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Title: :  Detection of Lung Cancer
PaperId: :  17274
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17274
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
PENDEM HEMANTH KUMARVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
R J S SUMANTHVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
VUYYALA THARAK NATHVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
SHAIK MOHAMMAD AYAZVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY

Abstract

Bio Medical Image Processing
SVM, KNN, Cancer, Diagnosis, LBP
Lung Cancer in today’s world is one among the major outspread diseases which is the subject of maximum deaths every year. Early detection of lung cancer could boost the endurance rate. Biomedical image processing plays a vital role in the recognition of lung tumor using Computer Tomography (CT) scan images. In the detection Process lung CT images are subjected to image preprocessing followed by feature extraction and it is given to classification technique. Even though various image processing techniques and machine learning methods are applied for detection of lung cancer detection they are not accurate. There need to develop the best technique for the detection which improves the accuracy. In this paper we proposing two techniques SVM and KNN for the texture feature classification. These techniques comprises feature extraction, fusion using the patch base LBP(Local Binary Pattern) and DCT(Discrete Cosine Transform). The proposed techniques achieves better accuracy of 93% and 91% for Support Vector Machine and K-Nearest Neighbors respectively.

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IJARIIE PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. "Detection of Lung Cancer" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 3622-3626
MLA PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. "Detection of Lung Cancer." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 3622-3626.
APA PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, & SHAIK MOHAMMAD AYAZ. (2022). Detection of Lung Cancer. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 3622-3626.
Chicago PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. "Detection of Lung Cancer." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 3622-3626.
Oxford PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. 'Detection of Lung Cancer', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 3622-3626. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Detection_of_Lung_Cancer_ijariie17274.pdf (Accessed : ).
Harvard PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. (2022) 'Detection of Lung Cancer', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 3622-3626IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Detection_of_Lung_Cancer_ijariie17274.pdf (Accessed : )
IEEE PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ, "Detection of Lung Cancer," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 3622-3626, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Detection_of_Lung_Cancer_ijariie17274.pdf [Accessed : ].
Turabian PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. "Detection of Lung Cancer." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver PENDEM HEMANTH KUMAR, R J S SUMANTH, VUYYALA THARAK NATH, and SHAIK MOHAMMAD AYAZ. Detection of Lung Cancer. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 3622-3626. Available from: https://ijariie.com/AdminUploadPdf/Detection_of_Lung_Cancer_ijariie17274.pdf
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