Breast Cancer Diagnosis using Convolutional Neural Network

Researcher selected 569 instances from the Breast Cancer Repository websites. Using two input parameters, Benign and Malignant, we computed precision, recall, and F1-score employing neural network, support vector machine, Random Forest, and Nearest Neighbor models. Subsequently, we contrasted these results with those obtained from a convolutional network, revealing significantly higher values for precision, recall, and F1-score.

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Publication Details

Published
2024-11-23
DOI
https://doi.org/10.1109/icicat62666.2024.10922877
Citations
2
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
Field-Weighted Citation Impact
1.20
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article

Breast Cancer Diagnosis using Convolutional Neural Network

2 citations
Mycorrhizal Fungi and Plant Interactions
1.20
article

Breast Cancer Diagnosis using Convolutional Neural Network

article en
2 citations

Abstract

Researcher selected 569 instances from the Breast Cancer Repository websites. Using two input parameters, Benign and Malignant, we computed precision, recall, and F1-score employing neural network, support vector machine, Random Forest, and Nearest Neighbor models. Subsequently, we contrasted these results with those obtained from a convolutional network, revealing significantly higher values for precision, recall, and F1-score.

International Management Institute (IN), Uttaranchal University (IN), Poornima University (IN), Institute of Technology Management (IN), Graphic Era University (IN), Amrita Vishwa Vidyapeetham (IN)
Good health and well-being, Gender equality
Openalex Percentile: Top 15%
Mycorrhizal Fungi and Plant Interactions
1.20
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