Literature DB >> 32086581

Impact of slice thickness on clinical utility of automated Alberta Stroke Program Early Computed Tomography Scores.

Ulf Neuberger1, Simon Nagel2, Johannes Pfaff1, Peter Arthur Ringleb2, Christian Herweh1, Martin Bendszus1, Markus Alfred Möhlenbruch1, Philipp Kickingereder3.   

Abstract

OBJECTIVES: The clinical utility of electronically derived ASPECTS (e-ASPECTS) to quantify signs of acute ischemic infarction could be demonstrated in multiple studies. Here, we aim to clinically validate the impact of CT slice thickness (ST) on the performance of e-ASPECTS software.
METHODS: A consecutive series of n = 258 patients (06/2016 and 01/2019) with middle cerebral artery occlusion and subsequent treatment with mechanical thrombectomy was analyzed. The e-ASPECTS score and acute infarct volumes were calculated from baseline non-contrast CT with a software using 1-mm slice thickness (ST) (defined as ground truth) and axial reconstructions with 2-10-mm ST and correlated with baseline stroke severity (NIHSS) as well as clinical outcome (mRS) using logistic regressions.
RESULTS: In comparison with the ground truth, significant differences were seen in e-ASPECTS scores with ST > 6 mm (p ≤ 0.031) and infarct volumes with ST > 4 mm (p ≤ 0.001). There was a significant correlation of lower e-ASPECTS and higher acute infarct volumes with increasing baseline NIHSS values for all ST (p ≤ 0.001, respectively), with values derived from 1 mm yielding the highest correlation for both parameters (rho, - 0.38 and 0.31, respectively). Similarly, lower e-ASPECTS and higher acute infarct volumes from all ST were significantly associated with poor outcome after 90 days (p ≤ 0.05, respectively) with values derived from 1-mm ST yielding the highest effects for both parameters (OR, 0.69 [95% CI 0.50-0.88] and 1.27 [95% CI 1.10-1.50], respectively).
CONCLUSIONS: The e-ASPECTS software generates robust values for e-ASPECTS and acute infarct volumes when using ST ≤ 4 mm with ST = 1 mm yielding the best performance for predicting baseline stroke severity and clinical outcome after 90 days. KEY POINTS: • Clinical utility of automatically derived ASPECTS from computed tomography scans was shown in patients with acute ischemic stroke and treatment with mechanical thrombectomy. • Thin slices (= 1 mm) had the highest clinical utility in comparison with thicker slices (2-10 mm) by having the strongest correlation with baseline stroke severity and independent effects on clinical outcome after 90 days. • Automatically calculated acute infarct volumes possess clinical utility beyond ASPECTS and should be considered in future studies.

Entities:  

Keywords:  Brain ischemia; Image interpretation, computer-assisted; Stroke; Thrombectomy; Tomography, X-ray computed

Year:  2020        PMID: 32086581     DOI: 10.1007/s00330-019-06616-8

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  2 in total

1.  Accuracy and Prognostic Role of NCCT-ASPECTS Depend on Time from Acute Stroke Symptom-onset for both Human and Machine-learning Based Evaluation.

Authors:  A Potreck; C S Weyland; F Seker; U Neuberger; C Herweh; A Hoffmann; S Nagel; M Bendszus; M A Mutke
Journal:  Clin Neuroradiol       Date:  2021-10-28       Impact factor: 3.649

2.  Deep learning derived automated ASPECTS on non-contrast CT scans of acute ischemic stroke patients.

Authors:  Zehong Cao; Jiaona Xu; Bin Song; Lizhou Chen; Tianyang Sun; Yichu He; Ying Wei; Guozhong Niu; Yu Zhang; Qianjin Feng; Zhongxiang Ding; Feng Shi; Dinggang Shen
Journal:  Hum Brain Mapp       Date:  2022-03-31       Impact factor: 5.399

  2 in total

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