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Title: :  TITLE: LUNG CANCER DETECTION USING DEEP LEARNING
PaperId: :  17502
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17502
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sindhu priya AkuthotaElectronics and Communication, VNRVJIET, Telangana, India
Shaik FayazuddinElectronics and Communication, VNRVJIET, Telangana, India
Sreekar JulluriElectronics and Communication, VNRVJIET, Telangana, India
Pruthvinath KusupatiElectronics and Communication, VNRVJIET, Telangana, India
Shaik kadhar sharifElectronics and Communication, VNRVJIET, Telangana, India

Abstract

Computer Engineering
Deep learning, Lung cancer , CNN , ResNet, MobileNet
Monitoring health outcomes is essential to enhance quality initiatives, healthcare management, and consumer education. Lung cancer is one of the leading causes among most of the cancer deaths. Early detection of lung cancer is very important to improve the survival rate of infected patients. It also helps in reducing treatment costs and eliminates risk of surgery. Tumors can be different types such as Benign or Malignant. “Cancer” here refers to malignant tumors. In this paper, Resnet and Mobile Net deep neural networks are introduced to classify CT scan images. Resnet (Residual network) was introduced after CNN. In order to improve accuracy and performance additional layers are added to DNN (Deep Neural Network). The intuition behind this is the layers would progressively learn the features. Therefore, the lung cancer detection systems are effective in detecting the cancer at the early stage, besides the model is cost effective and time saving. Hence, the proposed model plays a vital role in diagnosis process.

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IJARIIE Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. "TITLE: LUNG CANCER DETECTION USING DEEP LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 4792-4798
MLA Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. "TITLE: LUNG CANCER DETECTION USING DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 4792-4798.
APA Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, & Shaik kadhar sharif. (2022). TITLE: LUNG CANCER DETECTION USING DEEP LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 4792-4798.
Chicago Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. "TITLE: LUNG CANCER DETECTION USING DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 4792-4798.
Oxford Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. 'TITLE: LUNG CANCER DETECTION USING DEEP LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 4792-4798. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/TITLE__LUNG_CANCER_DETECTION_USING_DEEP_LEARNING_ijariie17502.pdf (Accessed : 01 June 2023).
Harvard Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. (2022) 'TITLE: LUNG CANCER DETECTION USING DEEP LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 4792-4798IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/TITLE__LUNG_CANCER_DETECTION_USING_DEEP_LEARNING_ijariie17502.pdf (Accessed : 01 June 2023)
IEEE Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif, "TITLE: LUNG CANCER DETECTION USING DEEP LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 4792-4798, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/TITLE__LUNG_CANCER_DETECTION_USING_DEEP_LEARNING_ijariie17502.pdf [Accessed : 01 June 2023].
Turabian Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. "TITLE: LUNG CANCER DETECTION USING DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (01 June 2023).
Vancouver Sindhu priya Akuthota, Shaik Fayazuddin, Sreekar Julluri, Pruthvinath Kusupati, and Shaik kadhar sharif. TITLE: LUNG CANCER DETECTION USING DEEP LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 01 June 2023]; 8(3) : 4792-4798. Available from: https://ijariie.com/AdminUploadPdf/TITLE__LUNG_CANCER_DETECTION_USING_DEEP_LEARNING_ijariie17502.pdf
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