Iingcali ze-Ai Xubusha indlela yokudibanisa i-AI ye-AI kwiNkxaso-mali yezeMpilo, kutheni intsebenzo yenterdiight ibalulekile, kwaye inokwenzeka yendawo ye-AI kuphando.
UFeifei li kunye noLloyd omncinci banika amagqabantshintshi okuvula i-Inagulium iphakamisa i-Sympovel Symposium kwiYunivesithi yaseStanford ISikolo seZikolo se-14 kaMeyi.
Uninzi lwabantu abafakwe ngobukrelekrele be-articity sele benohlobo oluthile lwe "ATHA", ukuvula iingqondo zelizwe elinokwenzeka. Kwisisulo sezempilo, ngoMeyi 14, uLloyd Mincinci, i-MD, Dean yeYunivesithi yaseStanford Stanford kwiYunivesithi yaseStanford, yabelana ngembono yakhe.
Xa omnye umntu okwishumi elivisayo wacelwa ukuba ashwankathele iziphumo zakhe malunga nendlebe engaphakathi, waguqukela ekubeni nobukrelekrele bokuzalwa. "Ndibuze, 'Yintoni i-Deshinks ePhezulu?' Umncinci uxelele phantse abathathi-nxaxheba abangama-4,000. Kwimizuzwana emizuzwana, kuvela imihlathana emininzi.
"Zilungile, zilungile," utshilo. "Ukuba olu lwazi lwaqulunqwa kwinkcazo echanekileyo, echanekileyo kwaye icacisiwe ngokucacileyo yesi sifo. Oku kuyamangalisa. "
Uninzi lwabantu ababelana ngovuyo olusabelana ngomsitho osabelayo kumsitho wosuku lwesiqingatha, eyayikuphuma ngaphandle kwelili lezempilo, iprojekthi eyasungulwa yiYunivesithi yaseStanford (i-Stanford Instiction yeStandercance (Hai) ukukhokela ukusetyenziswa kweliso ubukrelekrele. Ubukrelekrele kuPhando lweBioMedical, kwimfundo, kunye noNogulelo. Izithethi zavavanya ukuba kuthetha ukuthini ukuphumelela ubukrelekrele bobugcisa kwi-Medic ngendlela engaluncedo kuphela koogqirha kunye nezazinzulu, kodwa banobulungisa kwaye banobulungisa bazo.
"Sikholelwa ukuba le yitekhnoloji ephucula amandla abantu, unjingalwazi wezenzululwazi yekhompyuter kwiSikolo saseStanford kwiSikolo saseStanford kwiSikolo seNjineli, uMlawuli weProjekthi eNcinci kunye noMlawuli we-HAI. Isizukulwana emva kwesizukulwana, itekhnoloji entsha inokuvela: Ukulandelelana kwemolekyuli entsha ye-antibiotics ukuya kwi-Mappints kunye neeNdawo ezifihlakeleyo zebhayoloji ezisisiseko, i-AI iyakhawuleza ukufunyanwa kwesayensi. Kodwa ayizizo zonke ezi zinto ziyingenelo. Zonke ezi zicelo zinokuba nemiphumo engalindelekanga, kwaye sifuna isazinzulu sekhompyuter esikhulisa kwaye sisebenzisa ubuchule bokusebenza, sisebenza noogqirha, "utsho. "Amanyathelo elinge impilo abonisa ukuzibophelela kwethu kule."
Ukudityaniswa kweCandelo eliSithathu leMayeza lesiTyford-Isikolo seZempilo, iYunivesithi yaseStanford kunye neYunivesithi yaseStanford - kunye nokuqhagamshela kwalo kwezinye iindawo ze-Stanford ibeka kwindawo yokuphuhliswa kwe kukubhadla okungeyonyani. Ulawulo kunye neMicimbi yeDivanisi kwicandelo lezeMpilo kunye namayeza. Iyeza, ingoma yaya.
