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Title: :  Lung Cancer Prediction Using CNN and Transfer Learning
PaperId: :  26111
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26111
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Gopisetti RadhikaVasireddy Venkatadri Institution of Technology
B,MankanthVasireddy Venkatadri Institution of Technology
Boddu MounikaVasireddy Venkatadri Institution of Technology
Danda JahnaviVasireddy Venkatadri Institution of Technology
Banavath Bhavani BaiVasireddy Venkatadri Institution of Technology

Abstract

Electronics and Communication Engineering
Lung Cancer Detection. CNNs (Convolutional neural Networks). Transfer Learnin., Deep Learning. Medical Imaging, Computer-Aided Diagnosis.
Lung cancer is one of the leading causes of cancer-related deaths worldwide, with early detection being critical for improving patient outcomes. However, the detection of lung cancer can be challenging, even for experienced radiologists, due to the complexity and variability of lung nodules. Recent advances in deep learning have shown promise in improving the accuracy and efficiency of lung cancer detection. The proposed model achieves high accuracy in distinguishing between malignant and benign lung nodules, with a training accuracy of 99.18% and testing accuracy of 95.87%. The use of transfer learning enables the model to leverage knowledge learned from large -scale image classification tasks, reducing the need for extensive training data and improving overall performance. The model’s performance is evaluated using a range of metrics, including accuracy, precision, recall, and F1 score.

Citations

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IJARIIE Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. "Lung Cancer Prediction Using CNN and Transfer Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 1242-1249
MLA Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. "Lung Cancer Prediction Using CNN and Transfer Learning." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 1242-1249.
APA Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, & Banavath Bhavani Bai. (2025). Lung Cancer Prediction Using CNN and Transfer Learning. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 1242-1249.
Chicago Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. "Lung Cancer Prediction Using CNN and Transfer Learning." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 1242-1249.
Oxford Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. 'Lung Cancer Prediction Using CNN and Transfer Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 1242-1249. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Lung_Cancer_Prediction_Using_CNN_and_Transfer_Learning_ijariie26111.pdf (Accessed : ).
Harvard Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. (2025) 'Lung Cancer Prediction Using CNN and Transfer Learning', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 1242-1249IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Lung_Cancer_Prediction_Using_CNN_and_Transfer_Learning_ijariie26111.pdf (Accessed : )
IEEE Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai, "Lung Cancer Prediction Using CNN and Transfer Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 1242-1249, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Lung_Cancer_Prediction_Using_CNN_and_Transfer_Learning_ijariie26111.pdf [Accessed : ].
Turabian Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. "Lung Cancer Prediction Using CNN and Transfer Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver Gopisetti Radhika, B,Mankanth, Boddu Mounika, Danda Jahnavi, and Banavath Bhavani Bai. Lung Cancer Prediction Using CNN and Transfer Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 1242-1249. Available from: https://ijariie.com/AdminUploadPdf/Lung_Cancer_Prediction_Using_CNN_and_Transfer_Learning_ijariie26111.pdf
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