A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review

A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review

Abstract Background Lung diseases, both infectious and non-infectious, are the most prevalent cause of mortality overall in the world. Medical research has identified pneumonia, lung cancer, and Corona Virus Disease 2019 (COVID-19) as prominent lung diseases prioritized over others. Imaging modaliti...

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书目详细资料
Main Authors: Sunil Kumar, Harish Kumar, Gyanendra Kumar, Shailendra Pratap Singh, Anchit Bijalwan, Manoj Diwakar
格式: 文件
语言:English
出版: BMC 2024-02-01
丛编:BMC Medical Imaging
主题:
CNN
CT scan
Deep learning
Ensemble learning
Transfer learning
X-ray
在线阅读:https://doi.org/10.1186/s12880-024-01192-w

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https://doi.org/10.1186/s12880-024-01192-w

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