A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS

Brendan S. Kelly; Prateek Mathur; Gerard McGuinness; Henry Dillon; Edward H. Lee; Kristen W. Yeom; Aonghus Lawlor; Ronan P. Killeen

doi:10.3174/ajnr.A8104

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Research ArticleARTIFICIAL INTELLIGENCE

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A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS

Brendan S. Kelly, Prateek Mathur, Gerard McGuinness, Henry Dillon, Edward H. Lee, Kristen W. Yeom, Aonghus Lawlor and Ronan P. Killeen

American Journal of Neuroradiology January 2024, DOI: https://doi.org/10.3174/ajnr.A8104

Brendan S. Kelly

aFrom the Department of Radiology (B.S.K., G.M., H.D., R.P.K.), St. Vincent’s University Hospital, Dublin, Ireland

bInsight Centre for Data Analytics (B.S.K., P.M., A.L.), University College Dublin, Dublin, Ireland

cWellcome Trust and Health Research Board (B.S.K.), Irish Clinical Academic Training, Dublin, Ireland

dSchool of Medicine (B.S.K.), University College Dublin, Dublin, Ireland

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Prateek Mathur

bInsight Centre for Data Analytics (B.S.K., P.M., A.L.), University College Dublin, Dublin, Ireland

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Gerard McGuinness

aFrom the Department of Radiology (B.S.K., G.M., H.D., R.P.K.), St. Vincent’s University Hospital, Dublin, Ireland

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Henry Dillon

aFrom the Department of Radiology (B.S.K., G.M., H.D., R.P.K.), St. Vincent’s University Hospital, Dublin, Ireland

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Edward H. Lee

eLucille Packard Children’s Hospital at Stanford (E.H.L., K.W.Y.), Stanford, California.

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Kristen W. Yeom

eLucille Packard Children’s Hospital at Stanford (E.H.L., K.W.Y.), Stanford, California.

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ORCID record for Kristen W. Yeom

Aonghus Lawlor

bInsight Centre for Data Analytics (B.S.K., P.M., A.L.), University College Dublin, Dublin, Ireland

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Ronan P. Killeen

aFrom the Department of Radiology (B.S.K., G.M., H.D., R.P.K.), St. Vincent’s University Hospital, Dublin, Ireland

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Brendan S. Kelly, Prateek Mathur, Gerard McGuinness, Henry Dillon, Edward H. Lee, Kristen W. Yeom, Aonghus Lawlor, Ronan P. Killeen

A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS

American Journal of Neuroradiology Jan 2024, DOI: 10.3174/ajnr.A8104

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A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS

Brendan S. Kelly, Prateek Mathur, Gerard McGuinness, Henry Dillon, Edward H. Lee, Kristen W. Yeom, Aonghus Lawlor, Ronan P. Killeen

American Journal of Neuroradiology Jan 2024, DOI: 10.3174/ajnr.A8104

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A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS

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