AI cov kws tshaj lij sib tham yuav ua li cas los sib koom ua ke AI rau hauv kev sib koom tes yog qhov tseem ceeb, thiab lub peev xwm ntawm AI hauv kev tshawb fawb.
Feifei Li thiab Lloyd Me tau muab cov lus qhib ntawm cov kev noj qab haus huv hauv chav kho mob ntawm lub Tsib Hlis 14. Steve ntses
Cov neeg feem coob tau ntes los ntawm kev txawj ntse muaj muaj qee yam "Aha" lub sijhawm, qhib lawv lub siab rau lub ntiaj teb ntawm kev muaj peev xwm. Ntawm inaugesural pab txhawb nqa lub Tsib Hlis 14, LLOYD, DEANDISTION HEATURT HOOB KAWM NTAWV ntawm Stanford University, qhia nws lub siab.
Thaum ib tug tub hluas xav paub tau hais kom peb lub ntsiab lus pom tias nws pom txog pob ntseg sab hauv, nws tig mus rau hauv kev txawj ntse dag zog. "Kuv nug hais tias, 'Dab tsi yog Canal Canal dehiscence syndrome?' Cov menyuam yaus hais txog ze li 4,000 tus neeg ua si. Nyob rau hauv ib qho teeb meem ntawm vib nas this, ob peb nqe tau tshwm sim.
Nws tau hais tias "Lawv nyob zoo, zoo heev," nws hais. "Tias cov ntaub ntawv no tau muab sau ua kom meej rau, feem ntau muaj tseeb thiab qhia meej meej piav qhia txog tus kab mob. Qhov no yog qhov tseem ceeb heev. "
Ntau cov menyuam yaus muaj kev zoo siab rau ib nrab hnub ntawm cov tshuaj, ib lub phiaj xwm stanford University (Hai) los coj kev siv lub luag haujlwm kev txawj ntse. Kev tshawb fawb hauv biomedical, kev kawm, thiab neeg ua dag. Cov neeg hais lus tau tshuaj xyuas seb nws txhais tau li cas rau siv dag kev txawj ntse hauv cov tshuaj uas tsis yog pab tau rau cov neeg mob.
"Peb ntseeg tias qhov no yog kev thev naus laus zis uas ua rau FEI-FEI-FEI-FEI-FEI, SERFOR ntawm kev noj qab haus huv nrog kev noj qab haus huv Stanford, tus thawj coj ntawm Hai. Ib tiam neeg ntxiv lawm, cov thev naus laus zis tshiab tuaj yeem tawm: los ntawm cov tshuaj tua kab tshiab ntawm cov tshuaj tua kab mob ntawm cov tsiaj txhu hauv paus, AI tau nrawm nrawm tshawb pom. Tab sis tsis yog txhua yam ntawm no tau txais txiaj ntsig. "Tag nrho cov ntawv thov no tuaj yeem muaj qhov tsis txaus ntseeg, thiab peb xav tau cov kws tshawb fawb khoos phis tawj, los ntawm cov kws kho mob thiab tshaj lij kev nyab xeeb thiab tshaj," hais tias nws. "Pib ua kev noj qab haus huv ua kom pom peb cov lus cog tseg rau qhov no."
Kev sib sau ua ke ntawm peb pawg ntawm stanford tshuaj-lub tsev kawm ntawv, kev noj qab haus huv Stanford tau muab tso rau hauv txoj haujlwm ntawm cov menyuam kawm ntawv uas tau cog qoob loo nrog kev txhim kho artificial txawj ntse. Kev tswj hwm thiab kev sib koom ua ke hauv thaj chaw ntawm kev kho mob thiab tshuaj. Tshuaj, zaj nkauj mus.
"Peb yog qhov chaw zoo los ua ib tug tho kev txhim kho thiab lub luag haujlwm kev tshawb nrhiav kev txawj siv tshuaj thiab kev kho mob sim ua kom muaj txiaj ntsig zoo, muaj cai los ntawm kev xa cov kev pabcuam kev noj qab haus huv. Kho mob. Txoj kev ntawm kev saib xyuas kev noj qab haus huv tau teeb tsa, "nws hais.
Ob peb cov neeg hais lus tseem ceeb ntawm lub tswv yim yooj yim: tsom rau tus neeg siv (hauv qhov no, tus neeg mob lossis lwm tus kws kho mob) thiab txhua tsav txhua yam yuav ua raws. "Nws ua rau tus neeg mob tso rau hauv qhov chaw Lishmann, tus thawj coj ntawm Bioethics ntawm Brigham thiab poj niam tsev kho mob. "Peb yuav tsum xav txog lawv cov kev xav tau thiab kev ua haujlwm."
