Automated Detection of Cerebral Microbleeds on Two-dimensional Gradient-recalled Echo T2* Weighted Images Using a Morphology Filter Bank and Convolutional Neural Network-Reference-Cited by-同舟云学术

Automated Detection of Cerebral Microbleeds on Two-dimensional Gradient-recalled Echo T2* Weighted Images Using a Morphology Filter Bank and Convolutional Neural Network

Published:2024 Issue: Volume: Page:
ISSN:1347-3182
Container-title:Magnetic Resonance in Medical Sciences
language:en
Short-container-title:MRMS

Author:

Nishioka Noriko¹²,Shimizu Yukie¹²,Shirai Toru³,Ochi Hisaaki³,Bito Yoshitaka⁴,Watanabe Kiichi¹,Kameda Hiroyuki¹⁵,Harada Taisuke¹²,Kudo Kohsuke¹²⁶

Affiliation:

1. Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, Sapporo, Hokkaido, Japan

2. Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Hokkaido, Japan

3. Medical Systems Research & Development Center, FUJIFILM Corporation, Tokyo, Japan

4. FUJIFILM Healthcare Corporation, Tokyo, Japan

5. Faculty of Dental Medicine, Department of Radiology, Hokkaido University, Sapporo, Hokkaido, Japan

6. Division of Medical AI Education and Research, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan

Funder

Japan Society for the Promotion of Science

Publisher

Japanese Society for Magnetic Resonance in Medicine

Link

https://www.jstage.jst.go.jp/article/mrms/advpub/0/advpub_mp.2023-0146/_pdf

Reference25 articles.

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3. 3. Werring DJ, Coward LJ, Losseff NA, Jäger HR, Brown MM. Cerebral microbleeds are common in ischemic stroke but rare in TIA. Neurology 2005; 65:1914–1918.

4. 4. Linn J, Halpin A, Demaerel P, et al. Prevalence of superficial siderosis in patients with cerebral amyloid angiopathy. Neurology 2010; 74:1346–1350.

5. 5. Wenz H, Wenz R, Maros M, et al. Incidence, locations, and longitudinal course of cerebral microbleeds in european Moyamoya. Stroke 2017; 48:307–313.