Automatic detection method of hepatocellular carcinomas using the non-rigid registration method of multi-phase liver CT images

Lee Jeongjin; Kim Kyoung Won; Kim So Yeon; Shin Juneseuk; Park Kyung Jun; Won Hyung Jin; Shin Yong Moon

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Automatic detection method of hepatocellular carcinomas using the non-rigid registration method of multi-phase liver CT images

机译：利用多阶段肝脏CT图像的非刚性配准方法自动检测肝细胞癌

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BACKGROUND: Multi-phase CT images are obtained sequentially after the injection of contrast agents so that there is a large amount of local deformation between images due to the respiratory and heart motion. Therefore, a non-rigid registration technique is required in order to establish the anatomical correspondence between the multi-phase CT images for liver CAD (computer-aided diagnosis).

机译：背景技术：在注射造影剂之后，顺序获取多相CT图像，从而由于呼吸和心脏运动而在图像之间存在大量局部变形。因此，需要非刚性配准技术以建立用于肝CAD（计算机辅助诊断）的多相CT图像之间的解剖学对应。

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《Journal of X-ray science and technology》 |2015年第3期|共14页
作者
Lee Jeongjin; Kim Kyoung Won; Kim So Yeon; Shin Juneseuk; Park Kyung Jun; Won Hyung Jin; Shin Yong Moon;
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正文语种 eng
中图分类放射医学;
关键词
Multi-phase liver CT; hepatocellular carcinoma; rigid registration; non-rigid registration; normalized mutual information; B-spline deformable model; cancer detection;

机译：多阶段肝脏CT;肝细胞癌;刚性注册;非刚性注册;归一化互信息;B样条可变形模型;癌症检测;

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1. Automatic detection method of hepatocellular carcinomas using the non-rigid registration method of multi-phase liver CT images [J] . Lee Jeongjin, Kim Kyoung Won, Kim So Yeon, Journal of X-ray science and technology . 2015,第3期

机译：利用多阶段肝脏CT图像的非刚性配准方法自动检测肝细胞癌
2. An automatic method for extracting the liver region with hepatic lesions on multi-phase CT images [J] . Xuejun Zhang, Tetsuji Tajima, Teruhiko Kitagawa, 電子情報通信学会技術研究報告. 医用画像. Medical Imaging . 2006,第579期

机译：在多相CT图像上提取具有肝脏病变的肝脏区域的自动方法
3. An automatic method for extracting the liver region with hepatic lesions on multi-phase CT images [J] . Xuejun ZHANG, Tetsuji TAJIMA, Teruhiko KITAGAWA, 電子情報通信学会技術研究報告. 医用画像. Medical Imaging . 2005,第579期

机译：在多相CT图像上提取具有肝脏病变的肝脏区域的自动方法
4. Automatic hepatocellular carcinoma lesion detection with dynamic enhancement characteristic from multi-phase CT images [C] . Gaeun Lee, Jieun Kim, June-Goo Lee, International Forum on Medical Imaging in Asia 2019 . 2019

机译：通过多相CT图像自动增强动态特征的肝细胞癌病变
5. A non-rigid registration method for analyzing myocardial wall motion for cardiac CT images. [D] . Philps, Elizabeth B. 2010

机译：一种非刚性配准方法，用于分析心脏CT图像的心肌壁运动。
6. Hepatocellular Carcinoma Automatic Diagnosis within CEUS and B-Mode Ultrasound Images Using Advanced Machine Learning Methods [O] . Delia Mitrea, Radu Badea, Paulina Mitrea, 2021

机译：使用先进的机器学习方法肝细胞癌自动诊断和B模式超声图像内
7. Evaluation of different CT lung anatomies for proton therapy with pencil beam scanning delivery, using a validated non-rigid image registration method [O] . Elisa Scalco, Marco Schwarz, Marina Sutto, 2015

机译：使用验证的非刚性图像配准法评估用铅笔束扫描输送对质子疗法的不同CT肺解剖分析

Automatic detection method of hepatocellular carcinomas using the non-rigid registration method of multi-phase liver CT images

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