
Iyi mfashanyigisho yuzuye irasesengura ubuhanga bwikoranabuhanga rya UMIPIC, itanga incamake irambuye yimikorere yayo, imikoreshereze, ninyungu zishobora kubaho. Tuzacengera mubice byingenzi byingenzi, dukemure imyumvire itari yo, kandi dutange ingero zifatika zo kunoza imyumvire yawe. Wige uburyo UMIPIC ishobora gukoreshwa neza kugirango ugere ku ntego zihariye kandi ushakishe iterambere rigezweho murwego.
Mugihe UMIPIC ubwayo itari ikoranabuhanga ryamenyekanye cyane cyangwa mu magambo ahinnye, birashoboka ko iri jambo ryerekana icyerekezo cyiza, ijambo rishya ryahimbwe, cyangwa ryanditse nabi. Kubwibyo, gutanga amakuru yingirakamaro, reka dusuzume icyo tekinoroji ya hypothetique ihagarariwe UMIPIC Bikubiyemo. Tuzakeka UMIPIC Yerekana sisitemu ihanitse irimo gutunganya amakuru, gusesengura amashusho, hamwe na bioinformatics ishobora kuba, ukurikije imiterere y'urubuga rwatanzwe, Shandong Baofa Research Research Institute. Iki gitekerezo kiradufasha kubaka ingingo yingirakamaro kandi itanga amakuru.
Reka dutekereze UMIPIC ihagarariwe na Multimodal Igikoresho cyo gutunganya no gusobanura ikigo. Sisitemu ya hypothettike irashobora guhuza uburyo butandukanye bwo gufata amashusho (nka MRI, CT scan, PET scan, hamwe na pathologiya slide) kugirango itange ibisobanuro byuzuye byamakuru yabarwayi. Ibisobanuro bisobanura byerekana algorithms zo gusesengura no gutera inkunga ibyemezo, bishobora gufasha mugupima kanseri no gutegura imiti.
Igikorwa cyibanze cya UMIPIC Byaba bihujwe no guhuza amakuru atandukanye yubuvuzi. Ibi bikubiyemo guhuza imiterere, gukemura itandukaniro mubisubizo hamwe nubwiza, no kwemeza amakuru yumutekano n'umutekano. Imiyoboro ihamye yamakuru yaba ingenzi mugutunganya no gusesengura byihuse.
Amashusho yambere yo gutunganya algorithms ningirakamaro kuri UMIPIC. Iyi algorithms irashobora kugabanya urusaku, kongera amashusho, gutandukanya, no gukuramo ibintu kugirango byoroherezwe gusobanurwa neza. Tekinike yo kwiga imashini irashobora gushyirwamo kugirango imenye imiterere nibidasanzwe bishobora kubura nababikurikiranira hafi.
Igice cyo gusobanura cya UMIPIC byaha abaganga ubushishozi bwagaciro bwakuwe mumashusho yatunganijwe. Ibi bishobora kubamo raporo zikoresha, iyerekwa, hamwe nuburyo bwo guhanura kugirango bufashe mugupima, kumenyekanisha, no gutegura imiti. Sisitemu igomba kwerekana amakuru muburyo busobanutse kandi bworohereza abakoresha.
Porogaramu ya sisitemu nka UMIPIC mubushakashatsi bwa kanseri no kuvura ni byinshi. Urugero:
Mugihe usezerana, gushyira mubikorwa no gupima sisitemu nka UMIPIC Yerekana ibibazo. Muri byo harimo:
Ubushakashatsi bw'ejo hazaza bugomba kwibanda ku kuzamura ukuri kwa algorithm, kunoza imikoreshereze y’abakoresha, no kwemeza ikoreshwa ry’imyitwarire n’inshingano z’ikoranabuhanga rigezweho. Kwishyira hamwe kwa UMIPIC hamwe nandi makuru yamakuru yubuvuzi, nkamakuru ya genomic, arashobora kurushaho kongera ubushobozi bwayo.
Kubindi bisobanuro kubijyanye nubuhanga buhanitse bwubuvuzi nubushakashatsi bwa kanseri, sura Shandong Baofa Ikigo Cyubushakashatsi Kanseri urubuga. Biri ku isonga mu guhanga udushya muri uru rwego rukomeye.