دورية أكاديمية
أعرض في EDS

Multilesion Segmentations in Patients with Intracerebral Hemorrhage: Reliability of ICH, IVH and PHE Masks.

التفاصيل البيبلوغرافية
العنوان: Multilesion Segmentations in Patients with Intracerebral Hemorrhage: Reliability of ICH, IVH and PHE Masks.
المؤلفون: Vogt E; Department of Radiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Vu LH; Department of Radiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Cao H; Department of Radiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Speth A; Department of Neuroradiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Desser D; Department of Neuroradiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Schlunk F; Department of Neuroradiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany.; Berlin Institute of Health (BIH), BIH Biomedical Innovation Academy, 10178 Berlin, Germany., Dell'Orco A; Department of Neuroradiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany., Nawabi J; Department of Radiology, Charité School of Medicine and University Hospital Berlin, 10117 Berlin, Germany.; Berlin Institute of Health (BIH), BIH Biomedical Innovation Academy, 10178 Berlin, Germany.
المصدر: Tomography (Ann Arbor, Mich.) [Tomography] 2023 Jan 11; Vol. 9 (1), pp. 89-97. Date of Electronic Publication: 2023 Jan 11.
نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't
اللغة: English
بيانات الدورية: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101671170 Publication Model: Electronic Cited Medium: Internet ISSN: 2379-139X (Electronic) Linking ISSN: 23791381 NLM ISO Abbreviation: Tomography Subsets: MEDLINE
أسماء مطبوعة: Publication: 2021- : Basel, Switzerland : MDPI
Original Publication: Ann Arbor, Michigan : Grapho Publications LLC, [2015]-
مواضيع طبية MeSH: Masks* , Cerebral Hemorrhage*/diagnostic imaging , Cerebral Hemorrhage*/pathology, Humans ; Retrospective Studies ; Reproducibility of Results ; Edema
مستخلص: Background and Purpose: Fully automated methods for segmentation and volume quantification of intraparenchymal hemorrhage (ICH), intraventricular hemorrhage extension (IVH), and perihematomal edema (PHE) are gaining increasing interest. Yet, reliabilities demonstrate considerable variances amongst each other. Our aim was therefore to evaluate both the intra- and interrater reliability of ICH, IVH and PHE on ground-truth segmentation masks. Methods: Patients with primary spontaneous ICH were retrospectively included from a German tertiary stroke center (Charité Berlin; January 2016−June 2020). Baseline and follow-up non-contrast Computed Tomography (NCCT) scans were analyzed for ICH, IVH, and PHE volume quantification by two radiology residents. Raters were blinded to all demographic and outcome data. Inter- and intrarater agreements were determined by calculating the Intraclass Correlation Coefficient (ICC) for a randomly selected set of patients with ICH, IVH, and PHE. Results: 100 out of 670 patients were included in the analysis. Interrater agreements ranged from an ICC of 0.998 for ICH (95% CI [0.993; 0.997]), to an ICC of 0.979 for IVH (95% CI [0.984; 0.993]), and an ICC of 0.886 for PHE (95% CI [0.760; 0.938]), all p-values < 0.001. Intrarater agreements ranged from an ICC of 0.997 for ICH (95% CI [0.996; 0.998]), to an ICC of 0.995 for IVH (95% CI [0.992; 0.996]), and an ICC of 0.980 for PHE (95% CI [0.971; 0.987]), all p-values < 0.001. Conclusion Manual segmentations of ICH, IVH, and PHE demonstrate good-to-excellent inter- and intrarater reliabilities, with the highest agreement for ICH and IVH and lowest for PHE. Therefore, the degree of variances reported in fully automated quantification methods might be related amongst others to variances in ground-truth masks.
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فهرسة مساهمة: Keywords: computed tomography; deep learning; ground-truth; interrater reliability; intracranial hemorrhage; intrarater reliability; intraventricular hemorrhage; perihematomal edema
تواريخ الأحداث: Date Created: 20230117 Date Completed: 20230119 Latest Revision: 20230308
رمز التحديث: 20231215
مُعرف محوري في PubMed: PMC9844445
DOI: 10.3390/tomography9010008
PMID: 36648995
قاعدة البيانات: MEDLINE
الوصف
تدمد:2379-139X
DOI:10.3390/tomography9010008