Automated versus manual imaging assessment of early ischemic changes in acute stroke: comparison of two software packages and expert consensus
Standard
Automated versus manual imaging assessment of early ischemic changes in acute stroke: comparison of two software packages and expert consensus. / Austein, Friederike; Wodarg, Fritz; Jürgensen, Nora; Huhndorf, Monika; Meyne, Johannes; Lindner, Thomas; Jansen, Olav; Larsen, Naomi; Riedel, Christian.
In: EUR RADIOL, Vol. 29, No. 11, 11.2019, p. 6285-6292.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Harvard
APA
Vancouver
Bibtex
}
RIS
TY - JOUR
T1 - Automated versus manual imaging assessment of early ischemic changes in acute stroke: comparison of two software packages and expert consensus
AU - Austein, Friederike
AU - Wodarg, Fritz
AU - Jürgensen, Nora
AU - Huhndorf, Monika
AU - Meyne, Johannes
AU - Lindner, Thomas
AU - Jansen, Olav
AU - Larsen, Naomi
AU - Riedel, Christian
PY - 2019/11
Y1 - 2019/11
N2 - AIM: The purpose of our study was to compare the agreement of both the total Alberta Stroke Program Early CT Score (ASPECTS) and region-based scores from two automated ASPECTS software packages and an expert consensus (EC) reading with final ASPECTS in a selected cohort of patients who had prompt reperfusion from endovascular thrombectomy (EVT).METHODS: ASPECTS were retrospectively and blindly assessed by two software packages and EC on baseline non-contrast-enhanced computed tomography (NCCT) images. All patients had multimodal CT imaging including NCCT, CT angiography, and CT perfusion which demonstrated an acute anterior circulation ischemic stroke with a large vessel occlusion. Final ASPECTS on follow-up scans in patients who had EVT and achieved complete reperfusion within 100 min from NCCT served as ground truth and were compared to total and region-based scores.RESULTS: Fifty-two patients met our study criteria. Moderate agreement was obtained between both software packages and EC for total ASPECTS and there was no significant difference in overall performance. However, the software packages differed with respect to regional contribution. In this cohort, the majority of infarcted regions were deep structures. Package A was more sensitive in cortical areas than the other methods, but at a cost of specificity. EC and software package B had greater sensitivity, but lower specificity for deep brain structures.CONCLUSION: In this cohort, using the final ASPECTS as ground truth, no clinically significant difference was observed for total ASPECT score between human or automated packages, but there were differences in the characteristics of the regions scored.KEY POINTS: • Some national stroke guidelines have incorporated ASPECTS in their recommendations for selecting patients for endovascular therapy. • Computer-aided diagnosis is a promising tool to aid the evaluation of early ischemic changes identified on CT. • Software packages for automated ASPECTS assessment differed significantly with respect to regional contribution without any significant difference in the overall ASPECT score.
AB - AIM: The purpose of our study was to compare the agreement of both the total Alberta Stroke Program Early CT Score (ASPECTS) and region-based scores from two automated ASPECTS software packages and an expert consensus (EC) reading with final ASPECTS in a selected cohort of patients who had prompt reperfusion from endovascular thrombectomy (EVT).METHODS: ASPECTS were retrospectively and blindly assessed by two software packages and EC on baseline non-contrast-enhanced computed tomography (NCCT) images. All patients had multimodal CT imaging including NCCT, CT angiography, and CT perfusion which demonstrated an acute anterior circulation ischemic stroke with a large vessel occlusion. Final ASPECTS on follow-up scans in patients who had EVT and achieved complete reperfusion within 100 min from NCCT served as ground truth and were compared to total and region-based scores.RESULTS: Fifty-two patients met our study criteria. Moderate agreement was obtained between both software packages and EC for total ASPECTS and there was no significant difference in overall performance. However, the software packages differed with respect to regional contribution. In this cohort, the majority of infarcted regions were deep structures. Package A was more sensitive in cortical areas than the other methods, but at a cost of specificity. EC and software package B had greater sensitivity, but lower specificity for deep brain structures.CONCLUSION: In this cohort, using the final ASPECTS as ground truth, no clinically significant difference was observed for total ASPECT score between human or automated packages, but there were differences in the characteristics of the regions scored.KEY POINTS: • Some national stroke guidelines have incorporated ASPECTS in their recommendations for selecting patients for endovascular therapy. • Computer-aided diagnosis is a promising tool to aid the evaluation of early ischemic changes identified on CT. • Software packages for automated ASPECTS assessment differed significantly with respect to regional contribution without any significant difference in the overall ASPECT score.
KW - Aged
KW - Aged, 80 and over
KW - Attitude of Health Personnel
KW - Brain Ischemia/diagnostic imaging
KW - Cohort Studies
KW - Computed Tomography Angiography/methods
KW - Diagnosis, Computer-Assisted/methods
KW - Expert Testimony
KW - Female
KW - Humans
KW - Male
KW - Middle Aged
KW - Multimodal Imaging
KW - Reperfusion
KW - Retrospective Studies
KW - Sensitivity and Specificity
KW - Software/standards
KW - Stroke/diagnostic imaging
KW - Thrombectomy/methods
KW - Tomography, X-Ray Computed/methods
U2 - 10.1007/s00330-019-06252-2
DO - 10.1007/s00330-019-06252-2
M3 - SCORING: Journal article
C2 - 31076862
VL - 29
SP - 6285
EP - 6292
JO - EUR RADIOL
JF - EUR RADIOL
SN - 0938-7994
IS - 11
ER -