"Sikwindawo yokuba nguvulindlela ekuphuhliseni nasekuphunyezweni unoxanduva lobuchule bokuqonda, kwii-biologing ezisisiseko zokuphucula ukuphuculwa kweziyobisi kunye nokwenza iinkqubo zokuvavanywa kweklinikhi zisebenza ngakumbi iinkonzo zempilo. ukhathalelo lwempilo. Uye watsho indlela inkqubo yenkqubo yezempilo, "utshilo.
Izithethi ezininzi zigxininise ingcinga elula: Gxila kumsebenzisi (kule meko, isigulana okanye ugqirha) nayo yonke enye into iya kulandela. "Ibeka isigulana embindini wayo yonke into esiyenzayo," utshilo uGqirha Lesa Lehmann, uMlawuli we-bioeetics kwi-Brigham kunye nesibhedlele sabafazi. "Kufuneka siqwalasele iimfuno zabo kunye nezinto eziphambili ngokubaluleka."
Ukusuka ngasekhohlo uye ngasekhohlo: I-Stats News Ankile UJessica Peter Lee wophando lukaMicrosoft; ISylvia Plevritis, Unjingalwazi weSayensi yeDatha Dacial Idatha yedatha, ixoxa ngendima yobukrelekrele bobugcisa kuphando lwezonyango. Steve Fish
Izithethi kwiphaneli kwiphaneli, equka i-Lehmann, iYunivesithi yaseStanford Muldist i-Michael, i-MD, kunye neGosa eliyiNtloko leKlinikhi yaseMichael, egxininisa imfuneko yokuqonda injongo yawo ngaphambi kokuba kubekho naluphi na ungenelelo. Yisebenzise kwaye uqinisekise ukuba zonke iinkqubo eziphuhlisiweyo zibandakanyiwe kwaye zimamele abantu abawenzelwe ukunceda.
Isitshixo esinye sisiseko esibonakalayo: Iyenza icace apho idatha isetyenziselwa ukuqeqesha i-Algorithm, ithini injongo ye-algorithm, nokuba idatha ye-algorithm, nokuba i-algorithm iqhubeke inceda i-algorithm ifunda, phakathi kwezinye izinto.
"Ukuzama ukuqikelela iingxaki zokuziphatha ngaphambi kokuba zibe nzima [ukufumana] ukufumana ibala elimnandi eligqibeleleyo apho waziyo malunga netekhnoloji ukuze ikwazi ukuzithemba ngakumbi kwaye isombulule kungekudala." , UDenton char wathi. Umgqatswa weSayensi yoNyango, uNjingalwazi weSebe leMfundo le-Pediatric Anesthesiology, amayeza oPhezulu kunye nonyango lwentlungu. Inyathelo elinye eliphambili, uthi, uchonga bonke abathathi-nxaxheba abanokuchaphazeleka yitekhnoloji kunye nokumisela indlela abathanda ukuyiphendula ngayo le mibuzo.
UJesse Ehrenfeld, MD, uMongameli wombutho wezonyango yaseMelika, uxoxa ngezinto ezine eziqhubayo ukuba umntwana wakho impilo, kubandakanya nezixhobo ezinobukrelekrele. Ngaba iyasebenza? Ngaba lo msebenzi uza kuba liziko lam? Ngubani ohlawula? Ngubani onoxanduva?
UMichael Pfeffer, MD, iGosa eliyiNtloko loLwazi lwe-Stanford Health, ichaze umzekelo wakutshanje apho uninzi lwemicimbi lwaluvavanywa kuwo abongikazi kwizibhedlele eStanford. Iiklinikhi zixhaswa ziimodeli zolwimi ezinkulu ezibonelela ngeenkcazo zokuqala zemiyalezo engenayo. Nangona le projekthi ayifezekanga, ogqirha bancedileyo bephuhlisa itekhnoloji ukuba imodeli iyonwabisa umthwalo wabo.
