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Original Article
The Lung Cancer Prediction System Improves the Early Diagnosis of Lung Cancer by Using an Artificial Neural Network (ANN) Algorithm
D. Thiruppathi1
R. Sharon rose2
K. Sivabalan3
M. Nitharsan4
A. Suresh Kumar5
1234 Students, Department of Computer Science and Engineering, Rathinam Technical Campus, Coimbatore, Tamil Nadu, India. 5Assistant Professor, Department of Computer Science and Engineering, Rathinam Technical Campus, Coimbatore, Tamil Nadu, India.
Published Online: January-April 2025
Pages: 83-90
Cite this article
↗ https://www.doi.org/10.59256/indjcst.20250401014References
[1] Chen, L., & Wang, X., "Early Diagnosis of Lung Cancer via Machine Learning Algorithms", Springer Proceedings in Mathematics &
Statistics, 978-1-4799-5422-7, 2020.
[2] [K. A. Ganaie, M. B. S. Yadava, and J. Z. Zhu, "A Comprehensive Review on Lung Cancer Detection Using Deep Learning Techniques",
IEEE Reviews in Biomedical Engineering, 2021, 10.1109/RBME.2021.3092852
[3] R. K. Gupta, M. G. Kaur, and D. K. Sharma, "Prediction of Lung Cancer Risk using Decision Tree Classification", IEEE Journal of
Biomedical and Health Informatics, 2022, DOI: 10.1109/JBHI.2022.3145124.
[4] Nguyen, D., & Lee, D., "Lung Cancer Prediction Using Machine Learning Techniques", Journal of Biomedical Informatics, 978-1-5090-
2627-6, 2017.
[5] Hassan, M., & Kumar, P., Lung Cancer Prediction Using Machine Learning Algorithms", Journal of Artificial Intelligence in Medicine,
978-0-12-816543-4, 2020.
[6] M. Iqbal, M. M. Hassan, and M. A. Khandoker, "Lung Cancer Prediction Using Machine Learning Algorithms", IEEE Access ,
10.1109/ACCESS.2020.2979362,2020.
[7] Jason L. Causey, Yuanfang Guan, Wei Dong, Karl Walker, Jake A. Qualls, Fred Prior, Xiuzhen Huang, "Lung Cancer Screening with Low-
Dose CT Scans Using a Deep Learning Approach”, arXiv, 2019, DOI: 10.48550/arXiv.1906.00240
[8] Kaur, A., & Singh, R., “Predictive Model for Lung Cancer using Neural Networks”, International Journal of Computer Applications , 978-
3-319-61901-1,2029.
[9] Kumar, S., & Gupta, P, "Machine Learning Approaches for Lung Cancer Diagnosis and Prognosis", Computational Intelligence and
Neuroscience, 978-3-030-47733-9, 2020.
[10] Lee, S., & Park, K., "Lung Cancer Diagnosis Using Deep Learning and CT Scans", Journal of Cancer Research & Clinical Oncology, 978-
1-5090-3209-3, 2021,
[11] Liao, W., & Yang, J., "Predicting Lung Cancer Using Support Vector Machines and Clinical Data", International Journal of Biomedical
Data Mining, 978-3-030-40361-8, 2021.
[12] M. S. Iqbal, M. A. Khan, and Z. A. Khan, "A Novel Machine Learning-Based Lung Cancer Prediction System", IEEE Transactions on
Neural Networks and Learning Systems, 2021, DOI: 10.1109/TNNLS.2021.3051487
[13] G. M. A. Mollah, S. K. Saha, and M. M. R. Chowdhury, "A Hybrid Deep Learning Model for Lung Cancer Diagnosis Using CT Scan
Images", IEEE Transactions on Medical Imaging, 2021, DOI: 10.1109/TMI.2021.3084557
[14] L. M. Rios, G. M. C. A. S. Furtado, and L. S. Almeida, "Improving Lung Cancer Prediction Using Random Forest and Support Vector
Machines", IEEE Access, 2019
DOI: 10.1109/ACCESS.2019.2932250[15] Sarthak Gupta, "The Early Detection of Lung Cancer among Indian Patients using Machine Learning Algorithms", Journal of Student
Research, Year of Publication: 2024, DOI: 10.47611/jsr.v13i1.2383
[16] Singh, A., & Gupta, H., "Artificial Neural Networks for Lung Cancer Prediction", International Journal of Medical Informatics, 978-1-
4951-5125-8, 2015.
[17] R. P.R. Nair, R. A. S, G V., "The Efficacy of Machine Learning Models in Lung Cancer Risk Prediction with Explainability", PLOS ONE,
2022, DOI: 10.1371/journal.pone.0305035
[18] Y. K. M. Yang, K. S. Lee, and S. H. Kim, "Lung Cancer Diagnosis Using a Deep Convolutional Neural Network", IEEE Transactions on
Biomedical Engineering, 2020
DOI:10.1109/TBME.2020.2970973.
[19] Y. Zhang, J. Wang, and X. Liu, "Prediction of Lung Cancer Using Artificial Neural Networks", IEEE Transactions on Biomedical
Engineering, DOI: 10.1109/TBME.2018.2847983,2018.
[20] Zhang, Y., & Li, M., "Artificial Intelligence in Lung Cancer Detection: A Review of Approaches", Artificial Intelligence in Medicine, 978-
0-12-818373-5m, 2022
[21] Zhao, H., & Yu, C., "Deep Learning Models for Lung Cancer Prediction", Journal of Medical Imaging and Health Informatics, 978-1-
921251-01-2, 2019.