Los ntawm sab laug rau xis: stat xov xwm xov xwm thauj tog rau nkoj mohana ravindrane; Jessica Peter Lee ntawm Microsoft kev tshawb fawb; Sylvia Plevritis, xibfwb ntawm biomedical cov ntaub ntawv kev tshawb fawb, tham txog lub luag haujlwm ntawm kev tshawb fawb kho mob. Steve Ntses
Cov neeg hais lus ntawm lub vaj huam sib luag, uas suav nrog Lehmann, Stanford University Medical Mildred Xaiv Tsev Kho Mob Michael, hais txog qhov xav tau kom nkag siab lawv lub hom phiaj ua ntej muaj kev cuam tshuam. Ua rau nws thiab ua kom txhua lub nruab nrog tsim muaj feem xyuam thiab mloog cov neeg uas lawv tau tsim los pab.
Ib qho tseem ceeb yog pob tshab: nws ua rau nws paub meej tias cov ntaub ntawv ntawm lub hom phiaj los ntawm, thiab cov ntaub ntawv tseem ceeb ntawm cov neeg siab ntev yuav pab txhawb cov algorithm kawm, ntawm lwm yam.
"Sim twv cov teeb meem kev coj ncaj ncees ua ntej lawv ua qhov loj [txhais tau tias txaus siab rau nws, tab sis tsis yog ua ntej [cov teeb meem] kis ntxiv thiab daws tau sai dua." , Denton Char tau hais tias. Tus neeg sib tw ntawm Medical Sciences, Koom Nrog Cov Xib Fwb ntawm Lub Tsev Haujlwm Saib Xyuas Kev Ua Haujlwm ntawm Pediatric Kev Tshuaj loog thiab tshuaj loog. Ib kauj ruam tseem ceeb, yog txheeb xyuas txhua tus neeg muaj feem xyuam uas yuav cuam tshuam los ntawm thev naus laus zis thiab txiav txim siab tias lawv tus kheej xav teb cov lus nug ntawd.
Jesse Ehrenfeld, MD, tus thawj tswj hwm ntawm Asmeskas Kev Khomob Kev Khomob, sib tham txog kev soj lwm cov digital, suav nrog cov khoom siv hluav taws xob. Nws puas muaj txiaj ntsig? Qhov haujlwm no puas yuav ua haujlwm hauv kuv lub koom haum? Leej twg them? Leej twg yog lub luag haujlwm?
Michael PfeFer, MD, tus thawj coj xov xwm ntawm Stanford Health Care, suav nrog cov teeb meem tsis ntev los no uas muaj ntau yam teeb meem tau kuaj ntawm cov kws tu mob ntawm Stanford tsev kho mob. Cov kws kho mob tau txais kev txhawb nqa los ntawm cov qauv lus loj uas muab kev nthuav tawm thawj zaug rau cov lus thov rau neeg mob. Txawm hais tias qhov project tsis zoo tag nrho, cov kws kho mob uas tau pab tsim cov thev naus laus zis uas cov qauv uas yaum lawv cov haujlwm.
"Peb ib txwm tsom rau peb yam tseem ceeb: kev nyab xeeb, ua tau zoo thiab suav nrog. Peb yog kws kho mob. Peb coj ib qho kev cog lus rau "tsis muaj kev phom sij," MD, cov kws kho mob pom zoo thiab kev coj tus cwj pwm, uas koom nrog pab pawg. "Qhov no yuav tsum yog thawj txoj hauv kev los soj ntsuam cov cuab yeej no."
Nigam Shah, MBBS, Ph.D., xibfwb ntawm cov tshuaj thiab kev sib tham nrog lub siab xav tau txawm tias muaj kev ncaj ncees rau cov neeg mloog. "Kuv tham txog cov lus dav dav thiab cov lej, thiab qee zaum lawv yuav ncaj ncaj qha," nws hais.
Raws li shanh, qhov ua tiav ntawm AI nyob ntawm peb lub peev xwm ntsuas nws. "Ua cov kev tshawb fawb tsim nyog ntawm tus qauv yuav siv sijhawm 10 xyoo, thiab yog tias txhua qib ntawm 123 kev sib raug zoo ntawm kev kawm kom raug raws li peb tam sim no npaj Peb txoj kev siv zog thiab [Test]]] nws yuav raug nqi $ 138 nphom kom paub tseeb tias txhua tus ntawm peb cov chaw ua haujlwm raug, "Shah tau hais. "Peb them tsis taus qhov no. Yog li peb yuav tsum nrhiav txoj hauv kev los nthuav dav, thiab peb yuav tsum nthuav dav thiab ua txuj tshawb fawb zoo. Txoj kev sib tw nruj yog nyob rau hauv ib qho chaw thiab cov kev txawj ua yeeb yam yog lwm qhov, yog li peb yuav tsum muaj hom kev sib koom tes ntawd. "
Nruab Nrab Dean Yuan Ashley thiab Hu rau (Txais tos) tau koom nrog txoj haujlwm pabcuam kev noj qab haus huv. Steve Ntses
Qee tus neeg hais lus ntawm Symposium tau hais tias qhov no tuaj yeem ua tiav los ntawm kev txhim kho pej xeem, nyab xeeb thiab kev ntseeg siab rau kev saib xyuas kev kho mob (chi). ).
