{"id":10218,"date":"2024-02-20T21:28:25","date_gmt":"2024-02-20T21:28:25","guid":{"rendered":"https:\/\/dailyai.com\/?p=10218"},"modified":"2024-02-20T21:57:06","modified_gmt":"2024-02-20T21:57:06","slug":"stanford-ai-model-accurately-differentiates-male-and-female-brains","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nb\/2024\/02\/stanford-ai-model-accurately-differentiates-male-and-female-brains\/","title":{"rendered":"Stanford AI-modell skiller n\u00f8yaktig mellom mannlige og kvinnelige hjerner"},"content":{"rendered":"

Stanford University Medical Center brukte kunstig intelligens til \u00e5 oppdage strukturelle forskjeller i hjernen hos menn og kvinner.\u00a0<\/b><\/p>\n

Studien oppn\u00e5dde over 90% n\u00f8yaktighet i identifiseringen av individers kj\u00f8nn basert p\u00e5 skanning av hjerneaktivitet, noe som kaster lys over det lenge omdiskuterte temaet om kj\u00f8nnsspesifikke strukturelle forskjeller i hjernen.<\/span><\/p>\n

Den <\/span>forskning<\/span><\/a>I en artikkel publisert i Proceedings of the National Academy of Sciences (PNAS), heter det at disse forskjellene vil forbedre v\u00e5r forst\u00e5else og behandling av nevropsykiatriske tilstander som manifesterer seg forskjellig hos kvinner og menn.<\/span><\/p>\n

Dr. Vinod Menon, direkt\u00f8r for Stanford Cognitive and Systems Neuroscience Laboratory, forklarte hvor viktig det er \u00e5 erkjenne kj\u00f8nnsforskjeller i hjernen.\u00a0<\/span><\/p>\n

\"Kj\u00f8nn spiller en avgj\u00f8rende rolle i hjernens utvikling, i aldring og i manifestasjonen av psykiatriske og nevrologiske lidelser.\" <\/span>Menon uttalte<\/span><\/a>Studien har til hensikt \u00e5 \u00f8ke v\u00e5r forst\u00e5else av kj\u00f8nnsspesifikke mentale og nevrologiske s\u00e5rbarheter.<\/span><\/p>\n

Vi vet for eksempel at kvinner har nesten dobbelt s\u00e5 h\u00f8y risiko som menn for \u00e5 bli diagnostisert med depresjon, mens menn har h\u00f8yere risiko for \u00e5 bli diagnostisert med ADHD.\u00a0<\/span><\/p>\n

Andre psykiske lidelser som personlighetsforstyrrelser, bipolar lidelse og schizofreni manifesterer seg ogs\u00e5 forskjellig hos menn og kvinner.\u00a0<\/span><\/p>\n

N\u00f8yaktig identifisering og klassifisering av forskjeller mellom mannlig og kvinnelig hjerneanatomi er n\u00f8kkelen til \u00e5 forst\u00e5 om det finnes en biologisk forklaring.\u00a0<\/span><\/p>\n

Her er seks trinn som beskriver hvordan studien fungerte:<\/span><\/p>\n

    \n
  1. Studien unders\u00f8kte kj\u00f8nnsrelaterte forskjeller i hjernens funksjon, som er avgj\u00f8rende for \u00e5 forst\u00e5 atferdsmessige konsekvenser og psykiske lidelser, ved \u00e5 analysere funksjonell MR-data (fMRI) fra rundt 1500 unge voksne.<\/span><\/li>\n
  2. Avansert kunstig intelligens, n\u00e6rmere bestemt et spatiotemporalt dypt nevralt nettverk (stDNN), ble brukt til \u00e5 granske hjerneskanninger, og avsl\u00f8rte tydelige m\u00f8nstre i hvordan mannlige og kvinnelige hjerner er organisert.<\/span><\/li>\n
  3. Denne AI-modellen, over 90%, viste imponerende n\u00f8yaktighet n\u00e5r det gjaldt \u00e5 skille mellom mannlige og kvinnelige hjerner basert p\u00e5 funksjonell dynamikk, noe som fremhever dens effektivitet p\u00e5 tvers av flere \u00f8kter og uavhengige kohorter.<\/span><\/li>\n
  4. Viktige hjernenettverk - som standardmodusnettverket, striatum og det limbiske systemet - viste signifikante kj\u00f8nnsforskjeller, med effektst\u00f8rrelser st\u00f8rre enn 1,5, noe som indikerer robuste forskjeller i hjernens organisering.<\/span><\/li>\n
  5. Ved hjelp av XAI-teknikker (explainable AI) kunne forskerne identifisere spesifikke hjernefunksjoner som var ansvarlige for disse forskjellene, og disse funksjonene kunne forutsi kognitive profiler som var spesifikke for hvert kj\u00f8nn.<\/span><\/li>\n
  6. Disse funnene utfordrer tidligere oppfatninger om et kontinuerlig spektrum av mannlig og kvinnelig hjerneorganisering, og understreker kj\u00f8nn som en grunnleggende faktor i hjernens struktur og funksjon, med implikasjoner for persontilpassede medisinske tiln\u00e6rminger i behandlingen av psykiske og nevrologiske lidelser.<\/span><\/li>\n<\/ol>\n

