Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning

Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning

Bronchoscopy inspection, as a follow-up procedure next to the radiological imaging, plays a key role in the diagnosis and treatment design for lung disease patients. When performing bronchoscopy, doctors have to make a decision immediately whether to perform a biopsy. Because biopsies may cause unco...

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Bibliographic Details
Main Authors: Tao Tan, Zhang Li, Haixia Liu, Farhad G. Zanjani, Quchang Ouyang, Yuling Tang, Zheyu Hu, Qiang Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Bronchoscopy
lung cancer
tuberculosis
DenseNet
deep learning
sequential fine-tuning
Online Access:https://ieeexplore.ieee.org/document/8438558/

Internet

https://ieeexplore.ieee.org/document/8438558/

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