"Sisoloko sigxile kwizinto ezintathu ezibalulekileyo: ukhuseleko, ukusebenza ngokukuko kunye nokufakwa. Singoogqirha. Sithatha isifungo sokuba "musani ukwenzakala," utshilo uNina vasan, i-MD, iNjingalwazi yeKlinikhi ye-Psychiatist yengqondo kunye nokuziphatha, owajoyina i-char kunye ne-chafefre yangena kwiqela. Le nto kufuneka ibe yindlela yokuqala yokuvavanya ezi zixhobo. "
UNigam Shah, MBBs, PH.D., Unjingalwazi wePhondo kunye ne-prosesa yenzululwazi yedatha, yaqala le ngxoxo kunye namalungu athusayo kubaphulaphuli. "Ndithetha ngokubanzi namanani, kwaye ngamanye amaxesha bathanda ukuba ngqo ngqo," utshilo.
Ngokuka Shah, impumelelo ye-AI ixhomekeke kubuchule bethu bokukhulula. "Ukwenza uphando olufanelekileyo lwesayensi kwimodeli kuthatha iminyaka eli-10, kwaye ukuba i-123 yenkqubo ye-123 ye-123 ifuna ukuvavanya kwaye ikhuphe imodeli yeyakwinqanaba lezenzululwazi, kuya kuba nzima ukwenza isayensi efanelekileyo njengoko sele silungiselela ngoku Imizamo yethu kunye [novavanyo]] Inokuxabisa i-13 yeebhiliyoni zeedola ukuqinisekisa ukuba zonke iisayithi zethu zisebenza ngokuchanekileyo, "utshilo u-shah. "Asinakukwazi ukuyifumana le. Ke kufuneka sifumane indlela yokwandisa, kwaye kufuneka sandise kwaye senze isayensi elungileyo. Izakhono zengqongqo zikwindawo enye kwaye izakhono zokukhankanya zikwelinye, ke siyakufuna olo hlobo lwentsebenziswano. "
Nxibelelanisa uDean Yuan Ashley kunye ne-Mildred Cho (i-hildred cho Steve Fish
Ezinye izithethi kwi-symposium zithe le nto inokufezekiswa ngobuhlakani obulawulayo kuluntu, ezinje ngophuhliso lwendlu ekhuselekileyo, ekhuselekileyo nenokuthenjwa kunye ne-Consortial Stricgency Artificnce (Chai). ).
"Intsebenziswano yoluntu-yabucala kunye namandla amakhulu phakathi kwabafundi, icandelo labucala kunye necandelo likarhulumente," watsho uLaura Adams, umcebisi ophezulu kwi-Adam kaZwelonke. Uye waphawula ukuba urhulumente unokuqinisekisa ukuthembakala esidlangalaleni, kunye namaziko ezonyango. Ukubonelela ngemthethweni, kunye nengcali yezobuchwephesha kunye nexesha lekhompyuter lingabonelelwa licandelo labucala. "Sonke singcono kunaye nasiphi na thina, kwaye siyaqonda ukuba ... asinakuthandaza ukufumanisa amandla [ubukrelekrele bokwenyani] Ngaphandle kokuba siyayiqonda indlela yokunxibelelana kunye."
Izithethi ezininzi zathi i-AI ikwanefuthe kuphando, nokuba izazinzulu ziyisebenzisa ukuphononongwa kwe-gomelogical ye-voles, okanye zixele ukulandelelana kweemolekyuli ezintsha zokuxhasa unyango, okanye zibancede okanye babhale amaphepha enzululwazi.
