Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke

A Hilbert; LA Ramos; HJA van Os; SD Olabarriaga; ML Tolhuisen; MJH Wermer; RS Barros; I van der Schaaf; Diederik Dippel; Y Roos; WH Zwam; AJ Yoo; BJ Emmer; G Nijeholt; AH Zwinderman; GJ Strijkers; C Majoie; HA Marquering

doi:10.1016/j.compbiomed.2019.103516

Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke

A Hilbert, LA Ramos, HJA van Os, SD Olabarriaga, ML Tolhuisen, MJH Wermer, RS Barros, I van der Schaaf, Diederik Dippel, Y Roos, WH Zwam, AJ Yoo, BJ Emmer, G Nijeholt, AH Zwinderman, GJ Strijkers, C Majoie, HA Marquering

Neurology

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

71 Citations (Scopus)

Original language	Undefined/Unknown
Article number	103516
Journal	Computers in Biology and Medicine
Volume	115
DOIs	https://doi.org/10.1016/j.compbiomed.2019.103516
Publication status	Published - 2019

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EMC OR-01

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10.1016/j.compbiomed.2019.103516

Cite this

Hilbert, A., Ramos, LA., van Os, HJA., Olabarriaga, SD., Tolhuisen, ML., Wermer, MJH., Barros, RS., van der Schaaf, I., Dippel, D., Roos, Y., Zwam, WH., Yoo, AJ., Emmer, BJ., Nijeholt, G., Zwinderman, AH., Strijkers, GJ., Majoie, C., & Marquering, HA. (2019). Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke. Computers in Biology and Medicine, 115, Article 103516. https://doi.org/10.1016/j.compbiomed.2019.103516

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title = "Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke",

author = "A Hilbert and LA Ramos and {van Os}, HJA and SD Olabarriaga and ML Tolhuisen and MJH Wermer and RS Barros and {van der Schaaf}, I and Diederik Dippel and Y Roos and WH Zwam and AJ Yoo and BJ Emmer and G Nijeholt and AH Zwinderman and GJ Strijkers and C Majoie and HA Marquering",

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doi = "10.1016/j.compbiomed.2019.103516",

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Hilbert, A, Ramos, LA, van Os, HJA, Olabarriaga, SD, Tolhuisen, ML, Wermer, MJH, Barros, RS, van der Schaaf, I, Dippel, D, Roos, Y, Zwam, WH, Yoo, AJ, Emmer, BJ, Nijeholt, G, Zwinderman, AH, Strijkers, GJ, Majoie, C & Marquering, HA 2019, 'Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke', Computers in Biology and Medicine, vol. 115, 103516. https://doi.org/10.1016/j.compbiomed.2019.103516

TY - JOUR

T1 - Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke

AU - Hilbert, A

AU - Ramos, LA

AU - van Os, HJA

AU - Olabarriaga, SD

AU - Tolhuisen, ML

AU - Wermer, MJH

AU - Barros, RS

AU - van der Schaaf, I

AU - Dippel, Diederik

AU - Roos, Y

AU - Zwam, WH

AU - Yoo, AJ

AU - Emmer, BJ

AU - Nijeholt, G

AU - Zwinderman, AH

AU - Strijkers, GJ

AU - Majoie, C

AU - Marquering, HA

PY - 2019

Y1 - 2019

U2 - 10.1016/j.compbiomed.2019.103516

DO - 10.1016/j.compbiomed.2019.103516

M3 - Article

C2 - 31707199

SN - 0010-4825

VL - 115

JO - Computers in Biology and Medicine

JF - Computers in Biology and Medicine

M1 - 103516

ER -