Suresh Kumar A, Rajathi S, Vineetha Vargheese, Sudha M, Anju A Sanu, Lokeshkiran, “Enhancing liver cancer detection with ai-powered
image processing”, https://ieeexplore.ieee.org/document/10763071
Statistics, 978-1-4799-5422-7, 2020.
[2] [K. A. Ganaie, M. B. S. Yadava, and J. Z. Zhu, "A Comprehensive Review on Lung Cancer Detection Using Deep Learning Techniques",
IEEE Reviews in Biomedical Engineering, 2021, 10.1109/RBME.2021.3092852
[3] R. K. Gupta, M. G. Kaur, and D. K. Sharma, "Prediction of Lung Cancer Risk using Decision Tree Classification", IEEE Journal of
Biomedical and Health Informatics, 2022, DOI: 10.1109/JBHI.2022.3145124.
[4] Nguyen, D., & Lee, D., "Lung Cancer Prediction Using Machine Learning Techniques", Journal of Biomedical Informatics, 978-1-5090-
2627-6, 2017.
[5] Hassan, M., & Kumar, P., Lung Cancer Prediction Using Machine Learning Algorithms", Journal of Artificial Intelligence in Medicine,
978-0-12-816543-4, 2020.
[6] M. Iqbal, M. M. Hassan, and M. A. Khandoker, "Lung Cancer Prediction Using Machine Learning Algorithms", IEEE Access ,
10.1109/ACCESS.2020.2979362,2020.
[7] Jason L. Causey, Yuanfang Guan, Wei Dong, Karl Walker, Jake A. Qualls, Fred Prior, Xiuzhen Huang, "Lung Cancer Screening with Low-
Dose CT Scans Using a Deep Learning Approach”, arXiv, 2019, DOI: 10.48550/arXiv.1906.00240
[8] Kaur, A., & Singh, R., “Predictive Model for Lung Cancer using Neural Networks”, International Journal of Computer Applications , 978-
3-319-61901-1,2029.
[9] Kumar, S., & Gupta, P, "Machine Learning Approaches for Lung Cancer Diagnosis and Prognosis", Computational Intelligence and
Neuroscience, 978-3-030-47733-9, 2020.
[10] Lee, S., & Park, K., "Lung Cancer Diagnosis Using Deep Learning and CT Scans", Journal of Cancer Research & Clinical Oncology, 978-
1-5090-3209-3, 2021,
[11] Liao, W., & Yang, J., "Predicting Lung Cancer Using Support Vector Machines and Clinical Data", International Journal of Biomedical
Data Mining, 978-3-030-40361-8, 2021.
[12] M. S. Iqbal, M. A. Khan, and Z. A. Khan, "A Novel Machine Learning-Based Lung Cancer Prediction System", IEEE Transactions on
Neural Networks and Learning Systems, 2021, DOI: 10.1109/TNNLS.2021.3051487
[13] G. M. A. Mollah, S. K. Saha, and M. M. R. Chowdhury, "A Hybrid Deep Learning Model for Lung Cancer Diagnosis Using CT Scan
Images", IEEE Transactions on Medical Imaging, 2021, DOI: 10.1109/TMI.2021.3084557
[14] L. M. Rios, G. M. C. A. S. Furtado, and L. S. Almeida, "Improving Lung Cancer Prediction Using Random Forest and Support Vector
Machines", IEEE Access, 2019
DOI: 10.1109/ACCESS.2019.2932250[15] Sarthak Gupta, "The Early Detection of Lung Cancer among Indian Patients using Machine Learning Algorithms", Journal of Student
Research, Year of Publication: 2024, DOI: 10.47611/jsr.v13i1.2383
[16] Singh, A., & Gupta, H., "Artificial Neural Networks for Lung Cancer Prediction", International Journal of Medical Informatics, 978-1-
4951-5125-8, 2015.
[17] R. P.R. Nair, R. A. S, G V., "The Efficacy of Machine Learning Models in Lung Cancer Risk Prediction with Explainability", PLOS ONE,
2022, DOI: 10.1371/journal.pone.0305035
[18] Y. K. M. Yang, K. S. Lee, and S. H. Kim, "Lung Cancer Diagnosis Using a Deep Convolutional Neural Network", IEEE Transactions on
Biomedical Engineering, 2020
DOI:10.1109/TBME.2020.2970973.
[19] Y. Zhang, J. Wang, and X. Liu, "Prediction of Lung Cancer Using Artificial Neural Networks", IEEE Transactions on Biomedical
Engineering, DOI: 10.1109/TBME.2018.2847983,2018.
[20] Zhang, Y., & Li, M., "Artificial Intelligence in Lung Cancer Detection: A Review of Approaches", Artificial Intelligence in Medicine, 978-
0-12-818373-5m, 2022
[21] Zhao, H., & Yu, C., "Deep Learning Models for Lung Cancer Prediction", Journal of Medical Imaging and Health Informatics, 978-1-
921251-01-2, 2019.
Suresh Kumar A, Rajathi S, Vineetha Vargheese, Sudha M, Anju A Sanu, Lokeshkiran, “Enhancing liver cancer detection with ai-powered
image processing”, https://ieeexplore.ieee.org/document/10763071
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