AI a cikin Pathology
AI a cikin ilimin ƙwayoyin cuta yana amfani da hangen nesa na kwamfuta zuwa nunin faifan nama da aka ƙididdigewa, yana taimaka wa masu ilimin ƙwayoyin cuta gano cutar kansa, ƙidayar ƙwayoyin cuta, da ƙimar cuta cikin sauri da ƙari.
Dubawa
It turns the century-old microscope workflow into a data-rich, measurable, and scalable process.
Zurfafa nutsewa
Pathology bisa ga al'ada yana nufin likita da ke bincika tabo a kan nunin faifan gilashi a ƙarƙashin na'urar hangen nesa. Kwayoyin cuta na dijital suna bincika waɗancan faifan bidiyo zuwa gigapixel gabaɗayan hotuna na zamewa (sau da yawa biliyoyin pixels kowanne), kuma samfuran AI suna nazarin su. Ana horar da samfuran hangen nesa na tushen juyin juya hali da na'ura mai canzawa akan zane-zane masu lakabi zuwa yankunan tuta, gano alkaluman mitotic, auna ma'aunin halittu kamar Ki-67 ko HER2, da sanya makin ciwon daji kamar Gleason maki na prostate. Saboda Hotunan suna da girma, samfura suna aiki a cikin ƙananan faci da sakamakon ɗinki zuwa taswirar zafi. FDA ta share tsarin kamar Paige Prostate don taimakawa gano ciwon gurguwar prostate, kuma labs suna amfani da AI don rarrabewa, kula da inganci, da ƙididdigewa wanda zai zama mai wahala ko ba zai yiwu ba ta ido.
Fahimtar Fasaha
Hoton faifai gabaɗaya ya yi girma da yawa don ciyar da samfurin lokaci ɗaya, don haka an raba shi zuwa dubban ƙananan fale-falen fale-falen buraka. Kowane tayal yana wucewa ta hanyar mai rikodin hangen nesa, kuma dabarar da ake kira koyo-yawan-misali koyo yana barin ƙirar ta koyi gwajin matakin silidi ko da lokacin da kawai aka san lakabin gaba ɗaya (ciwon daji vs. ba) ba, ba ainihin wurin ƙari ba. Taswirar zafi sannan ta haskaka wuraren da ake tuhuma. Samfuran gidauniya waɗanda aka riga aka horar akan miliyoyin fale-falen fale-falen fale-falen yanzu suna ba da fasalulluka waɗanda za a iya sake amfani da su waɗanda ke da kyau a kan cututtukan daji da ba kasafai ba.
Dabarun Tasiri
Mahallin da dokoki
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.
Kula da inganci
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Gina zaɓuɓɓuka
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Makomar AI a cikin Pathology
Samfuran tushe na Pathology waɗanda aka horar akan faifan faifan faifai za su zama gama gari a cikin nau'ikan nama da ɗawainiya tare da ƙaramar ƙarin lakabi. Yi tsammanin haɗin kai tare da genomics da bayanan asibiti don ganewar asali na multimodal, AI wanda ke tsinkayar amsawar jiyya da rayuwa kai tsaye daga zamewa, da kuma amfani da AI na yau da kullun a matsayin mai karatu na biyu don yanke kurakurai. Kamar yadda na'urorin daukar hoto ke samun rahusa, dijital da ilimin cutar AI-taimako za su faɗaɗa zuwa ƙananan dakunan gwaje-gwaje da yankunan da ba a kula da su ba, tare da sauƙaƙa ƙarancin masana kimiyya a duniya.
Aiwatar da Gaskiyar Duniya
Paige Prostate, kayan aikin da aka share na FDA, yana nuna wuraren da ake zargin cutar sankara ta prostate akan nunin faifai na biopsy don taimakawa masu ilimin cututtuka.
AI ta atomatik tana ƙididdige ƙwayoyin ƙwayar cutar Ki-67-tabbatacce don ƙididdige yadda saurin ciwon daji ke yaɗuwa.
Algorithms suna gano yaduwar cutar kansa (metastases) a cikin nunin faifai na kumburin lymph, kama ƙananan gungu mai sauƙin gani da ido.
AI tana ba da makin Gleason prostate ko pre-maki don inganta daidaito tsakanin masu ilimin cututtuka daban-daban.
Hatsari & Tsare-tsare
Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.
Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.
Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.
Taswirar Hanya
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Tabbatar da yarda da wajibai na aminci da wuri.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Hasashen Kulawa
Tambayoyin da ake yawan yi
What is AI in Pathology?
AI a cikin ilimin ƙwayoyin cuta yana amfani da hangen nesa na kwamfuta zuwa nunin faifan nama da aka ƙididdigewa, yana taimaka wa masu ilimin ƙwayoyin cuta gano cutar kansa, ƙidayar ƙwayoyin cuta, da ƙimar cuta cikin sauri da ƙari. Yana juya aikin na'urar microscope na ƙarni zuwa wani tsari mai wadatar bayanai, mai iya aunawa, da daidaitawa.
Menene 'hoton zamewa gaba ɗaya' a cikin ilimin halittar jiki na dijital?
Ana leƙan faifai cikin manyan hotuna gigapixel, galibi biliyoyin pixels, waɗanda AI ke tantancewa.
Me yasa samfuran AI suke aiwatar da nunin faifai a cikin ƙananan tayal ko faci?
Hotunan faifai gabaɗaya sun yi girma da yawa don shigar da ƙirar, don haka an raba su zuwa dubban tayal kuma an sake haɗa sakamakon.
Wane tsarin AI da FDA ta share yana taimakawa wajen gano kansar prostate akan biopsies?
Paige Prostate ta sami izinin FDA don taimakawa masu ilimin cututtuka gano yankunan da ake zargi da ciwon gurguwar prostate.
Menene ƙididdigar AI Ki-67 a cikin ƙari?
Ki-67 alama ce ta yaɗuwar tantanin halitta, kuma ƙidayar sel masu kyau yana nuna yadda ƙari ke girma.