Inkqubo ye-AI inokunceda ukukhusela i-anemia kwizigulana ezikwinkqubo ye-hemodialysis

Anonim

I-Anemia sisifo esibonakaliswa kukuncipha kwenani le-erythrocytes esempilweni emzimbeni we-erythrocyte esempilweni, ihlala yenzeka kwizifo ezinesifo se-chyodialysis. Ngokuhambelana, iiarhente zokuvuselela i-erythyterocyte (i-Erythropoitis-i-Agements evuselelayo, i-ESSA) kunye nezongezo zentsimbi, zingeniswa ngaphakathi kwesakhelo sale nkqubo. Kodwa kwangaxeshanye iingxaki ezifanayo zinokuvela ukuba izigulana zitshintshe iMetabolism yentsimbi okanye i-HARD FOART kwiZiyobisi. Ukongeza, amayeza ahlala ebiza kakhulu kwaye athotyiwe umthwalo onzima kwimpilo yoluntu okanye isigulana ngokwakhe. Ngenxa yoko, kuthathelwa ingqalelo into yokuba inani lezigulana ezinjalo likhula ngoku, kukho imfuno enkulu yeenkqubo ezongezelelweyo zenkxaso ezinomxholo othi "izakhono" ukwenza izigqibo. Olunye ukhetho kukusebenzisa itekhnoloji yobukrelekrele (ubukrelekrele be-articial, i-AI), ebonakala ngathi iyindlela ethembisayo, kodwa ifuna uluhlu olukhulu lwedatha kwaye ayisebenzi ngenxa yeempilo ezahlukeneyo zempilo.

Kwisifundo sakutsha nje, iziphumo ezazipapashwa kwijenali yehlabathi, izazinzulu ezivela eJapan kodwa zizama ukusombulula ingxaki. Baye bagqiba kwelokuba benze i-AI ukufunda i-defilology enzima yomzimba wesigulana, sebenzisa imodeli yokuqikelela ngokusekwe kwizisombululo zoogqirha abangamava. Dibanisa uNjingalwazi iToshiaki Ohara (Toshiaki Ohara) ukusuka kwiDyunivesithi yaseKeam icacisa:

Siphuhlisa inkqubo esekwe kwimigaqo esetyenziswa kwinkqubo yokuthambisa oogqirha abanamava. Ekugqibeleni, abalali amaxabiso aneenkcukacha zobomi bomzimba wesigulana xa usenza isigqibo kwi-dosage, oko kuthetha ukuba iimodeli zeFuitions ezisekwe kwi-biochemists azifuneki.

Izazinzulu zilungiselele iiseti ezimbini zedatha ezifunyenwe kwizibhedlele ezi-2 - enye yokufundisa imodeli yazo, enye enye yokuvavanya nokuqinisekisa ukuqikelela kwayo. Kwangelo xesha, babhala iirekhodi ezimiselweyo zikagqirha bezibhedlele ezibini kwaye bajonga impendulo kwisiyobisi esibini esikhankanywe ngasentla sisetyenziswe ngasentla ngexesha le-hemodialysis.

Inkqubo ye-AI inokunceda ukukhusela i-anemia kwizigulana ezikwinkqubo ye-hemodialysis 11555_1

Ngenxa yazo, imodeli ye-AI yakhiwa, ebizwa ngokuba yi "Assomia Fomia" Imveliso inyule ukuba amathuba okufuna umthamo wamachiza amabini. Ukongeza, ukonyusa ukusebenza kwenkqubo, bahlawula ixesha lokuzilibaziseka kwexesha phakathi kovavanyo lwegazi kunye nokuthatha isigqibo malunga ne-dosage kusetyenziswa umhla wokusebenzisa izigqibo ngokwemihla yophando.

Ngenxa yoko, i-Aisac ibonakalise ukuchaneka okuphezulu kwesahluko esichanekileyo (izisombululo ezihambelana nesigqibo sogqirha) nge-72% -87%. Kodwa umdla ngakumbi kukuba kwezinye iimeko, i-Aisacs inikezwe "ukuhlelwa" ngokucokisekileyo "ngokucokisekileyo" kunye nezalathiso eziphezulu (92% -97%). Ezi zisombululo ezingangqinelani nokuchonga oogqirha, kodwa ziqwalaselwe ngokuchanekileyo kwinqaku lezonyango.

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