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Using machine learning to predict disease progression in multiple sclerosis

A combination of only 11 proteins can predict long-term disability outcomes in multiple sclerosis (MS) for different individuals.

Sara hojjatiMika gustafssonDepartment of physicsNature communicationsUniversity hospitalSwedish foundationClinical sciences at linkSwedish foundation for strategic researchSwedish brain foundationKarolinska university hospitalSwedish research councilUniversity of skDepartment of biomedicalKarolinska instituteUgglas foundationAlice wallenberg foundation

Severe MS predicted using machine learning

Severe MS predicted using machine learning
sciencedaily.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from sciencedaily.com Daily Mail and Mail on Sunday newspapers.

Mika gustafssonSara hojjatiUniversity of skClinical sciences at linkSwedish brain foundationKarolinska instituteDepartment of physicsSwedish research councilSwedish foundation for strategic researchAlice wallenberg foundationDepartment of biomedicalKarolinska university hospitalUniversity hospitalSwedish foundationUgglas foundationClinical sciences

Machine Learning Predicts Severe MS Cases

Machine Learning Predicts Severe MS Cases
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

Johanna raffetsederSara hojjatiRobert rynkowskiMohsen khademiMariac jenmalmTomas olssonFredrik piehlMika gustafssonClaudio altafiniZelmina lubovac pilavIngrid kockumJohan mellergSandra hellbergJan ernerudhSwedish foundationDepartment of biomedical

Severe multiple sclerosis predicted using machine learning

Severe multiple sclerosis predicted using machine learning
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

Sara hojjatiMika gustafssonKarolinska instituteNature communicationsUniversity hospitalDepartment of biomedicalDepartment of physicsKarolinska university hospitalUniversity of skClinical sciences at linkClinical sciences

AI-based method shows promise for precision medicine

Artificial intelligence, AI, which finds patterns in complex biological data could eventually contribute to the development of individually tailored healthcare.

Mika gustafssonDavid martDanielle ellisScilifelab wallenberg national program for dataSoftware programSwedish research councilAutonomous systemsWallenberg national programData driven life sciencePrecision medicineArtificial intelligence