Deep Learning-Based Diagnosis of Lung Abnormalities on X-ray images: A Comparative Study of U-Net and Sequential CNN Models

Author:

K Bhavani1ORCID,A Shashank1ORCID,T Gopalakrishna M2ORCID

Affiliation:

1. Dept. of ISE, Dayananda Sagar College of Engineering, India

2. Dept. of AI & ML, SJB Institute of Technology, India

Publisher

ACM

Reference19 articles.

1. Lung cancer screening: current status and perspectives;Lee H.;The Korean Journal of Internal Medicine,2021

2. A comprehensive survey on deep learning in medical imaging analysis;Wu Q.;Neurocomputing,2020

3. Chen , H. , Qi , X. , Yu , L. , Dou , Q. , Qin , J. , & Heng , P. A. Recent advances in pixel-wise semantic segmentation for medical imaging. Journal of healthcare engineering , 2021 , 1-21,2021 Chen, H., Qi, X., Yu, L., Dou, Q., Qin, J., & Heng, P. A. Recent advances in pixel-wise semantic segmentation for medical imaging. Journal of healthcare engineering, 2021, 1-21,2021

4. Feature Visualization

5. U-Net: Convolutional Networks for Biomedical Image Segmentation

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