دورية أكاديمية
Multilesion Segmentations in Patients with Intracerebral Hemorrhage: Reliability of ICH, IVH and PHE Masks.
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. |
References: | Acad Radiol. 2004 Feb;11(2):178-89. (PMID: 14974593) Physiother Res Int. 1996;1(4):221-8. (PMID: 9238739) J Chiropr Med. 2016 Jun;15(2):155-63. (PMID: 27330520) Stroke. 2019 Jun;50(6):1626-1633. (PMID: 31043154) Stroke. 2015 Apr;46(4):1116-9. (PMID: 25721012) Front Neurol. 2012 May 25;3:86. (PMID: 22654784) Neuroradiology. 2022 Dec;64(12):2277-2284. (PMID: 35608629) JAMA. 2019 Dec 24;322(24):2377-2378. (PMID: 31755905) Quant Imaging Med Surg. 2022 Aug;12(8):4190-4201. (PMID: 35919061) Neurosurg Rev. 2022 Jun;45(3):2041-2050. (PMID: 35226234) BMC Med Imaging. 2022 Jan 15;22(1):9. (PMID: 35033012) Neurology. 1984 May;34(5):653-7. (PMID: 6538656) Case Rep Neurol. 2020 Jan 9;12(1):7-12. (PMID: 32009930) Eur Radiol. 2021 Jul;31(7):5012-5020. (PMID: 33409788) Stroke. 1993 Jul;24(7):987-93. (PMID: 8322400) Stroke. 2020 Mar;51(3):815-823. (PMID: 32078476) Stroke. 2020 Feb;51(2):648-651. (PMID: 31805845) Clin Trials. 2022 Oct;19(5):534-544. (PMID: 35786006) Clin Neuroradiol. 2020 Jun;30(2):271-278. (PMID: 30899965) Stroke. 2019 May;50(5):1257-1259. (PMID: 30890109) JAMA Neurol. 2013 Aug;70(8):988-94. (PMID: 23733000) Stroke. 2018 May;49(5):1163-1169. (PMID: 29669875) Eur J Neurol. 2011 Nov;18(11):1323-8. (PMID: 21457176) BMC Res Notes. 2015 Aug 30;8:390. (PMID: 26318152) Neuroimage. 2006 Jul 1;31(3):1116-28. (PMID: 16545965) Ann Neurol. 2019 Oct;86(4):480-492. (PMID: 31364773) |
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 |
تدمد: | 2379-139X |
---|---|
DOI: | 10.3390/tomography9010008 |