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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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  • ORCID record for Isabella Newbury-Chaet
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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  • ORCID record for Sarah F. Mercaldo
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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  • ORCID record for Ankita Ghatak
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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American Journal of Neuroradiology: 45 (10)
American Journal of Neuroradiology
Vol. 45, Issue 10
1 Oct 2024
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Cite this article
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
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
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
American Journal of Neuroradiology Oct 2024, 45 (10) 1528-1535; DOI: 10.3174/ajnr.A8358
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