Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers

A. Asaithambi; V. Thamilarasi

doi:10.1109/CCWC57344.2023.10099228

Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers

School of Computing

Research output: Chapter or Contribution to Book › Literary contribution

Original language	English
Title of host publication	2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023
Editors	Rajashree Paul
Pages	465-469
Number of pages	5
ISBN (Electronic)	9798350332865
DOIs	https://doi.org/10.1109/CCWC57344.2023.10099228
State	Published - 2023
Event	13th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2023 - Virtual, Online, United States Duration: Mar 8 2023 → Mar 11 2023

Publication series

Name	2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023

Conference

Conference	13th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2023
Country/Territory	United States
City	Virtual, Online
Period	3/8/23 → 3/11/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition
Information Systems and Management
Control and Optimization
Instrumentation

Keywords

data augmentation
learning rate
lung CXR image
nodule and non-nodule classification
ResNet-50
VGG-16
VGG-19
Xception Net

Access to Document

10.1109/CCWC57344.2023.10099228

Cite this

Asaithambi, A., & Thamilarasi, V. (2023). Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers. In R. Paul (Ed.), 2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023 (pp. 465-469). (2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023). https://doi.org/10.1109/CCWC57344.2023.10099228

Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers. / Asaithambi, A.; Thamilarasi, V.
2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023. ed. / Rajashree Paul. 2023. p. 465-469 (2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023).

Research output: Chapter or Contribution to Book › Literary contribution

Asaithambi, A & Thamilarasi, V 2023, Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers. in R Paul (ed.), 2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023. 2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC 2023, pp. 465-469, 13th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2023, Virtual, Online, United States, 3/8/23. https://doi.org/10.1109/CCWC57344.2023.10099228

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title = "Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers",

keywords = "data augmentation, learning rate, lung CXR image, nodule and non-nodule classification, ResNet-50, VGG-16, VGG-19, Xception Net",

author = "A. Asaithambi and V. Thamilarasi",

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Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this