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Title: :  AI-Driven Breast and Lung Cancer Detection
PaperId: :  22746
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22746
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M RonithDayananda Sagar Academy of Technology and Management, Bengaluru, India.
Karthik N HebbarDayananda Sagar Academy of Technology and Management, Bengaluru, India.
Rakshith SrinivasanDayananda Sagar Academy of Technology and Management, Bengaluru, India.
Shravan KarthikDayananda Sagar Academy of Technology and Management, Bengaluru, India.
Harshitha B KDayananda Sagar Academy of Technology and Management, Bengaluru, India.

Abstract

Computer Engineering
Breast cancer, Lung cancer Machine learning, Deep learning, Convolutional neural network, EfficientNetB0
Cancer, notably breast and lung cancer, continues to pose a global health threat, emphasizing the need for early detection strategies to improve survival rates. This literature survey focuses on AI-driven early detection of breast and lung cancer through deep learning and Convolutional Neural Network (CNN) models. A novel automated system for breast cancer detection is proposed, employing techniques like convolutional neural networks, sparse autoencoder, and stacked sparse autoencoder. Comparative analyses underscore the superiority of the stacked sparse autoencoder, presenting a robust and accurate non-invasive detection solution. Shifting to lung cancer, early diagnosis is crucial, prompting a critical assessment of existing computer-aided diagnosis techniques. A new model for lung cancer detection is proposed to enhance accuracy. With lung cancer being a leading global cause of mortality, the review explores advanced technologies in computed tomography (CT) screening. The analysis aids radiologists in precise assessments, addressing challenges posed by vast CT image information.

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IJARIIE M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Breast and Lung Cancer Detection" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 445-451
MLA M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Breast and Lung Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 445-451.
APA M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, & Harshitha B K. (2024). AI-Driven Breast and Lung Cancer Detection. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 445-451.
Chicago M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Breast and Lung Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 445-451.
Oxford M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. 'AI-Driven Breast and Lung Cancer Detection', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 445-451. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AI_Driven_Breast_and_Lung_Cancer_Detection_ijariie22746.pdf (Accessed : ).
Harvard M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. (2024) 'AI-Driven Breast and Lung Cancer Detection', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 445-451IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AI_Driven_Breast_and_Lung_Cancer_Detection_ijariie22746.pdf (Accessed : )
IEEE M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K, "AI-Driven Breast and Lung Cancer Detection," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 445-451, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/AI_Driven_Breast_and_Lung_Cancer_Detection_ijariie22746.pdf [Accessed : ].
Turabian M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Breast and Lung Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. AI-Driven Breast and Lung Cancer Detection. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 445-451. Available from: https://ijariie.com/AdminUploadPdf/AI_Driven_Breast_and_Lung_Cancer_Detection_ijariie22746.pdf
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