    Forskerne gikk videre med unders\u00f8kelsen ved \u00e5 sp\u00f8rre om de kunne forutsi individers prestasjoner p\u00e5 kognitive oppgaver basert p\u00e5 de kj\u00f8nnsspesifikke hjerneegenskapene de hadde identifisert.\u00a0<\/span><\/p>\n

    For \u00e5 gj\u00f8re dette skapte de to spesialiserte AI-modeller: en skreddersydd for \u00e5 forutsi kognitive evner hos menn og en annen for kvinner. Disse modellene var basert p\u00e5 de distinkte hjernem\u00f8nstrene knyttet til kj\u00f8nn som teamet tidligere hadde avdekket.<\/span><\/p>\n

    Suksessen til disse modellene var bemerkelsesverdig. Modellen som var utviklet for menn, forutsa n\u00f8yaktig deres kognitive prestasjoner, men den fungerte ikke for kvinner, og vice versa. Dette tyder sterkt p\u00e5 at de funksjonelle forskjellene i hjernens organisering mellom kj\u00f8nnene har reell innvirkning p\u00e5 atferd og kognitive evner.<\/span><\/p>\n

    Menon forklarte betydningen av disse funnene: \"Disse modellene fungerte veldig bra fordi vi klarte \u00e5 skille hjernem\u00f8nstrene mellom kj\u00f8nnene\", forklarte han.\u00a0<\/span><\/p>\n

    Denne separasjonen f\u00f8rte til en dypere forst\u00e5else av hvordan det \u00e5 overse kj\u00f8nnsforskjeller i hjernens organisering kan f\u00f8re til at man g\u00e5r glipp av viktige elementer som bidrar til nevropsykiatriske lidelser.<\/span><\/p>\n

    Menon fremhevet ogs\u00e5 det bredere potensialet til AI-modellen deres. I tillegg til \u00e5 utforske kj\u00f8nnsforskjeller kan modellen brukes p\u00e5 ulike sp\u00f8rsm\u00e5l om hjernens konnektivitet og dens forhold til kognitive funksjoner eller atferd. <\/span><\/p>\n

    AIs rolle innen nevrovitenskap er veletablert. En fersk studie brukte maskinl\u00e6ring til \u00e5 \"hente\" bilder fra MR-skanninger<\/a>og en annen brukte hjerneceller til \u00e5 utf\u00f8re talegjenkjenningsoppgaver.<\/a> <\/span><\/p>\n

    AI har ogs\u00e5 blitt brukt til \u00e5 analysere talem\u00f8nstre<\/a> hos personer med schizofreni og utvikle nye 3D-terapi-avatarer<\/a>.\u00a0<\/span><\/p>\n

    I fremtiden vil det sannsynligvis v\u00e6re mulig \u00e5 \"lese noens tanker\" i sanntid ved \u00e5 bruk av ML-modeller p\u00e5 nevrologiske data<\/a>.<\/span><\/p>\n

    Stanford-teamet har til hensikt \u00e5 gj\u00f8re modellen tilgjengelig for forskningsmilj\u00f8et for \u00e5 oppmuntre til videre forskning p\u00e5 psykiske lidelser og l\u00e6revansker.<\/span><\/p>\n

    Menons visjon er at disse AI-verkt\u00f8yene skal kunne forst\u00e5 og l\u00f8se utfordringene enkeltpersoner st\u00e5r overfor p\u00e5 grunn av disse hjerneforskjellene.<\/span>\u00a0<\/span><\/p>\n

    Sofistikerte modeller for hjerneavbildning kan p\u00e5 sikt bidra til en ny \u00e6ra innen presisjonspsykiatri. Som Menon oppsummerer: \"AI-modellene v\u00e5re har sv\u00e6rt bred anvendelighet.\"<\/span><\/p>","protected":false},"excerpt":{"rendered":"

    Stanford University Medical Center brukte kunstig intelligens til \u00e5 oppdage strukturelle forskjeller i hjernen hos menn og kvinner. Studien oppn\u00e5dde en n\u00f8yaktighet p\u00e5 over 90% n\u00e5r det gjaldt \u00e5 identifisere kj\u00f8nnet til enkeltpersoner basert p\u00e5 skanninger av hjerneaktivitet, noe som kaster lys over det lenge omdiskuterte temaet om kj\u00f8nnsspesifikke strukturelle forskjeller i hjernen. Forskningen, som er publisert i Proceedings of the National Academy of Sciences (PNAS), sier at disse forskjellene vil forbedre v\u00e5r forst\u00e5else og behandling av nevropsykiatriske tilstander som manifesterer seg tydelig hos kvinner og menn. Dr. Vinod Menon, direkt\u00f8r for Stanford Cognitive and Systems Neuroscience Laboratory, forklarte hvor viktig det er \u00e5 anerkjenne kj\u00f8nnsforskjeller i hjernen. \"Kj\u00f8nn<\/p>","protected":false},"author":2,"featured_media":10219,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[331],"class_list":["post-10218","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-neuroscience"],"yoast_head":"\nStanford AI model accurately differentiates male and female brains | DailyAI<\/title>\n<meta name=\"description\" content=\"Stanford University Medical Center used AI to detect structural differences in male and female brains.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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