Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

Cha Kenny H.; Hadjiiski Lubomir; Samala Ravi K.; Chan Heang-Ping; Caoili Elaine M.; Cohan Richard H.

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Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

机译：使用深度学习卷积神经网络和水平集的CT尿路造影术中的膀胱分割

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摘要

Purpose: The authors are developing a computerized system for bladder segmentation in CT urography (CTU) as a critical component for computer-aided detection of bladder cancer.

机译：目的：作者正在开发一种计算机化的系统，用于CT泌尿系统造影（CTU）中的膀胱分割，这是计算机辅助检测膀胱癌的重要组成部分。

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来源
《Medical Physics》 |2016年第4期|共15页
作者
Cha Kenny H.; Hadjiiski Lubomir; Samala Ravi K.; Chan Heang-Ping; Caoili Elaine M.; Cohan Richard H.;
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原文格式 PDF
正文语种 eng
中图分类基础医学;
关键词
computer-aided detection; deep-learning; segmentation; CT urography; bladder; level set;

机译：计算机辅助检测;深度学习;细分;CT泌尿外科;膀胱;水平集;

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专利

1. Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets [J] . Cha Kenny H., Hadjiiski Lubomir, Samala Ravi K., Medical Physics . 2016,第4期

机译：使用深度学习卷积神经网络和水平集的CT尿路造影术中的膀胱分割
2. Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network [J] . Lu Donghuan, Heisler Morgan, Lee Sieun, Medical image analysis . 2019,第期

机译：基于深度学习的多种多样的多种子液体分割和使用全卷积神经网络光学相干断层扫描图像的检测
3. Accurate and automatic tooth image segmentation model with deep convolutional neural networks and level set method [J] . Yang Yunyun, Xie Ruicheng, Jia Wenjing, Neurocomputing . 2021,第Jana2期

机译：深卷积神经网络的准确和自动牙齿图像分割模型和级别方法
4. Segmentation of inner and outer bladder wall using deep-learning convolutional neural networks in CT urography [C] . Marshall Gordon, Lubomir Hadjiiski, Kenny Cha, Conference on Computer-Aided Diagnosis . 2017

机译：在CT泌尿外科中使用深度学习卷积神经网络分割膀胱内外壁
5. Characterizing Bladder Cancer Cells by Comparing General Machine Learning Methods to Convolutional Neural Network [D] . Yin, Peng Nien 2019

机译：通过将通用机器学习方法与卷积神经网络进行比较来表征膀胱癌细胞
6. Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets [O] . Kenny H. Cha, Lubomir Hadjiiski, Ravi K. Samala, -1

机译：使用深度学习卷积神经网络和水平集的CT泌尿系造影术中的膀胱分割
7. Deep‐learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography [O] . Marshall N. Gordon, Lubomir M. Hadjiiski, Kenny H. Cha, 2019

机译：深度学习卷积神经网络：CT术语中的内外膀胱壁分割

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

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