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

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 February 2024, 45 (2) 236-243; 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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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 Feb 2024, 45 (2) 236-243; DOI: 10.3174/ajnr.A8104

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Radiomic Warning Sign of MS Progression on MRI

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

American Journal of Neuroradiology Feb 2024, 45 (2) 236-243; DOI: 10.3174/ajnr.A8104

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