Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

Liu Jiamin; Hoffman Joanne; Zhao Jocelyn; Yao Jianhua; Lu Le; Kim Lauren; Turkbey Evrim B.; Summers Ronald M.

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Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

机译：纵隔淋巴结检测和胸部CT使用空间前沿和随机森林的施加

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摘要

Purpose: To develop an automated system for mediastinal lymph node detection and station mapping for chest CT.

机译：目的：开发胸部CT的纵隔淋巴结检测和站映射的自动化系统。

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来源
《Medical Physics》 |2016年第7期|共13页
作者
Liu Jiamin; Hoffman Joanne; Zhao Jocelyn; Yao Jianhua; Lu Le; Kim Lauren; Turkbey Evrim B.; Summers Ronald M.;
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作者单位

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

NIH Imaging Biomarkers &

Comp Aided Diag Lab Radiol &

Imaging Sci Clin Ctr Bldg 10 Room 1C224;

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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
lymph node detection; lymph node station labeling; spatial prior; random forest classifier; multiatlas label fusion;

机译：淋巴结检测;淋巴结站标签;空间前;随机林分类器;多联网标签融合;

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专利

1. Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest [J] . Liu Jiamin, Hoffman Joanne, Zhao Jocelyn, Medical Physics . 2016,第7期

机译：纵隔淋巴结检测和胸部CT使用空间前沿和随机森林的施加
2. Mediastinal atlas creation from 3-D chest computed tomography images: application to automated detection and station mapping of lymph nodes. [J] . Feuerstein M, Glocker B, Kitasaka T, Medical image analysis . 2012,第1期

机译：从3-D胸部计算机断层扫描图像创建纵隔图集：应用于淋巴结的自动检测和站点定位。
3. Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. [J] . Johannes Feulner, S Kevin Zhou, Matthias Hammon, Medical image analysis . 2013,第2期

机译：使用判别学习和空间先验技术对胸部CT数据中的淋巴结进行检测和分割。
4. Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion [C] . Liu Jiamin, Zhao Jocelyn, Hoffman Joanne, IEEE International Symposium on Biomedical Imaging . 2014

机译：使用多图谱标签融合的空间先验在胸部计算机断层扫描上检测和定位纵隔淋巴结
5. Evaluation of pathologic parameters and published nomograms in predicting non-sentinel lymph node metastases in female breast cancer patients with positive sentinel lymph nodes. [D] . Murch, Lisa Elaine. 2007

机译：在前哨淋巴结阳性的女性乳腺癌患者中预测非前哨淋巴结转移的病理参数和公布的列线图评估。
6. Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest [O] . Jiamin Liu, Joanne Hoffman, Jocelyn Zhao, -1

机译：利用空间先验和随机森林在胸部CT上进行纵隔淋巴结检测和定位
7. Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion [O] . Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, 2014

机译：多地图集标签融合中使用空间使用空间胸腔计算机断层扫描的检测和站映射

Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

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