Feasibility of Deep Convolution Neural Network-Based Automatic Time Activity Curve Fitting Method for Non-Invasive Cerebral Blood Flow Quantification-Reference-Cited by-同舟云学术

Feasibility of Deep Convolution Neural Network-Based Automatic Time Activity Curve Fitting Method for Non-Invasive Cerebral Blood Flow Quantification

Published:2023 Issue:0 Volume:22 Page:7-17
ISSN:1347-1511
Container-title:Radiation Safety Management
language:en
Short-container-title:Radiat. Safety. Manag.

Author:

NAGAOKA Rieko¹,YAMASHITA Kosuke¹,YABUSA Naohiro¹,KAMEZAKI Ryosuke²,IKEDA Ryuji²,SHIRAISHI Shinya³,UCHIYAMA Yoshikazu⁴,ITO Shigeki⁵

Affiliation:

1. Graduate School of Health Sciences, Kumamoto University

2. Department of Central Radiology Kumamoto University

3. Department of Diagnostic Radiology, Faculty of Life Sciences, Kumamoto University

4. Department of Information and Communication Technology, Faculty of Engineering, University of Miyazaki

5. Department of Medical Radiation Sciences, Faculty of Life Sciences, Kumamoto University

Publisher

Japanese Society of Radiation Safety Management

Link

https://www.jstage.jst.go.jp/article/rsm/22/0/22_231218/_pdf

Reference29 articles.

1. 1. Tomiguchi S, Tashiro K, Shiraishi S, Yoshida M, Kawanaka K, Takahashi Y, et al. Estimation of ^123I-IMP arterial blood activity from dynamic planar imaging of the chest using a graph plot method for the quantification of regional cerebral blood flow. Ann Nucl Med. 2010; 24:387-393.

2. 2. Matsuda H, Tsuji S, Shuke N, Sumiya H, Tonami N, Hisada K. Noninvasive measurements of regional cerebral blood flow using technetium-99m hexamethylpropylene amine oxime. Eur J Nucl Med. 1993;20:391-401.

3. 3. Kaminaga T, Kunimatsu N, Chikamatsu T, Furui S. Validation of CBF measurement with non-invasive microsphere method (NIMS) compared with autoradiography method (ARG). Ann Nucl Med. 2001;15:61-64.

4. 4. Ofuji A, Mimura H, Yamashita K, Takaki A, Sone T, Ito S. Development of a simple non-invasive microsphere quantification method for cerebral blood flow using I-123-IMP. Ann Nucl Med. 2016; 30:242-249.

5. 5. Ofuji A, Nagaoka R, Yamashita K, Takaki A, Ito S. A simple noninvasive I-123-IMP autoradiography method developed by modifying the simple noninvasive I-123-IMP microsphere method. Asia Ocean J Nucl Med Biol. 2018;6:50-56.