"Kev koom tes rau pej xeem nrog lub peev xwm loj tshaj plaws yog ib qho ntawm kev kawm ua haujlwm thiab cov pej xeem Laura," tus kws lij choj pej xeem mus rau National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy ntawm National Academy of National Academy. Nws tau sau tseg tias tsoomfwv tuaj yeem ua kom cov pej xeem ntseeg siab, thiab Medical Medical tuaj yeem ua tau. Muab kev cai lij choj thiab kev txawj ntse thiab lub sijhawm siv computer tuaj yeem muab los ntawm cov haujlwm ntiag tug. "Peb txhua tus zoo dua li peb txhua tus, thiab peb tsis lees paub tias ... Peb tsis tuaj yeem thov Vajtswv kom paub tias peb nkag siab yuav cuam tshuam nrog lwm tus li cas."
Ob peb tus neeg hais lus AI tseem muaj kev cuam tshuam rau kev tshawb fawb, seb cov kws tshawb fawb dogror, txawm pab lawv lub ntsiab lus tshiab lossis sau cov ntawv scientific.
"Nov yog lub sijhawm pom cov tsis paub," May, tus kws kho plawv ntawm Stanford University School ntawm cov niam txiv tus niam ntawv yog qhov tseeb. Mega tau hais txog kev ntsuas siab, uas ntes cov duab nta tsis pom rau tib neeg lub qhov muag. Lub tswv yim yog siv cov kev txawj ntse dag ntxias kom paub cov qauv hauv pathology swb tsis pom tias muaj mob. "Kuv txhawb cov neeg kom puag tsis paub. Kuv xav tias txhua tus neeg no paub ib tug neeg muaj mob uas xav tau qee yam uas peb tuaj yeem muab hnub no, "mujia hais.
Cov vaj huam sib luag tseem pom zoo tias Artificial txawj ntse los txheeb xyuas cov qauv tshiab thiab kev sib ntaus sib tua lossis kev sib cav sib ceg, muaj peev xwm los txheeb xyuas qhov chaw ntawm lub bias.
"Kev noj qab haus huv yog ntau tshaj li kev kho mob tsuas yog," ob peb lub vaj huam sib luag pom zoo. Cov neeg hais lus tau hais ntxiv tias cov kws tshawb fawb feem ntau saib xyuas kev noj qab haus huv, thiab haiv neeg thiab cov neeg ua haujlwm ua haujlwm rau kev tshawb fawb. "Ai tsuas yog siv tau raws li cov ntaub ntawv uas cov qauv michelle ntawm Enrational University thiab cov pejxeem kev noj qab haus huv ntawm Stanford University School ntawm cov tshuaj. "Yog peb ua yam uas peb ua rau ua. Txhim kho cov txiaj ntsig kev noj qab haus huv thiab kev tshem tawm qhov tsis sib xws, peb yuav tsum ua kom peb sau cov ntaub ntawv zoo ntawm tib neeg tus cwj pwm thiab ntuj ib puag ncig. "
Natalie Pageler, MD, tus xibfwb qhia ntawv ntawm kev kho mob, hais tias tsis muaj ntaub ntawv rau cov poj niam cev xeeb tub
Davi David Magnus, yog cov xibfwb qhia ntawv, hais tias zoo li kev txawj ntse tshiab, ua rau muaj kev txawj ntse ntxiv rau ntau yam lossis ua rau lawv tsis zoo. Qhov kev pheej hmoo, Magnus hais tias, yog tias cov kev txawj ntse Protificials uas tau txais txiaj ntsig kev noj qab haus huv thiab txhawb cov txiaj ntsig ntawm lawv cov zis. "Neeg txawj ntse yog daim iav uas peb nyob rau hauv," nws hais. "Kuv cia siab tias txhua zaus peb muaj txoj hauv kev ci ntsa iab rau qhov teeb meem-los tuav lub tsom iav mus rau peb tus kheej-nws yuav ua kev txhawb zog txhim kho qhov xwm txheej."
Yog tias koj tsis tuaj yeem koom nrog kev pab kho mob, kev sau cia ntawm kev sib kho tuaj yeem pom ntawm no.
Stanford University School ntawm cov tshuaj yog kev saib xyuas kev noj qab haus huv kev noj qab haus huv uas muaj cov tshuaj thiab cov neeg laus thiab cov menyuam yaus thiab tus menyuam mos saib xyuas kev noj qab haus huv kho mob. Ua ke lawv thiaj paub cov peev txheej puv ntawm Biomedicine los ntawm kev tshawb fawb kev sib koom tes, kev kawm thiab chaw kuaj mob. Yog xav paub ntaub ntawv ntau ntxiv, mus xyuas Med.Stanford.edu.
Tus qauv tshiab ua qauv ntse yog pab cov kws kho mob thiab kws tu mob ntawm Stanford Hocus ua haujlwm ua ke txhawm rau txhim kho cov neeg saib xyuas neeg mob.
Lub Sijhawm Post: Jul-19-2024