A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke

Manon L. Tolhuisen; Elena Ponomareva; Anne M. M. Boers; Ivo G. H. Jansen; Miou S. Koopman; Renan Sales Barros; Olvert A. Berkhemer; Wim H. van Zwam; Aad van der Lugt; Charles B. L. M. Majoie; Henk A. Marquering

doi:10.3390/app10144861

A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke

Manon L. Tolhuisen^*, Elena Ponomareva, Anne M. M. Boers, Ivo G. H. Jansen, Miou S. Koopman, Renan Sales Barros, Olvert A. Berkhemer, Wim H. van Zwam, Aad van der Lugt, Charles B. L. M. Majoie, Henk A. Marquering

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Article number	4861
Number of pages	13
Journal	Applied Sciences
Volume	10
Issue number	14
DOIs	https://doi.org/10.3390/app10144861
Publication status	Published - Jul 2020

Keywords

acute ischemic stroke
anterior large vessel occlusion detection
non-contrast computed tomography
convolutional neural network
BRAIN
TIME

Access to Document

10.3390/app10144861

Cite this

Tolhuisen, M. L., Ponomareva, E., Boers, A. M. M., Jansen, I. G. H., Koopman, M. S., Barros, R. S., Berkhemer, O. A., van Zwam, W. H., van der Lugt, A., Majoie, C. B. L. M., & Marquering, H. A. (2020). A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke. Applied Sciences, 10(14), [4861]. https://doi.org/10.3390/app10144861

Tolhuisen, Manon L. ; Ponomareva, Elena ; Boers, Anne M. M. ; Jansen, Ivo G. H. ; Koopman, Miou S. ; Barros, Renan Sales ; Berkhemer, Olvert A. ; van Zwam, Wim H. ; van der Lugt, Aad ; Majoie, Charles B. L. M. ; Marquering, Henk A. / A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke. In: Applied Sciences. 2020 ; Vol. 10, No. 14.

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title = "A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke",

keywords = "acute ischemic stroke, anterior large vessel occlusion detection, non-contrast computed tomography, convolutional neural network, BRAIN, TIME",

author = "Tolhuisen, {Manon L.} and Elena Ponomareva and Boers, {Anne M. M.} and Jansen, {Ivo G. H.} and Koopman, {Miou S.} and Barros, {Renan Sales} and Berkhemer, {Olvert A.} and {van Zwam}, {Wim H.} and {van der Lugt}, Aad and Majoie, {Charles B. L. M.} and Marquering, {Henk A.}",

year = "2020",

month = jul,

doi = "10.3390/app10144861",

language = "English",

volume = "10",

journal = "Applied Sciences",

issn = "2076-3417",

publisher = "Politechnica University of Bucharest",

number = "14",

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Tolhuisen, ML, Ponomareva, E, Boers, AMM, Jansen, IGH, Koopman, MS, Barros, RS, Berkhemer, OA, van Zwam, WH, van der Lugt, A, Majoie, CBLM & Marquering, HA 2020, 'A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke', Applied Sciences, vol. 10, no. 14, 4861. https://doi.org/10.3390/app10144861

A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke. / Tolhuisen, Manon L.; Ponomareva, Elena; Boers, Anne M. M.; Jansen, Ivo G. H.; Koopman, Miou S.; Barros, Renan Sales; Berkhemer, Olvert A.; van Zwam, Wim H.; van der Lugt, Aad; Majoie, Charles B. L. M.; Marquering, Henk A.

In: Applied Sciences, Vol. 10, No. 14, 4861, 07.2020.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - A Convolutional Neural Network for Anterior Intra-Arterial Thrombus Detection and Segmentation on Non-Contrast Computed Tomography of Patients with Acute Ischemic Stroke

AU - Tolhuisen, Manon L.

AU - Ponomareva, Elena

AU - Boers, Anne M. M.

AU - Jansen, Ivo G. H.

AU - Koopman, Miou S.

AU - Barros, Renan Sales

AU - Berkhemer, Olvert A.

AU - van Zwam, Wim H.

AU - van der Lugt, Aad

AU - Majoie, Charles B. L. M.

AU - Marquering, Henk A.

PY - 2020/7

Y1 - 2020/7

KW - acute ischemic stroke

KW - anterior large vessel occlusion detection

KW - non-contrast computed tomography

KW - convolutional neural network

KW - BRAIN

KW - TIME

U2 - 10.3390/app10144861

DO - 10.3390/app10144861

M3 - Article

VL - 10

JO - Applied Sciences

JF - Applied Sciences

SN - 2076-3417

IS - 14

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ER -