I-AI ku-Veterinary Medicine
I-AI isiza odokotela bezilwane ukuthi bafunde ama-X-reyi, isifo sefulegi kusenesikhathi, futhi balawule amaphepha acindezelayo omtholampilo.
Uhlolojikelele
It matters because vets face a severe staffing shortage and animals can't describe their symptoms.
I-Deep Dive
I-Veterinary AI ibhekana nenkinga enzima: iziguli ezingakwazi ukukhuluma. Impumelelo enkulu kwezohwebo yi-radiology. Izinkampani ezifana ne-SignalPET kanye ne-Vetology zisebenzisa amanethiwekhi e-convolutional neural kuma-X-ray wezinja nekati, ezihlaba umkhosi nge-cardiomegaly, ukuphuka, nokuphuma effusions ngemizuzwana, ngokuvamile ngaphambi kokuba i-radiologist eqinisekiswe yibhodi ibuyekeze. I-AI iphinde inike amandla abahlaziyi begazi abasemtholampilo (IDEXX) abahlonza isifo sezinso kusenesikhathi nge-SDMA biomarker, kanye namathuluzi ababhali bama-ambient abhala amanothi e-SOAP engxoxweni yegumbi lokuhlolwa. Ngenxa yokuthi izilwane zifihla ukugula ngokwemvelo, ama-algorithms okubona kusenesikhathi abaluleke kakhulu. Inkambu ibambezela imithi yabantu ekulawuleni nasekwabelaneni ngedatha, ngakho-ke amathuluzi amaningi asekela izinqumo, okugcina udokotela wezilwane onelayisensi eqinile ophethe ukuxilongwa nokwelashwa.
I-Technical Insight
Iningi le-vet imaging AI isebenzisa amanethiwekhi e-convolutional neural aqeqeshwe kumakhulu ezinkulungwane zama-radiographs anelebuli, kodwa inselele enkulu ukuhlukahluka kwezinhlobo nezinhlobo zezilwane: isifuba se-Chihuahua kanye nesifuba se-Great Dane sibukeka ngendlela ehluke kakhulu, kakhulu kunokwehluka phakathi kwabantu abadala. Amamodeli kufanele ajwayele usayizi, i-anatomy, kanye nokuma. Amalebula okuqeqesha ngokuvamile avela ekuvumelaneni kochwepheshe be-radiologist, futhi imiphumela ilinganiswa njengamathuba kunokuba izingcingo eziqinile zikayebo/cha.
I-Strategic Impact
Context and rules
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Ukulawulwa kwekhwalithi
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Yakha ukukhetha
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ikusasa le-AI kuVeterinary Medicine
Lindela i-AI ukuthi isuke ku-radiology iye ekuqashweni okugqokekayo (izinga lenhliziyo elisekelwe kukhola kanye nezilandeleli zomsebenzi ezifana ne-PetPace), amamodeli e-multimodal ahlanganisa ukusebenza kwegazi, ukuthwebula izithombe, nomlando, kanye nemibhalo ye-ambient enikeza isikhathi emuva kodokotela bezilwane abasebenza ngokweqile. Izicelo zezilwane ezinkulu kanye nemfuyo, njengokubona ubunyonga bekhompyutha ezinkomeni zobisi, zizokhula ngokushesha ngoba zixhumene ngqo nomnotho wabalimi. Izinhlaka zokulawula kanye nedathasethi eyabiwe yezilwane zihlala ziyizingqinamba ekutholeni okubanzi, okuqinisekisiwe.
Ukuqaliswa Komhlaba Wangempela
I-SignalPET kanye ne-Vetology ihlaziya ama-radiograph enja nekati ukuze ihlabe umkhosi inyumoniya, ukuphuka, noma inhliziyo ekhulisiwe ngemizuzwana
Ukuhlolwa kwegazi kwe-IDEXX SDMA kusetshenziswa ama-algorithms ukuze kutholwe isifo sezinso ze-feline kanye ne-canine ezinyangeni ngaphambi kwe-creatinine yodwa
Ababhali be-ambient be-AI (njengamanothi e-ScribbleVet noma e-Vetology) babhala amarekhodi e-SOAP engxoxweni ekhulunywayo yegumbi lokuhlolwa
Amasistimu okubona ngekhompyutha athola ukuhambahamba kwezinkomo zobisi ukuze abambe ukuqhuga kusenesikhathi futhi anciphise ukulahleka kokukhiqizwa kobisi emapulazini.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI ku-Emergency Medicine kanye ne-Triage
Imibuzo evame ukubuzwa
What is AI in Veterinary Medicine?
I-AI isiza odokotela bezilwane ukuthi bafunde ama-X-reyi, isifo sefulegi kusenesikhathi, futhi balawule amaphepha acindezelayo omtholampilo. Kubalulekile ngoba odokotela bezilwane babhekene nokushoda okukhulu kwabasebenzi futhi izilwane azikwazi ukuchaza izimpawu zazo.
Iluphi uhlelo oluphumelela kakhulu kwezentengiso lwe-AI kwezokwelapha zezilwane namuhla?
Ukuhlaziywa kwesithombe, ikakhulukazi ukufunda ama-X-ray wezinja nekati ngama-CNN, kuwuhlelo lokusebenza lwe-AI lwezilwane olusatshalaliswa kakhulu futhi oluvuthiwe ngokwentengiso.
Kungani i-AI yokutholwa kusenesikhathi ibaluleke kakhulu ezilwaneni uma iqhathaniswa nabantu?
Ukuziphatha komzwelo wemvelo kuholela izilwane eziningi ekufihleni ubuhlungu nokugula, ngakho-ke isixwayiso sangaphambi kwesikhathi esivela kumalebhu noma izithombe singabamba isifo umnikazi angakaze asiqaphele.
Yini eyenza ukuqeqesha amamodeli ezithombe zezilwane abe nzima kunamamodeli ezithombe zabantu?
I-Chihuahua ne-Great Dane zihluka kakhulu ngosayizi kanye ne-anatomy, ngakho-ke amamodeli kufanele abhekane nokwehluka okukhulu kunalokho okuvamile phakathi kwabantu abadala.
Yini esiza ukutholwa ukuhlolwa kwe-IDEXX SDMA kusenesikhathi?
I-SDMA iwuphawu lwezinto eziphilayo okuthi, uma ihlaziywa ngokwe-algorithmically, ingahlaba umkhosi ukwehla kwezinso ezinjeni nasemakatini ngaphambi kwesilinganiso esidala se-creatinine.
Iyiphi indima edlalwa amathuluzi amaningi wezilwane we-AI ekuxilongweni?
Ngenxa yokuthi umthetho ubambezela imithi yabantu, i-AI eminingi yezilwane ibekwe njengokweseka izinqumo, okushiya udokotela wezilwane onelayisensi enesibopho sokushaya ucingo kokugcina.