
Esi sikhokelo sibanzi siphonononga izinto ezintsonkothileyo zobuchwephesha be-UMIPIC, sibonelela ngenkcazo ebanzi malunga nokusebenza kwayo, usetyenziso, kunye neenzuzo ezinokubakho. Siza kuphonononga kumacandelo ayo aphambili, sijongane neengcinga ezingalunganga eziqhelekileyo, kwaye sinikeze imizekelo ebonakalayo ukuphucula ukuqonda kwakho. Funda indlela i-UMIPIC enokuxhaswa ngayo ngokufanelekileyo ukufezekisa iinjongo ezithile kunye nokuphonononga inkqubela phambili yamva nje ebaleni.
Ngelixa i-UMIPIC ngokwayo ingeyiyo itekhnoloji evunyiweyo ngokubanzi okanye i-akhronimi, kunokwenzeka ukuba eli gama limele i-niche application, igama elitsha eliyiliweyo, okanye upelo olugwenxa. Ke ngoko, ukunika ulwazi oluluncedo, makhe sijonge ukuba itekhnoloji yoqikelelo imelwe yintoni UMPIC ingabandakanya. Siza kucinga UMPIC imele inkqubo entsonkothileyo ebandakanya ukucutshungulwa kwedatha, uhlalutyo lwemifanekiso, kunye ne-bioinformatics enokubakho, inikwe umxholo wewebhusayithi enikezelweyo, i-Shandong Baofa Cancer Research Institute. Le ngcinga ivumela ukuba sakhe inqaku elifanelekileyo kunye nolwazi.
Makhe sibe nomfanekiso-ngqondweni UMPIC imele iMultimodal Image Processing kunye neZiko lokuTolika. Le nkqubo ye-hypothetical inokudibanisa iindlela ezahlukeneyo zokucinga (ezifana ne-MRI, i-CT scans, i-PET scans, kunye ne-pathology slides) ukubonelela ngombono obanzi wedatha yesigulane. Inkalo yokutolika iphakamisa i-algorithms ephucukileyo yokuhlalutya kunye nenkxaso yesigqibo, enokuba luncedo ekuxilongweni komhlaza kunye nokucwangciswa konyango.
Umsebenzi ongundoqo we UMPIC iya kuba ludibaniso olungenamthungo lwedatha yemifanekiso yezonyango. Oku kubandakanya ukulinganisa iifomati, ukuphatha ukwahluka kwisisombululo kunye nomgangatho, kunye nokuqinisekisa ubumfihlo bedatha kunye nokhuseleko. Imibhobho yedatha esebenzayo iya kuba yimfuneko ukulungiselela ukusetyenzwa ngokukhawuleza kunye nohlalutyo.
I-algorithms yokwenziwa kwemifanekiso ekwinqanaba eliphezulu ibalulekile UMPIC. Ezi algorithms zinokubandakanya ukunciphisa ingxolo, ukuphuculwa komfanekiso, ukwahlulahlula, kunye nokutsalwa kweempawu ukuququzelela ukutolika okuchanekileyo. Ubuchule bokufunda ngoomatshini bunokudityaniswa ukuchonga iipateni kunye nezinto ezingaqhelekanga ezinokuphoswa ngabakhi-mkhanyo babantu.
Icandelo lotoliko lwe UMPIC iza kubonelela oogqirha ngezimvo ezixabisekileyo ezithathwe kwimifanekiso elungisiweyo. Oku kunokubandakanya iingxelo ezizenzekelayo, ukubonwa, kunye neemodeli eziqikelelwayo zokunceda ekuxilongweni, ukuxilonga, kunye nokucwangcisa unyango. Inkqubo kufuneka inike ulwazi ngendlela ecacileyo nekulula ukuyisebenzisa.
Usetyenziso lwenkqubo efana UMPIC kuphando lomhlaza kunye nonyango zibanzi. Umzekelo:
Ngelixa uthembisa, ukuphumeza kunye nokukala inkqubo efana UMPIC inika imingeni. Ezi ziquka:
Uphando lwexesha elizayo kufuneka lugxininise ekwandiseni ukuchaneka kwe-algorithm, ekuphuculeni ujongano lomsebenzisi, kunye nokuqinisekisa ukusetyenziswa okusesikweni kunye noxanduva lobuchwephesha obuphambili. Ukudityaniswa kwe UMPIC kunye neminye imithombo yedatha yeklinikhi, njengolwazi lwe-genomic, inokuphucula ngakumbi amandla ayo.
Ngolwazi oluthe kratya malunga nobuchwepheshe bezonyango obuphambili kunye nophando lomhlaza, tyelela i IZiko loPhando ngoMhlaza laseShandong Baofa iwebhusayithi. Bahamba phambili ekuveliseni izinto ezintsha kule nkalo ibalulekileyo.
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