Breast Cancer Detection using Machine learning and Deep learning algorithms

Breast cancer is a leading cause of cancerrelated deaths among women worldwide. Improved survival ratio and effective treatment depend on early and accurate identification. Using a dataset of breast ultrasound pictures, this study investigates a machine learning and deep learning method to identify the cancer. This study combines deep learning models like Convolutional Neural Networks (CNN) with conventional ML methods including Support Vector Machines (SVM), Logistic Regression, and K-Nearest Neighbors (KNN)

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-08-21
DOI
https://doi.org/10.5281/zenodo.13354221
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Breast Cancer Detection using Machine learning and Deep learning algorithms

Zenodo (CERN European Organization for Nuclear Research)
AI in cancer detection
article

Breast Cancer Detection using Machine learning and Deep learning algorithms

article en

Abstract

Breast cancer is a leading cause of cancerrelated deaths among women worldwide. Improved survival ratio and effective treatment depend on early and accurate identification. Using a dataset of breast ultrasound pictures, this study investigates a machine learning and deep learning method to identify the cancer. This study combines deep learning models like Convolutional Neural Networks (CNN) with conventional ML methods including Support Vector Machines (SVM), Logistic Regression, and K-Nearest Neighbors (KNN)

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Openalex Percentile: Top 68%
AI in cancer detection
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Breast Cancer Detection using Machine learning and Deep learning algorithms · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS