Breast Cancer Classification From Medical Images Using Machine Learning Approach
Abstract & Details
Research Area
computer science
Keywords
Breast Cancer Identification
Mammograph Image
Ultrasound Image
Machine Learning
Artificial Intelligence.
Abstract
During their life, among 8% of ladies are determined to have Breast cancer, after lung cancer, Breast Cancer is the second famous reason for death in both created and lacking universes. Breast Cancer is portrayed by the transformation of qualities, steady torment, changes in the size, color(redness), skin surface of breasts. Characterization of breast cancer drives pathologists to locate a deliberate and target prognostic, by and large the most successive grouping is paired (generous cancer/defame cancer). Today, Machine Learning (ML) strategies are by and large comprehensively utilized in the breast cancer grouping issue. They give high characterization exactness and compelling indicative capacities. In this paper, we present two unique classifiers: Naive Bayes (NB) classifier and k-Nearest Neighbor (KNN) for breast cancer grouping. We propose a correlation between the two new usage and assess their precision utilizing cross approval.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Digeshwar Prasad Sahu | Seth Phoolchand Agrawal Smriti Mahavidhyalaya Rajim, Chhattisgarh, India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Sahu, Digeshwar Prasad (2020). Breast Cancer Classification From Medical Images Using Machine Learning Approach. International Journal of Advance Research and Innovative Ideas In Education, 6(4), 1251-1255.
MLA Style
Sahu, Digeshwar Prasad. "Breast Cancer Classification From Medical Images Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 4, 2020, pp. 1251-1255.
IEEE Style
Digeshwar Prasad Sahu, "Breast Cancer Classification From Medical Images Using Machine Learning Approach," International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 4, pp. 1251-1255, 2020.
Vancouver Style
Sahu Digeshwar Prasad. Breast Cancer Classification From Medical Images Using Machine Learning Approach. International Journal of Advance Research and Innovative Ideas In Education. 2020;6(4):1251-1255.
Harvard Style
Sahu, Digeshwar Prasad (2020) 'Breast Cancer Classification From Medical Images Using Machine Learning Approach', International Journal of Advance Research and Innovative Ideas In Education, 6(4), pp. 1251-1255.
Chicago Style
Sahu, Digeshwar Prasad. "Breast Cancer Classification From Medical Images Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education 6, no. 4 (2020): 1251-1255.
Turabian Style
Sahu, Digeshwar Prasad. "Breast Cancer Classification From Medical Images Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education 6, no. 4 (2020): 1251-1255.
Related Research
Comprehensive Review of Existing Chatbot Systems for Career Assistance, Resume Support, and ATS-Aware Guidance
PDF Unavailable
Development of an AI-Powered Multimodal Web Assistant with Intelligent Resume Building and ATS Enhancement
PDF Unavailable
A Deep Learning-Based Framework for Mood-Oriented Music Recommendation Using Facial Expression Analysis
PDF Unavailable
Survey On : Intelligent Payroll and Human Resource Management Systems: A Systematic Review of Automation, Security, and Analytics
PDF Unavailable
Civic Engagement & Empowerment Platform
PDF Unavailable
Recent Developments in Microneedle Technology and Its Diverse Biomedical Applications
PDF Unavailable
RAG System Development with Pydantic AI ChromaDB & Groq
PDF Unavailable
Machine Learning Based Early Stage Diabetes Detection System
PDF Unavailable
A Survey on Skillsense:AI Career Analyzer App
PDF Unavailable
Employee Performance Portal
PDF Unavailable