En samlad analys av en patients blodprov vid ett nytt vårdtillfälle. Det är allt som behövs för att förutsäga risken för att patienten ska drabbas av cancer inom de närmaste tre månaderna.
Därför behövs det mer AI i vården
Artificiell intelligens Artificiell intelligens är den möjliggörare som vården behöver. Men det finns fortfarande en viss tveksamhet kring tekniken. "Vi behöver höja kompetensen i ledarskapet, bygga tillit till tekniken, men även hitta finansieringsmodeller som främjar den typen av satsningar", säger Ulf Hertin på SAS Institute.

– I debatten pratar man om att det är brist på läkare. Jag skulle vilja påstå att det är brist på verktyg som kan förenkla och effektivisera läkarnas arbete, säger Ulf Hertin.
Någonting är fel
Du är inloggad som prenumerant hos förlaget Pauser Media, men nånting är fel. På din profilsida ser du vilka av våra produkter som du har tillgång till. Skulle uppgifterna inte stämma på din profilsida – vänligen kontakta vår kundtjänst.
Kvalitetsvård.se premium
Läs vidare – starta din prenumeration
Redan prenumerant? Logga in och läs vidare.
Tekniken och medicinsk evidens finns. Den bygger på en algoritm där man använder Artificiell intelligens, AI, för att samla in och tolka stora mängder data.
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
