Spot and Diffuse Signs: Quantitative Markers of Intracranial Hematoma Expansion at Dual-Energy CT.


Journal

Radiology
ISSN: 1527-1315
Titre abrégé: Radiology
Pays: United States
ID NLM: 0401260

Informations de publication

Date de publication:
01 2019
Historique:
pubmed: 31 10 2018
medline: 12 10 2019
entrez: 31 10 2018
Statut: ppublish

Résumé

Purpose To compare dual-energy CT with iodine quantification to single-energy CT for evaluation of the spot sign for intracranial hematoma expansion. Materials and Methods In this retrospective study, 42 patients (mean age, 66 years ± 15 [standard deviation]; 19 women) were referred for dual-energy CT assessment of intracranial hemorrhage from October 2014 to January 2017. A machine learning approach (naive Bayes classifier) was used to identify iodine markers of extravasation for risk of hematoma expansion. Specificity and sensitivity of these markers were then independently validated in 65 new patients from February 2017 to February 2018. Results Analysis of dual-energy CT images identified two features of iodine extravasation: total iodine concentration within the hematoma (I

Identifiants

pubmed: 30375929
doi: 10.1148/radiol.2018180322
doi:

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

179-186

Commentaires et corrections

Type : CommentIn

Auteurs

Can Ozan Tan (CO)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Stephanie Lam (S)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Daan Kuppens (D)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Rick H J Bergmans (RHJ)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Bimal Kumar Parameswaran (BK)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Reza Forghani (R)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Ranliang Hu (R)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Laleh Daftari Besheli (L)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Joshua N Goldstein (JN)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

James Thrall (J)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Michael Lev (M)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Javier M Romero (JM)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

Rajiv Gupta (R)

From the Cerebrovascular Research Laboratory, Spaulding Rehabilitation Hospital, 1575 Cambridge St, Boston, MA 02138 (C.O.T.); Departments of Radiology (C.O.T., S.L., D.K., R.H.J.B., L.D.B., J.T., M.L., J.M.R., R.G.) and Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston, Mass; Departments of Physical Medicine and Rehabilitation (C.O.T.), Radiology (S.L., L.D.B., J.T., M.L., J.M.R., R.G.), and Emergency Medicine (J.N.G.), Harvard Medical School, Boston, Mass; Department of Technical Medicine, University of Twente, Enschede, the Netherlands (D.K., R.H.J.B.); Imaging Associates, Box Hill, Victoria, Australia (B.K.P.); Department of Radiology, Jewish General Hospital and McGill University, Montreal, Canada (R.F.); and Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (R.H.).

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