AI system inogona kubatsira kudzivirira anemia mumarwere ari kuita hemodiysis maitiro

Anonim

Anemia chirwere chinoratidzwa nekuderera kwehuwandu hwehutano hwehutano mumuviri wehutano hweErytrincyte, kazhinji zvinoitika mune varwere vane chirwere chisingaperi chirwere chinoda kuti volitine holutine. Saizvozvo, iyo erythrocyte-inomutsa vamiririri (erythropopoopoiesis-inomutsa vamiririri, Esa) uye zvesimbi zvinowedzera, zvinounzwa mukati mechimiro cheichi chiitiko. Asi panguva imwe chete iyoyo zvinogona kumuka kana varwere vachinja metabolism yesimbi kana kuti vanoita zvakanaka kuita zvinodhaka. Uye zvakare, mishonga inowanzodhura uye kudzikisira mutoro wakaomeswa wemari pane hutano hweveruzhinji kana iye akazvishingisa. Nekudaro, kufunga nezve chokwadi chekuti vazhinji varwere vakadaro vari kukura pari zvino, pane chikumbiro chikuru kune mamwe maitiro ekutsigira ane "kugona" kuita sarudzo. Imwe sarudzo ndeye kushandisa tekinoroji yehungwaru (yekungwarira, AI), inoita kunge nzira yekuvimbisa, asi inoda yakakura data yedata uye haina basa kune dzakasiyana siyana dzevarwere.

Muchidzidzo chazvino, mhedzisiro yacho yakabudiswa paJustaly International yesainzi yezvokurapa, masayendisiti anobva kuJapan akaedza kugadzirisa dambudziko iri. Vakasarudza Panzvimbo pekugadzira Ai kuti vadzidze physiology yemuviri yemuviri, shandisa muenzaniso wekufungidzira hwakavakirwa pamhinduro dzevanachiremba vane ruzivo. Associate purofesa Tosetsor ohara (Toshiaki Ohara) kubva kuOkayam University anotsanangura:

Tiri kukudziridza hurongwa hwakavakirwa pane nheyo dzinoshandiswa mukufunga kwekufungidzira kwevanachiremba vane ruzivo. Mukupedzisira, ivo havaverenge zvakadzama kukosha kwehupenyu hwehupenyu mumuviri wemurwere kana uchiita sarudzo pane dosage, zvinoreva kuti mimhanzi yekufanotaura zvichienderana ne biochemistry hazvireve kuti zvinodiwa.

Masayendisiti akagadzira maviri data seti yakawanikwa mune zvipatara zviviri - mumwe kudzidzisa muenzaniso wavo, uye mumwe wekuedza uye kuratidza kufanotaura kwayo. Panguva imwecheteyo, vakanyora manyorerwo akanyorwa zvinyorwa muzvipatara zviviri uye akatarisisa maitiro kune maviri emishonga ataurwa pamusoro paHemoolysis.

AI system inogona kubatsira kudzivirira anemia mumarwere ari kuita hemodiysis maitiro 11555_1

Pamusoro pavo, iyo yeAi modhi yakavakwa, inonzi "Inonzi" Antelligence Anemia Control System, Aisacs), iyo yakawana huwandu hweshanu hwekuisa (nhungamiro dzeropa uye anamnesis) uye mune mhando yezvakabuda vakasarudza mukana wekuda kweiyo dosage yemishonga miviri. Mukuwedzera, kuti uwedzere kushanda kwekuita, ivo vakaripirwa nguva nenguva pakati peropa kuyedza uye kusarudza iyo dosage ichishandisa "kugadziriswa kwedata" kuunza zuva rekuita sarudzo maererano nemazuva eongororo.

Nekuda kweizvozvo, maAisacs airatidza kunyatsofungidzirwa kwekufanotaura neakarongeka (mhinduro dzinoenderana nemhedzisiro yevanachiremba) pa72% -87%. Asi zvakatonyanya kunakidza ndechekuti mune zvimwe zviitiko, maAisacs zvakapihwa "zvakaringana zvakaringana" zvakaringana neanoratidzira zvakakwirira (92% -97%). Aya ndiwo aive mhinduro dzaisanyanyoenderana nekuongororwa kwevanachiremba, asi zvakadaro kufungwa nezvokwadi kubva pane zvekurapa.

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