Automatic pulmonary ground‐glass opacity nodules detection and classification based on 3D neural network

Author:

Ma He12,Guo Huimin1,Zhao Mingfang3,Qi Shouliang12,Li Heming3,Tian Yumeng3,Li Zhi3,Zhang Guanjing4,Yao Yudong5,Qian Wei1

Affiliation:

1. College of Medicine and Biological Information Engineering Northeastern University Shenyang China

2. Key Laboratory of Intelligent Computing in Medical Image Ministry of Education Northeastern University Shenyang China

3. Department of Medical Oncology the First Hospital of China Medical University Shenyang China

4. AnyCheck Health‐IT Co., Ltd. Shenzhen China

5. Department of Electrical and Computer Engineering Stevens Institute of Technology Hoboken New Jersey USA

Funder

National Natural Science Foundation of China

Publisher

Wiley

Subject

General Medicine

Reference21 articles.

1. High resolution computed tomography of diffuse lung disease

2. CAD system for pulmonary nodule detection using Gabor filtering and template matching;Bastawrous HA;IEEJ Trans Electron Inf Syst,2005

3. OkumuraT MiwaT KakoJI et al.Automatic detection of lung cancers in chest CT images by variable N‐Quoit filter.Proceedings of Fourteenth International Conference on Pattern Recognition (Cat. No. 98EX170) Vol.2.IEEE;1998:1671‐1673.

4. BastawrousHA NittaN TsudagawaM.A new CAD system for detecting localized ground glass opacity nodules in lung CT images using cross and coronary section images.IEEE International Workshop on Medical Measurement and Applications 2006 (MeMea 2006).IEEE;2006:54‐47.

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