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Title: :  Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.
PaperId: :  20229
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20229
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. R. P. DhakeMET’s Institute of Engineering, Nashik
Sanskruti BagulMET’s Institute of Engineering, Nashik
Aditi AndoreMET’s Institute of Engineering, Nashik
Siddhika GuleMET’s Institute of Engineering, Nashik
Karan KawreMET’s Institute of Engineering, Nashik

Abstract

Information Technology
Mammography, deep learning, convolutional neural network, augmentation
Cancer is a significant public health concern in the present era, and breast cancer is a type of cancer that initiates in the breast and spreads to other parts of the body. It is a major cause of death among women. The uncontrolled growth of cells is the cause of cancer, and there are various types of breast cancer. A proposed model has been developed to address both benign and malignant breast cancer. Computer-aided diagnosis systems play a crucial role in the identification and classification of breast cancer using histopathology and ultrasound images. In recent decades, researchers have demonstrated the capability to automate the initial level identification and classification of tumors. Early detection of breast cancer can improve a patient's chances of survival, and deep learning (DL) and machine learning (ML) techniques have been employed to solve various medical problems. Despite prior scientific research on tumor categorization and identification using different types of models, several limitations have been identified. A dataset shortage makes research challenging. To facilitate automatic detection and diagnosis of breast cancer, a proposed methodology using deep learning techniques has been developed.

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IJARIIE Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. "Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 1209-1212
MLA Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. "Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 1209-1212.
APA Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, & Karan Kawre. (2023). Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 1209-1212.
Chicago Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. "Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 1209-1212.
Oxford Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. 'Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 1209-1212. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Detection_of_Breast_Cancer_from_Biopsy_Images_and_Classifying_Benign_and_Malignant_Using_Deep_Learning_Techniques__ijariie20229.pdf (Accessed : ).
Harvard Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. (2023) 'Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 1209-1212IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Detection_of_Breast_Cancer_from_Biopsy_Images_and_Classifying_Benign_and_Malignant_Using_Deep_Learning_Techniques__ijariie20229.pdf (Accessed : )
IEEE Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre, "Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 1209-1212, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Detection_of_Breast_Cancer_from_Biopsy_Images_and_Classifying_Benign_and_Malignant_Using_Deep_Learning_Techniques__ijariie20229.pdf [Accessed : ].
Turabian Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. "Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Dr. R. P. Dhake, Sanskruti Bagul, Aditi Andore, Siddhika Gule, and Karan Kawre. Detection of Breast Cancer from Biopsy Images and Classifying Benign and Malignant Using Deep Learning Techniques.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 1209-1212. Available from: https://ijariie.com/AdminUploadPdf/Detection_of_Breast_Cancer_from_Biopsy_Images_and_Classifying_Benign_and_Malignant_Using_Deep_Learning_Techniques__ijariie20229.pdf
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