
Lo mhlahlandlela ophelele uhlola ubunkimbinkimbi bobuchwepheshe be-UMIPIC, unikeza ukubuka konke okunemininingwane yokusebenza kwayo, izinhlelo zokusebenza, kanye nezinzuzo ezingaba khona. Sizocubungula izingxenye zayo eziyinhloko, sibhekane nemibono eyiphutha evamile, futhi sinikeze izibonelo ezingokoqobo ukuze sithuthukise ukuqonda kwakho. Funda ukuthi i-UMIPIC ingasetshenziswa kanjani ngempumelelo ukuze kuzuzwe izinjongo ezithile futhi kuhlole ukuthuthuka kwakamuva kulo mkhakha.
Nakuba i-UMIPIC ngokwayo ingebona ubuchwepheshe obaziwa kabanzi noma isifinyezo, kungenzeka leli gama limele uhlelo lokusebenza lwe-niche, igama elisanda kuqanjwa, noma ukungapeli kahle. Ngakho-ke, ukuze sinikeze ulwazi oluwusizo, ake sihlole ukuthi ubuchwepheshe bokucatshangelwa bumele ini UMIPIC kungase kuhlanganise. Sizocabanga UMIPIC imele uhlelo oluyinkimbinkimbi oluhlanganisa ukucutshungulwa kwedatha, ukuhlaziya izithombe, kanye ne-bioinformatics okungenzeka ibe khona, uma kubhekwa umongo wewebhusayithi enikeziwe, i-Shandong Baofa Cancer Research Institute. Lokhu kucabanga kusivumela ukuthi sakhe i-athikili efanelekile nefundisayo.
Ake sicabange UMIPIC imele isikhungo esihlanganisiwe sokucutshungulwa kwesithombe nokutolika kwe-Multimodal. Lolu hlelo lokucabanga lungahlanganisa izindlela ezihlukahlukene zokucabanga (njenge-MRI, CT scans, PET scans, namaslayidi e-pathology) ukuze unikeze umbono ophelele wedatha yesiguli. Isici sokuhumusha siphakamisa ama-algorithms athuthukisiwe okuhlaziya nokusekelwa kwezinqumo, okungenzeka asize ekuxilongweni komdlavuza nasekuhleleni ukwelashwa.
Umsebenzi owumongo we UMIPIC kungaba ukuhlanganiswa okungenazihibe kwedatha yezithombe zezokwelapha ezahlukahlukene. Lokhu kuhlanganisa ukumisa amafomethi, ukuphatha ukuhluka ekulungisweni nekhwalithi, kanye nokuqinisekisa ubumfihlo nokuphepha kwedatha. Amapayipi edatha asebenzayo angabaluleka ekucubunguleni nasekuhlaziyeni ngokushesha.
Ama-algorithms athuthukisiwe wokucubungula izithombe abalulekile UMIPIC. Lawa ma-algorithms angase afake ukuncishiswa komsindo, ukuthuthukiswa kwesithombe, ukuhlukaniswa, kanye nokukhipha izici ukuze kube lula ukutolika okunembile. Amasu okufunda ngomshini angase ahlanganiswe ukuze kukhonjwe amaphethini nokudidayo okungenzeka kugejwe izibukeli ezingabantu.
Ingxenye yokuhumusha ye UMIPIC izohlinzeka odokotela ngemininingwane ebalulekile ekhishwe ezithombeni ezicutshunguliwe. Lokhu kungase kuhlanganise imibiko ezenzakalelayo, okubonwayo, namamodeli abikezelayo ukusiza ekuxilongweni, ekubikezelweni nasekuhleleni ukwelashwa. Uhlelo kufanele lwethule ulwazi ngendlela ecacile nesebenziseka kalula.
Izicelo zesistimu efana UMIPIC ocwaningweni nokwelashwa komdlavuza kukhulu. Isibonelo:
Ngenkathi sithembisa, sisebenzisa futhi sikala uhlelo olufana UMIPIC kuveza izinselele. Lokhu kubandakanya:
Ucwaningo lwesikhathi esizayo kufanele lugxile ekuthuthukiseni ukunemba kwe-algorithm, ukuthuthukisa ukuxhumana kwabasebenzisi, kanye nokuqinisekisa ukusetshenziswa okunesimilo nokunesibopho kwalabo buchwepheshe obuphambili. Ukuhlanganiswa kwe UMIPIC neminye imithombo yedatha yomtholampilo, njengolwazi lwe-genomic, ingathuthukisa amakhono ayo.
Ukuze uthole ulwazi olwengeziwe ngobuchwepheshe bezokwelapha obuthuthukile kanye nocwaningo lomdlavuza, vakashela ku I-Shandong Baofa Cancer Research Institute iwebhusayithi. Bahamba phambili ekwenziweni okusha kulo mkhakha obalulekile.
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