Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
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-12,Issue-1. 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

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  AI-Driven Lungs And Breast Cancer Detection
PaperId: :  23798
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23798
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M RonithDayananda Sagar Academy of Technology and Management
Karthik N HebbarDayananda Sagar Academy of Technology and Management
Rakshith SrinivasanDayananda Sagar Academy of Technology and Management
Shravan KarthikDayananda Sagar Academy of Technology and Management
Harshitha B KDayananda Sagar Academy of Technology and Management

Abstract

Computer Engineering
Breast cancer, Lung cancer, Machine learning, Deep learning, Convolutional neural network, EfficientNetB0.
Cancer, particularly lung and breast cancer, remains a significant global health challenge, underscoring the urgency for early detection methods to enhance survival rates. This paper centers on employing artificial intelligence (AI) techniques for the early detection of lung and breast cancer using deep learning and Convolutional Neural Network (CNN) models. This paper presents a comprehensive methodology for the development and evaluation of lung and breast cancer detection models using medical imaging data. Leveraging TensorFlow and a T4 GPU in Google Colab, the methodology navigates through key stages, including dataset collection, data pre-processing, model training, and model evaluation. For lung cancer detection, Chest CT- Scan images were collected and processed using data augmen- tation techniques, leading to the development of a robust Effi- cientNetB0 CNN architecture. The trained model demonstrated high accuracy and generalization ability, with promising results on validation and test datasets. For breast cancer detection, mammography images from the ”cbis-ddsm-breast-cancer-image- dataset” were utilized. A VGG16 CNN architecture was tailored for binary classification, achieving an impressive accuracy on the test dataset.

Citations

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

IJARIIE M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Lungs And Breast Cancer Detection" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 1202-1208
MLA M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Lungs And Breast Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 1202-1208.
APA M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, & Harshitha B K. (2024). AI-Driven Lungs And Breast Cancer Detection. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 1202-1208.
Chicago M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Lungs And Breast Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 1202-1208.
Oxford M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. 'AI-Driven Lungs And Breast Cancer Detection', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 1202-1208. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AI_Driven_Lungs_And_Breast_Cancer_Detection_ijariie23798.pdf (Accessed : 03 September 2024).
Harvard M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. (2024) 'AI-Driven Lungs And Breast Cancer Detection', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 1202-1208IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AI_Driven_Lungs_And_Breast_Cancer_Detection_ijariie23798.pdf (Accessed : 03 September 2024)
IEEE M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K, "AI-Driven Lungs And Breast Cancer Detection," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 1202-1208, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/AI_Driven_Lungs_And_Breast_Cancer_Detection_ijariie23798.pdf [Accessed : 03 September 2024].
Turabian M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. "AI-Driven Lungs And Breast Cancer Detection." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 (03 September 2024).
Vancouver M Ronith, Karthik N Hebbar, Rakshith Srinivasan, Shravan Karthik, and Harshitha B K. AI-Driven Lungs And Breast Cancer Detection. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 03 September 2024]; 10(3) : 1202-1208. Available from: https://ijariie.com/AdminUploadPdf/AI_Driven_Lungs_And_Breast_Cancer_Detection_ijariie23798.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 9/3/2024 5:57:15 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
AI Based Resume ScannerArtificial Intelligence and Machine Learning EngineeringDr. D. Sivakumar Download
A Review of AI Based Decision Support Systems in Smart and Precision AgricultureArtificial Intelligence in AgricultureAkanksha Meshram Download
AI-Based Anonymous Confession Platforms for Mental Health SupportHealth ScienceTanvi Wadhai Download
ROLE OF ADVANCED CLINICAL OPTOMETRY AND RETINAL IMAGING IN EARLY DETECTION AND RISK STRATIFICATION OF OCULAR DISEASESEducationSayani Pal Choudhury Download
USER FEEDBACK RATING COMPUTATION BASED ON A HYBRID RECOMMENDER SYSTEMartificial intelligenceHasanain Sahib Mohammed Download
The Prometheus Dilemma: Navigating the Ethical Labyrinth of Generative Artificial IntelligenceGenerative AIMrs. Shruti Pant Download
CHATBOT BASED HELPDESK FOR GOVERNMENT EMPLOYEES AND DEPARTMENTSComputer ScienceMr. Praveen Pawaskar Download
Intelligent System for Automatic Sports Highlight GenerationEngineering and TechnologyDevendra Bodkhe Download
Emotion-Aware Personalized Music StreamingEngineering and TechnologyUjjwal Pathak Download
VOTERS FRAUD DETECTION SYSTEMArtificial Intelligence and Machine Learning EngineeringPRATHIKSHA R Download
Campus 360 – Smarter Student ERPcomputer engineeringJignesh Patel Download
AI-Driven Electronic Health Record System for Smart Diagnosis and CareArtificial Intelligence and Data ScienceJIGNESH PATEL Download
MULTI-LAYER PRIVACY PROTECTION FOR FEDERATED LEARNING IN HEALTHCAREARTIFICIAL INTELLIGENCE AND DATA SCIENCEJIGNESH PATEL Download
CivicConnect AI: An Intelligent Full-Stack Platform for AI-Based Civic Issue ManagementComputer EngineeringMr. Chirag TS Gowda Download
Online Recruitment Detection And Prevention TechniquesArtificial inteligence and machine learning engineering Pratiksha Ashtekar Download
12