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Title: :  SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS
PaperId: :  13940
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13940
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Chennasamudram HarshaDayananda Sagar Academy of Technology and Management
Manoj Krishna DDayananda Sagar Academy of Technology and Management
Akash P KeladiDayananda Sagar Academy of Technology and Management
Ananthsai Raghava KDayananda Sagar Academy of Technology and Management
Dr. M. Vinoth KumarDayananda Sagar Academy of Technology and Management

Abstract

Computer Science and Engineering
Lung Cancer Detection, CNN, Convolutional neural networks, Deep CNN, Detection
The deaths caused by cancer are increasing day by day one of the major reasons is lung cancer. Detecting lung cancer at the initial stages greatly lessens the number of patients who die and dramatically increases the likelihood that the patient will be saved. This paper aims to classify malignant and non-malignant development in the lung using the Convolutional Neural Network (CNN) algorithm. As a progressively mechanized methodology, the CNN technique uses picture information as input information and can be straightforwardly classified as yield. The machine will detect the image of the lung nodule participant in characteristics with various targets and dimensions when observing the disruption in the standard representation of the lung nodule due to its radiological complexity and fluctuation of sizes and shapes, thereby doing the constructive side of the classification function and enhancing the precision of classification steps. Many different methods of detecting lung cancer nodules exist but we will be focusing on Convolutional neural networks that utilize deep learning techniques.

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IJARIIE Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. "SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 802-807
MLA Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. "SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 802-807.
APA Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, & Dr. M. Vinoth Kumar. (2021). SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 802-807.
Chicago Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. "SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 802-807.
Oxford Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. 'SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 802-807. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SURVEY_ON_LUNG_CANCER_DETECTION_USING_CONVOLUTIONAL_NEURAL_NETWORKS_ijariie13940.pdf (Accessed : 22 August 2023).
Harvard Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. (2021) 'SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 802-807IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SURVEY_ON_LUNG_CANCER_DETECTION_USING_CONVOLUTIONAL_NEURAL_NETWORKS_ijariie13940.pdf (Accessed : 22 August 2023)
IEEE Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar, "SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 802-807, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/SURVEY_ON_LUNG_CANCER_DETECTION_USING_CONVOLUTIONAL_NEURAL_NETWORKS_ijariie13940.pdf [Accessed : 22 August 2023].
Turabian Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. "SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 (22 August 2023).
Vancouver Chennasamudram Harsha, Manoj Krishna D, Akash P Keladi, Ananthsai Raghava K, and Dr. M. Vinoth Kumar. SURVEY ON LUNG CANCER DETECTION USING CONVOLUTIONAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 22 August 2023]; 7(2) : 802-807. Available from: https://ijariie.com/AdminUploadPdf/SURVEY_ON_LUNG_CANCER_DETECTION_USING_CONVOLUTIONAL_NEURAL_NETWORKS_ijariie13940.pdf
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