Author: Sun, Yixuan; Li, Chengyao; Zhang, Qian; Zhou, Aimin; Zhang, Guixu
Title: Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray Cord-id: tcewke7g Document date: 2020_12_31
ID: tcewke7g
Snippet: In recent years, the prevalence of several pulmonary diseases, especially the coronavirus disease 2019 (COVID-19) pandemic, has attracted worldwide attention. These diseases can be effectively diagnosed and treated with the help of lung imaging. With the development of deep learning technology and the emergence of many public medical image datasets, the diagnosis of lung diseases via medical imaging has been further improved. This article reviews pulmonary CT and X-ray image detection and classi
Document: In recent years, the prevalence of several pulmonary diseases, especially the coronavirus disease 2019 (COVID-19) pandemic, has attracted worldwide attention. These diseases can be effectively diagnosed and treated with the help of lung imaging. With the development of deep learning technology and the emergence of many public medical image datasets, the diagnosis of lung diseases via medical imaging has been further improved. This article reviews pulmonary CT and X-ray image detection and classification in the last decade. It also provides an overview of the detection of lung nodules, pneumonia, and other common lung lesions based on the imaging characteristics of various lesions. Furthermore, this review introduces 26 commonly used public medical image datasets, summarizes the latest technology, and discusses current challenges and future research directions.
Search related documents:
Co phrase search for related documents- accuracy achieve and long short term: 1, 2, 3, 4, 5, 6
- accuracy achieve and long short term memory: 1, 2, 3, 4, 5, 6
- accuracy improve and localization approach: 1
- accuracy improve and logistic regression: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14
- accuracy improve and long short term: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13
- accuracy improve and long short term memory: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
- accuracy improve and low density: 1, 2
- accuracy obtain and logistic regression: 1
- accuracy obtain and long short term: 1
- accuracy obtain and long short term memory: 1
- adaboost classifier and logistic regression: 1, 2
- adaboost classifier and long short term: 1
- adaboost classifier and long short term memory: 1
- localization approach and low density: 1
- location reference and logistic regression: 1
- logistic regression and long short term: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
- logistic regression and long short term memory: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14
- logistic regression and low density: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
- long short term and low density: 1
Co phrase search for related documents, hyperlinks ordered by date