Early Detection of Underlying Cavernomas in Patients with Spontaneous Acute Intracerebral Hematomas
Early identification of the etiology of spontaneous acute intracerebral hemorrhage is essential for appropriate management. This study aimed to develop an imaging model to identify cavernoma-related hematomas. Patients 1-55 years of age with acute (≤7 days) spontaneous intracerebral hemorrhage were...
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Veröffentlicht in: | American journal of neuroradiology : AJNR 2023-07, Vol.44 (7), p.807-813 |
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Sprache: | eng |
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Zusammenfassung: | Early identification of the etiology of spontaneous acute intracerebral hemorrhage is essential for appropriate management. This study aimed to develop an imaging model to identify cavernoma-related hematomas.
Patients 1-55 years of age with acute (≤7 days) spontaneous intracerebral hemorrhage were included. Two neuroradiologists reviewed CT and MR imaging data and assessed the characteristics of hematomas, including their shape (spherical/ovoid or not), their regular or irregular margins, and associated abnormalities including extralesional hemorrhage and peripheral rim enhancement. Imaging findings were correlated with etiology. The study population was randomly split to provide a training sample (50%) and a validation sample (50%). From the training sample, univariate and multivariate logistic regression was performed to identify factors predictive of cavernomas, and a decision tree was built. Its performance was assessed using the validation sample.
Four hundred seventy-eight patients were included, of whom 85 had hemorrhagic cavernomas. In multivariate analysis, cavernoma-related hematomas were associated with spherical/ovoid shape ( |
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ISSN: | 0195-6108 1936-959X 1936-959X |
DOI: | 10.3174/ajnr.A7914 |