Digitaliseringen av hälso- och sjukvården har kommit långt, men den är ännu i sin linda. Potentialen är dock enorm enligt Ulf Hertin på Sas Institute.
Så kan AI bidra i förbättringsarbetet
AI (artificiell intelligens) kan komma att spela en nyckelroll i utvecklingen av hälso- och sjukvården. Kanske blir det ett verkligt Sim City som bekämpar barnfetma och förutser hur vården ska utvecklas.

Med hjälp av AI kan man förutspå flaskhalsar i vården bland annat. Foto: Adobe Stock
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.
Kvalitetsmagasinet premium
Läs vidare – starta din prenumeration
Redan prenumerant? Logga in och läs vidare.
– Man uppskattar att effekten av datadriven analys inom hälso- och sjukvård endast nått åtta procent av sin fulla potential, säger Ulf Hertin som även är ansvarig för Sas Institutes globala hälso-hackathon som i år genomfördes tillsammans med Microsoft och Accenture.
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


