye namandla okubala ama-algorithm. Nakuba ubuchwepheshe buthuthuka ngokungaphezi, kuvunyelwana ngokuthi umshini awukwazi ukushintsha isibopho Okuhlangenwe nakho okungokomzwelo nokwezokwelapha kochwepheshe. Ubuhlakani bokwenziwa kufanele bubonwe njengomsindisi wokuphila ekuphatheni imisebenzi eyinkimbinkimbi nokuhlaziya inani elikhulu ledatha, okuvumela udokotela ukuthi aphinde abe nendima yakhe ebalulekile ekunakekelweni kweziguli okuqondile nobuntu, okuqinisekisa njalo ukuziphatha okusobala kanye nomthwalo wemfanelo kuzo zonke izinqumo ezenziwe.