Novel Feature Selection Using Machine Learning Algorithm for Breast Cancer Screening of Thermography Images-Reference-Cited by-同舟云学术

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Novel Feature Selection Using Machine Learning Algorithm for Breast Cancer Screening of Thermography Images

Published:2023-06-12 Issue:3 Volume:131 Page:1929-1956
ISSN:0929-6212
Container-title:Wireless Personal Communications
language:en
Short-container-title:Wireless Pers Commun

Author:

Gupta Kumod Kumar,Ritu Vijay ,Pahadiya Pallavi,Saxena Shivani,Gupta Meenakshi

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Computer Science Applications

Link

https://link.springer.com/content/pdf/10.1007/s11277-023-10527-9.pdf

Reference30 articles.

1. Singh, D., & Singh, A. K. (2020). Role of image thermography in early breast cancer detection-Past, present and future. Computer Methods and Programs in Biomedicine, 183, 105074.

2. Moradi, P., & Gholampour, M. (2016). A hybrid particle swarm optimization for feature subset selection by integrating a novel local search strategy. Applied Soft Computing, 43, 117–130.

3. Gacav, C., Benligiray, B., & Topal, C. (2017). Greedy search for descriptive spatial face features. In 2017 IEEE international conference on acoustics, IEEE, speech and signal processing (ICASSP) (pp. 1497–1501).

4. Khasburrahman, K., Wibowo, A., Waspada, I., Hashim, H. B., & W. Jatmiko (2017). Comparison of diagnostics set and feature selection for breast cancer classification based on microRNA expression. In Proceedings of the 1st international conference on informatics and computational sciences (ICICoS) (pp. 165–170).

5. Zheng, W., Zhu, X., Wen, G., Zhu, Y., Yu, H., & Gan, J. (2020). Unsupervised feature selection by self-paced learning regularization. Pattern Recognition Letters, 132, 4–11.

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1. Dual-Tree Complex Wavelet Pooling and Attention-Based Modified U-Net Architecture for Automated Breast Thermogram Segmentation and Classification;Journal of Imaging Informatics in Medicine;2024-09-03

2. Machine Learning for Early Breast Cancer Detection;Journal of Engineering and Science in Medical Diagnostics and Therapy;2024-07-26

3. Dual-Tree Complex Wavelet Pooling and Attention based Modified U-Net Architecture for Automated Breast Thermogram Segmentation and Classification;2024-02-16

4. Breast cancer diagnosis: A systematic review;Biocybernetics and Biomedical Engineering;2024-01

5. A Review of Feature Selection and HyperparameterOptimization Techniques for Breast Cancer Detection on thermograms Images;2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech);2023-11-21

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