Evaluation of an Artificial Intelligence Model for Identification of Mass Effect and Vasogenic Edema on CT of the Head

Isabella Newbury-Chaet; Sarah F. Mercaldo; John K. Chin; Ankita Ghatak; Madeleine A. Halle; Ashley L. MacDonald; Karen Buch; John Conklin; William A. Mehan; Stuart Pomerantz; Sandra Rincon; Keith J. Dreyer; Bernardo C. Bizzo; James M. Hillis

doi:10.3174/ajnr.A8358

Research ArticleEmergency Neuroradiology

Evaluation of an Artificial Intelligence Model for Identification of Mass Effect and Vasogenic Edema on CT of the Head

Isabella Newbury-Chaet, Sarah F. Mercaldo, John K. Chin, Ankita Ghatak, Madeleine A. Halle, Ashley L. MacDonald, Karen Buch, John Conklin, William A. Mehan, Stuart Pomerantz, Sandra Rincon, Keith J. Dreyer, Bernardo C. Bizzo and James M. Hillis

American Journal of Neuroradiology October 2024, 45 (10) 1528-1535; DOI: https://doi.org/10.3174/ajnr.A8358

Isabella Newbury-Chaet

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

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Sarah F. Mercaldo

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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John K. Chin

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

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Ankita Ghatak

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

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Madeleine A. Halle

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

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Ashley L. MacDonald

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

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Karen Buch

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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John Conklin

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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William A. Mehan Jr

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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Stuart Pomerantz

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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Sandra Rincon

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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Keith J. Dreyer

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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Bernardo C. Bizzo

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts

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James M. Hillis

aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts

bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts

dDepartment of Neurology (J.M.H.), Massachusetts General Hospital, Boston, Massachusetts

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vol. 45 no. 10 1528-1535

DOI

https://doi.org/10.3174/ajnr.A8358

PubMed

38806239

Published By

American Journal of Neuroradiology

Print ISSN

0195-6108

Online ISSN

1936-959X

History

Received February 19, 2024
Accepted after revision May 22, 2024
Published online October 3, 2024.

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Isabella Newbury-Chaeta,
Sarah F. Mercaldoa,b,c,
John K. China,
Ankita Ghataka,
Madeleine A. Hallea,
Ashley L. MacDonalda,
Karen Buchb,c,
John Conklinb,c,
William A. Mehan Jrb,c,
Stuart Pomerantza,b,c,
Sandra Rinconb,c,
Keith J. Dreyera,b,c,
Bernardo C. Bizzoa,b,c and
James M. Hillisa,b,d

^aFrom the Data Science Office (I.N.-C., S.F.M., J.K.C., A.G., M.A.H., A.L.M., S.P., K.J.D., B.C.B., J.M.H,), Massachusetts General Brigham, Boston, Massachusetts
^bHarvard Medical School (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B., J.M.H.), Boston, Massachusetts
^cDepartment of Radiology (S.F.M., K.B., J.C., W.A.M., S.P., S.R., K.J.D., B.C.B.), Massachusetts General Hospital, Boston, Massachusetts
^dDepartment of Neurology (J.M.H.), Massachusetts General Hospital, Boston, Massachusetts

Please address correspondence to James Hillis, MBBS, DPhil, Digital CRO, Data Science Office, Mass General Brigham, Suite 1303, Floor 13, 100 Cambridge St, Boston, MA 02114; e-mail: james.hillis{at}mgh.harvard.edu; @clindatsci

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Evaluation of an Artificial Intelligence Model for Identification of Mass Effect and Vasogenic Edema on CT of the Head

American Journal of Neuroradiology Oct 2024, 45 (10) 1528-1535; DOI: 10.3174/ajnr.A8358

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AI Model for Mass Effect on CT Scans

American Journal of Neuroradiology Oct 2024, 45 (10) 1528-1535; DOI: 10.3174/ajnr.A8358

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