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Title: :  DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION
PaperId: :  21818
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21818
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RANJITH VBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
ARUNKUMAR VBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
ABINESH ABANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
STEPHEN SAGAYARAJ ABANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM

Abstract

DEEP LEARNING
Deep Learning, VGG-16, VGG-19, CT scans, Transfer Learning
Deep learning has a lot of potential to help us detect and classify lung cancer more accurately, which is really important for early detection and treatment. Two of the most well-known deep CNN models are VGG16 and VGG19 These deep CNN models are well-known for their depth and great feature extraction abilities, but they've been adapted and finely-tuned to analyze medical images, especially pulmonary CT scan. This allows us mechanically recognize complex composition of the lung images, so we can more be more precise in distinguishing between the benign and malignant lung nodules or lesions. In this abstract, we'll look at the architectural details of these models, how they can be applied through transfer learning to lung cancer datasets, as well as how data augmentation techniques can be used to improve model generalization. All in all, these models can Enhance the early detection and personalized treatment of lung cancer, reduce mortality rates, and provide valuable insights to healthcare professionals.

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IJARIIE RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. "DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 1941-1946
MLA RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. "DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 1941-1946.
APA RANJITH V, ARUNKUMAR V, ABINESH A, & STEPHEN SAGAYARAJ A. (2023). DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 1941-1946.
Chicago RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. "DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 1941-1946.
Oxford RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. 'DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 1941-1946. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/DEEP_LEARNING_FOR_LUNG_CANCER_DETECTION_AND__CLASSIFICATION_ijariie21818.pdf (Accessed : ).
Harvard RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. (2023) 'DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 1941-1946IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/DEEP_LEARNING_FOR_LUNG_CANCER_DETECTION_AND__CLASSIFICATION_ijariie21818.pdf (Accessed : )
IEEE RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A, "DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 1941-1946, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/DEEP_LEARNING_FOR_LUNG_CANCER_DETECTION_AND__CLASSIFICATION_ijariie21818.pdf [Accessed : ].
Turabian RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. "DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver RANJITH V, ARUNKUMAR V, ABINESH A, and STEPHEN SAGAYARAJ A. DEEP LEARNING FOR LUNG CANCER DETECTION AND CLASSIFICATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 1941-1946. Available from: http://ijariie.com/AdminUploadPdf/DEEP_LEARNING_FOR_LUNG_CANCER_DETECTION_AND__CLASSIFICATION_ijariie21818.pdf
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