"Eli lithuba lokubona ukungaziwa," utshilo uJessica Mega, MD, ugqirha wentliziyo kwiYunivesithi yaseStanford Stanford School kunye ne-Co-icomer yeqinisekisi. I-Mega ikhankanyiweyo i-hyperperpels icinga, ethintela imifanekiso engabonakaliyo kwiliso lomntu. Umbono kukusebenzisa ubukrelekrele bokwenyani ukufumana iipatheni kwi-pathology slides ukuba abantu abayiboni loo nto ibonisa isifo. "Ndikhuthaza abantu ukuba bamkele ongaziwayo. Ndicinga ukuba wonke umntu olapha uyazi umntu othile onohlobo oluthile lwemeko yonyango olufuna into engaphaya koko sinokusinika namhlanje, "utshilo uMejia.
Iphaneli yavumelana ukuba iinkqubo zobuntlola ezenziweyo ziya kubonelela ngeendlela ezintsha zokuchonga nokulwa izigqibo ezikhanyayo, nokuba zenziwa ngabantu okanye ubukrelekrele bobugcisa, kunye nokukwazi ukubona umthombo we-chaas.
"Impilo ingaphezulu konyango nje," iipaneli ezininzi zavuma. Izithethi zagxininisa ukuba abaphandi bahlala bejonga izigqibo zempilo, ezinje ngemeko yentlalo, ikhowudi ye-zip, inqanaba lemfundo, ukuqokelela idatha kunye nokuqesha abathathi-nxaxheba kwizifundo. UMichelle Williams kuphela, uPidemimogy kwiYunivesithi yaseHarvard kunye noNjingalwazi oDibeneyo we-Epidemiology kunye neMpilo yeBinic kwiYunivesithi yaseStanford. "Ukuba senza le nto sizabalazela ukuyenza. Ukuphucula iziphumo zezempilo kwaye kuphelise ukungalingani, kufuneka siqinisekise ukuba siqokelela idatha esemgangathweni yendlela yokuziphatha komntu kunye nendalo kunye nendalo. "
I-Natalie Iphepha, i-MD, unjingalwazi weklinikhi ye-Peedlics kunye nonyango, ithe yahlulwa-bhasha edityanisiweyo ihlala ingabandakanywa idatha yabasetyhini abakhulelweyo, ukudala ukungasebenzi kakuhle kwiimodeli zezempilo.
UGqirha David Magnus, unjingalwazi wabantwana kunye namayeza, utshilo njengayo nayiphi na itekhnoloji entsha, ubukrelekrele obutsha bunokwenza izinto zibe ngcono ngeendlela ezininzi okanye zenze zibe mandundu ngeendlela ezininzi okanye zenze zibe mandundu ngeendlela ezininzi okanye ziwenze mandundu. Umngcipheko, i-magnus yatsho, le yinkqubo yobukrelekrele obungesobuntlolaya iya kufunda ngeziphumo ezingekho mthethweni ziqhutywa zizicwangciso-ntle zezempilo kwaye zomeleze ezo ziphumo ngokwemveliso yazo. "Ubukrelekrele bokuqulazeko sisipili esibonisa ukuba siphila ngaphakathi," utshilo. Ndiyathemba ukuba ngalo lonke ixesha sinethuba lokuqaqamba umbandela - ukubamba isipili kuthi - kuya kusebenza njengenkuthazo yokuphucula imeko. "
Ukuba awukwazi ukuya kwindibano yocweyo yezempilo, ukurekhodwa kweseshoni inokufumaneka apha.
IYunivesithi yaseStanford ISikolo seNyaniso yinkqubo yokhathalelo lwempilo oluhlanganisiweyo elineZikolo zeYunivesithi yaseStanford enesikolo samayeza kunye nomntu omdala kunye ne-Pediatric Syscouse. Ngokudibeneyo bayaliqonda ngokupheleleyo i-bioddicine ngophando lwentsebenzo, imfundo kunye nononophelo lwezigulana zekliniki. Ngolwazi oluthe kratya, ndwendwela i-Meds.cord.edu.
Imodeli entsha yobukrelekrele inceda oogqirha kunye nabongikazi kwisibhedlele saseStanford Stanford kunye ukuphucula ukhathalelo lwezigulana.
IXESHA LOKUQALA: UJUL-19-2024