Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.3

Submission
Last date
28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM
PaperId: :  19827
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19827
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Rashmi Kishor KolambeSinhgad College Of Engineering Pune
Shah Chaitanya Rameshchandra Sinhgad College Of Engineering Pune
Dhanashree Satish DashputeSinhgad College Of Engineering Pune
Dr.S.R. GanorkarSinhgad College Of Engineering Pune

Abstract

Electronic and Telecommunications
Breast cancer, Mammogram, Convolution Neural Network, Classification, Diagnosis, Image.
Breast cancer detection using CNN for mammogram imaging system is proposed to classify mammogram images into normal, benign (non-cancerous abnormality), and malignant (cancerous abnormality). Breast Cancer Detection Using Convolutional Neural Networks (BCDCNN) is aimed to speed up the diagnosis process by assisting specialists in the diagnosis and classification the breast cancer. A series of mammogram images are used to carry out pre-processing to convert a human visual image into a computer vision image and adjust suitable parameters for the CNN classifier. After that, all changed images are assigned to the CNN classifier as a training source. The CNN classifier will produce a system to recognize the mammogram image. By comparing the BCDCNN method with Mammogram Classification Using Convolutional Neural Networks (MCCANN), BCDCNN has improved the accuracy of classification on mammogram images. Therefore, the results show that the proposed method has higher accuracy.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. "BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2420-2426
MLA Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. "BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2420-2426.
APA Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, & Dr.S.R. Ganorkar. (2023). BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2420-2426.
Chicago Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. "BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2420-2426.
Oxford Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. 'BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2420-2426. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/BREAST_CANCER_DETECTION_USING__CNN_FOR_MAMMOGRAM_IMAGING__SYSTEM_ijariie19827.pdf (Accessed : 10 April 2025).
Harvard Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. (2023) 'BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2420-2426IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/BREAST_CANCER_DETECTION_USING__CNN_FOR_MAMMOGRAM_IMAGING__SYSTEM_ijariie19827.pdf (Accessed : 10 April 2025)
IEEE Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar, "BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2420-2426, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/BREAST_CANCER_DETECTION_USING__CNN_FOR_MAMMOGRAM_IMAGING__SYSTEM_ijariie19827.pdf [Accessed : 10 April 2025].
Turabian Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. "BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (10 April 2025).
Vancouver Rashmi Kishor Kolambe, Shah Chaitanya Rameshchandra , Dhanashree Satish Dashpute, and Dr.S.R. Ganorkar. BREAST CANCER DETECTION USING CNN FOR MAMMOGRAM IMAGING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 10 April 2025]; 9(2) : 2420-2426. Available from: https://ijariie.com/AdminUploadPdf/BREAST_CANCER_DETECTION_USING__CNN_FOR_MAMMOGRAM_IMAGING__SYSTEM_ijariie19827.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 4/10/2025 5:47:48 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
FLAP-AI BIRDArtificial Intelligence and Machine LearningRamya BN Download
AL-Powered healthcare chatbot for personalized medical assistance and wound classificationAI-Powered Healthcare SystemProf. Manjunath N Download
AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career ProfilingComputer EngineeringAditi Meshram Download
AI based object color detection and sorting automationRobotics and AutomationBHUVAN THEJASWI T Download
Advanced knowledge on Synthetic Data Generation Using GANs for Medical Imaging ApplicationsArtificial IntelligenceRajeev Ranjan Download
Information on Cognitive AI Assistants for Visually Impaired Navigation SupportComputer ScienceNagaraj.H Download
Speech Emotion AI for Mental Health Monitoring in Call CentersComputer ScienceGowtham Kumar Download
Multi-Agent Reinforcement Learning for Coordinated Drone SwarmsComputer ScienceDeepak Gowda Download
AI-Based Soil Health Monitoring Using Remote Sensing and Deep LearningArtificial IntelligenceChethan Nagraj Download
Dynamic Criminal Network Link Forecasting via Deep Reinforcement LearningDeep LearningSrikant Tayade Download
Virtual Try-On-Enhancing Fashion Exploration for Gen-ZDeep Learning & Generative ModelsAnushka Mane Download
To Develop an EMG-Based Expert System for the Detection of Wrist Flexion and ExtensionArtificial Intelligence and Data ScienceRohit Mehta Download
LUNG CANCER PREDICTION AND DETECTION USING MLCOMPUTER SCIENCE & ENGINEERINGRASHMI T N Download
NewsTrust: AI-Driven News Verification with Social Publishing FeaturesArtificial IntelligenceRaj Mehta Download
Deepfake Technology: A Cybersecurity Threat and Counter Measures.Computer Engineering (Data Science)Chinmay Jitendra Dhamangaonkar Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.