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Title: :  Bone Cancer Detection at Earlier Stage Using CNN
PaperId: :  13980
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13980
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Divya H CDayananda Sagar Academy of Technology and Management
AnushaDayananda Sagar Academy of Technology and Management
Nayana U SDayananda Sagar Academy of Technology and Management
Shwetha K RDayananda Sagar Academy of Technology and Management
Dr G ManjulaDayananda Sagar Academy of Technology and Management

Abstract

Information Science and Engineering
Feature extraction, Bone tumor, CNN, Tumor size, MRI, CT or PET scan, Image segmentation, Edge detection.
Cancer may be a dangerous disease among different sorts of diseases. Almost 70% of individuals will be suffering from some type of cancer. Bone cancer may be a reason for major death among all sorts of cancers. Bone cancer is additionally called as bone neoplasm or bone tumor. First, we need to focus on the affected part and stage of disease by using medical imaging techniques like X-ray, CT, PET scan accurately. The primary step is to preprocess the image using median filter as the scanned images does not contain high resolution because of the total number of slices per pixel and noise. Then specific feature are chosen using genetic algorithm and extracted using GLCM from the preprocessed images. The CNN is used to classify the extracted images and storing purpose, this classification is useful to identify the stage of disease which helps physician to give remedial suggestions. 95-98% of accuracy can be achieved using proposed methodology.

Citations

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IJARIIE Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. "Bone Cancer Detection at Earlier Stage Using CNN" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 934-940
MLA Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. "Bone Cancer Detection at Earlier Stage Using CNN." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 934-940.
APA Divya H C, Anusha, Nayana U S, Shwetha K R, & Dr G Manjula. (2021). Bone Cancer Detection at Earlier Stage Using CNN. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 934-940.
Chicago Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. "Bone Cancer Detection at Earlier Stage Using CNN." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 934-940.
Oxford Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. 'Bone Cancer Detection at Earlier Stage Using CNN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 934-940. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Bone_Cancer_Detection_at_Earlier_Stage_Using_CNN_ijariie13980.pdf (Accessed : ).
Harvard Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. (2021) 'Bone Cancer Detection at Earlier Stage Using CNN', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 934-940IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Bone_Cancer_Detection_at_Earlier_Stage_Using_CNN_ijariie13980.pdf (Accessed : )
IEEE Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula, "Bone Cancer Detection at Earlier Stage Using CNN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 934-940, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Bone_Cancer_Detection_at_Earlier_Stage_Using_CNN_ijariie13980.pdf [Accessed : ].
Turabian Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. "Bone Cancer Detection at Earlier Stage Using CNN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 ().
Vancouver Divya H C, Anusha, Nayana U S, Shwetha K R, and Dr G Manjula. Bone Cancer Detection at Earlier Stage Using CNN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(2) : 934-940. Available from: https://ijariie.com/AdminUploadPdf/Bone_Cancer_Detection_at_Earlier_Stage_Using_CNN_ijariie13980.pdf
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