Incamake
AI isesengura X-imirasire, ultrasound, nubundi buryo bwo gusikana inyamaswa kugirango ibendera ridasanzwe kandi ryihute. Itanga amavuriro, cyane cyane mato adafite radiologue ku bakozi, byihuse kandi bisomeka neza.
AI muri Veterinari Yisuzumisha Amashusho akoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo.
Kwibira cyane
Veterinary imaging AI ikoresha iyerekwa rya mudasobwa (cyane cyane imiyoboro ya neural neteux) kuri radiografi, CT, ultrasound, hamwe na sisitemu ya cytologiya. Ibikorwa bisanzwe: ivuriro rishyiraho igituza cyangwa X-X yo munda, kandi muminota mike sisitemu yerekana ibisubizo bishoboka nka cardiomegaly (umutima wagutse), imiterere yimpyiko, kuvunika, amabuye y'uruhago, cyangwa imbaga, akenshi bifite amanota yicyizere. Ibigo nka SignalPET na Vetology bitanga ibi nka triage hamwe nigitekerezo cya kabiri. Agaciro karakaze mubuvuzi bwamatungo kuko inyamaswa zifite amoko menshi nubunini, inzobere za radiologiya nyazo ni nke, kandi abarwayi ntibashobora gusobanura ibimenyetso. AI ntabwo isimbuza ubuvuzi bwamatungo; ishyira imbere ibibazo byihutirwa, igabanya ibyabuze, kandi ishyigikira abimenyereza rusange basoma firime nyinshi ubwabo.
Ubushishozi
Izi sisitemu zahuguwe ku bihumbi mirongo byanditseho amashusho yinyamanswa, ibintu byo kwiga bitandukanya ibisanzwe na anatomiya idasanzwe kubwoko runaka no kureba. CNNs itahura imiterere (imiterere, opacite, imiterere, simmetrie) nibisohoka kuri buri kintu gishoboka. Ikibazo cy'ingutu ni rusange muri rusange: icyitegererezo cyatojwe cyane cyane ku mbwa gishobora kutitwara neza ku njangwe, exotics, cyangwa imashini zitandukanye za X-ray, bityo rero kalibrasi hamwe n'amahugurwa yihariye y'ibinyabuzima. Ibisubizo byakozwe nkinkunga ifata ibyemezo, hamwe nubuvuzi bwemeza buri cyegeranyo.
Kumenya AI mumashusho yubuvuzi bwamatungo
AI isesengura X-imirasire, ultrasound, nubundi buryo bwo gusikana inyamaswa kugirango ibendera ridasanzwe kandi ryihute. Itanga amavuriro, cyane cyane mato adafite radiologue ku bakozi, byihuse kandi bisomeka neza. AI muri Veterinari Yisuzumisha Amashusho akoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo. Kugira ngo wubake byimbitse, fata AI muri Veterinary Diagnostics Imaging nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha AI muri Veterinary Diagnostics Imaging ihuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, hamwe no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Ivuriro rito-ryinyamanswa ridafite radiologue kurubuga risoma mu buryo bwikora igituza cyimbwa X-ray yerekana ko umutima ushobora kwaguka muminota mike.
Umuganga wihutirwa akoresha AI triage kugirango ashyire imbere X-ray yerekana gukekwaho kuba gastrica kubibazo bisanzwe.
AI yerekana amaradiyo yinda kandi ikerekana ibuye rishobora kuba uruhago kugirango umuganga wemeze.
Imyitozo igendanwa igendanwa ifata amashusho yumurima kandi yakira ibendera-rishyigikira ibyemezo kuri tablet mbere yo gusuzuma abahanga.
Uburyo bwo Gushyira mu bikorwa
AI muri Veterinari Gusuzuma Amashusho mubikorwa
Ivuriro rito-ryinyamanswa ridafite radiologue kurubuga risoma mu buryo bwikora igituza cyimbwa X-ray yerekana ko umutima ushobora kwaguka muminota mike.
Ivuriro rito-ryinyamanswa ridafite urubuga rwa radiologue risoma mu buryo bwikora isanduku yimbwa X-ray yerekana ko bishoboka kwaguka k'umutima mu minota mike Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muri Veterinari Gusuzuma Amashusho mubikorwa
Umuganga wihutirwa akoresha AI triage kugirango ashyire imbere X-ray yerekana gukekwaho kuba gastrica kubibazo bisanzwe.
Umuganga wihutirwa akoresha AI triage kugirango ashyire imbere X-ray yerekana gukekwaho kuba gastrica kuburwayi busanzwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
AI muri Veterinari Gusuzuma Amashusho mubikorwa
AI yerekana amaradiyo yinda kandi ikerekana ibuye rishobora kuba uruhago kugirango umuganga wemeze.
AI yerekana amaradiyo yo munda kandi ikerekana ibuye rishobora kuba uruhago rwumuganga w’ubuvuzi kugira ngo yemeze Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
AI muri Veterinari Gusuzuma Amashusho mubikorwa
Imyitozo igendanwa igendanwa ifata amashusho yumurima kandi yakira ibendera-rishyigikira ibyemezo kuri tablet mbere yo gusuzuma abahanga.
Imyitozo ngendanwa igendanwa ifata amashusho yumurima kandi yakira ibendera-rishyigikira ibyemezo kuri tablet mbere yisuzuma ryinzobere Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.