Automatic detection of lung nodules: false positive reduction using convolution neural networks and handcrafted features

Mapping Intimacies ◽

10.1117/12.2253995 ◽

2017 ◽

Author(s):

Ling Fu ◽

Jingchen Ma ◽

Yacheng Ren ◽

Youn Seon Han ◽

Jun Zhao

Keyword(s):

Neural Networks ◽

False Positive ◽

Automatic Detection ◽

Lung Nodules ◽

Convolution Neural Networks ◽

False Positive Reduction

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False-Positive Reduction on Lung Nodules Detection in Chest Radiographs by Ensemble of Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2018.2817023 ◽

2018 ◽

Vol 6 ◽

pp. 16060-16067 ◽

Author(s):

Chaofeng Li ◽

Guoce Zhu ◽

Xiaojun Wu ◽

Yuanquan Wang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

False Positive ◽

Chest Radiographs ◽

Lung Nodules ◽

False Positive Reduction

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Automated detection of lung nodules in chest radiographs using a false-positive reduction scheme based on template matching

2012 5th International Conference on BioMedical Engineering and Informatics ◽

10.1109/bmei.2012.6512916 ◽

2012 ◽

Author(s):

Ryoichi Nagata ◽

Tsuyoshi Kawaguchi ◽

Hidetoshi Miyake

Keyword(s):

False Positive ◽

Template Matching ◽

Automated Detection ◽

Chest Radiographs ◽

Lung Nodules ◽

Reduction Scheme ◽

False Positive Reduction

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Convolutional Neural Networks for False Positive Reduction of Automatically Detected Cilia in Low Magnification TEM Images

Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59126-1_34 ◽

2017 ◽

pp. 407-418

Author(s):

Anindya Gupta ◽

Amit Suveer ◽

Joakim Lindblad ◽

Anca Dragomir ◽

Ida-Maria Sintorn ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

False Positive ◽

False Positive Reduction

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Automatic Detection of Lung Nodules Using 3D Deep Convolutional Neural Networks

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-019-2084-4 ◽

2019 ◽

Vol 24 (4) ◽

pp. 517-523

Author(s):

Ling Fu ◽

Jingchen Ma ◽

Yizhi Chen ◽

Rasmus Larsson ◽

Jun Zhao

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Automatic Detection ◽

Lung Nodules ◽

Deep Convolutional Neural Networks

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A new method for false-positive reduction in detection of lung nodules in CT images

2014 19th International Conference on Digital Signal Processing ◽

10.1109/icdsp.2014.6900710 ◽

2014 ◽

Author(s):

Guo Cao ◽

Yazhou Liu ◽

Kenji Suzuki

Keyword(s):

False Positive ◽

Ct Images ◽

Lung Nodules ◽

False Positive Reduction

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Peer Review #2 of "Lymph node detection in MR Lymphography: false positive reduction using multi-view convolutional neural networks (v0.1)"

10.7287/peerj.8052v0.1/reviews/2 ◽

2019 ◽

Keyword(s):

Neural Networks ◽

Peer Review ◽

Convolutional Neural Networks ◽

False Positive ◽

Mr Lymphography ◽

False Positive Reduction

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Peer Review #1 of "Lymph node detection in MR Lymphography: false positive reduction using multi-view convolutional neural networks (v0.2)"

10.7287/peerj.8052v0.2/reviews/1 ◽

2019 ◽

Keyword(s):

Neural Networks ◽

Peer Review ◽

Convolutional Neural Networks ◽

False Positive ◽

Mr Lymphography ◽

False Positive Reduction

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Multi-stage Neural Networks with Single-Sided Classifiers for False Positive Reduction and Its Evaluation Using Lung X-Ray CT Images

Image Analysis and Processing - ICIAP 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-68560-1_33 ◽

2017 ◽

pp. 370-379 ◽

Author(s):

Masaharu Sakamoto ◽

Hiroki Nakano ◽

Kun Zhao ◽

Taro Sekiyama

Keyword(s):

Neural Networks ◽

False Positive ◽

Ct Images ◽

X Ray ◽

Multi Stage ◽

False Positive Reduction

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Automatic Detection of COVID-19 Using Chest X-Ray Images and Modified ResNet18-Based Convolution Neural Networks

Computers Materials & Continua ◽

10.32604/cmc.2020.013232 ◽

2021 ◽

Vol 66 (2) ◽

pp. 1301-1313

Author(s):

Ruaa A. Al-Falluji ◽

Zainab Dalaf Katheeth ◽

Bashar Alathari

Keyword(s):

Neural Networks ◽

Automatic Detection ◽

X Ray ◽

Convolution Neural Networks ◽

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False-Positive Reduction of Pulmonary Nodule Detection Based on Deformable Convolutional Neural Networks

2021 IEEE 9th International Conference on Bioinformatics and Computational Biology (ICBCB) ◽

10.1109/icbcb52223.2021.9459209 ◽

2021 ◽

Author(s):

Yuan Haiying ◽

Fan Zhongwei ◽

Dong Ding ◽

Sun Zengyang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pulmonary Nodule ◽

False Positive ◽

False Positive Reduction ◽

Nodule Detection ◽

Pulmonary Nodule Detection

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