Chapter 5. Unsupervised Learning-Based Classification of Breast Cancer Using Gaussian Mixture Model

Authors

Hussein Alkattan, Department of System Programming, South Ural State University. Chelyabinsk, Russia; Salam Abdulkhaleq Noaman, College of Education for Pure Science, University of Diyala. Diyala, Iraq; Abrar Ryadh, Medical Laboratory Techniques, Mustaqbal University. Hillah, Iraq; Mostafa Abotaleb, Engineering School of Digital Technologies, Yugra State University. Khanty-Mansiysk, 628012, Russia; H.K. Al-Mahdawi, Electronic Computer Centre, University of Diyala. Diyala, Iraq; Elman Azimov, Azerbaijan Medical University, Azerbaijan; Pushan Kumar Dutta, School of Engineering and Technology, University of Amity. Kolkata, India
DOI: https://doi.org/10.62486/978-9915-704-01-2.ch05

Synopsis

978-9915-704-01-2_Portada

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Volume

AI and Machine Learning in Healthcare and Biomedical Engineering

Pages

31-43

Published

December 21, 2025
Copyright (c) 2025 Vugar Abdullayev (Volume editor); V Rajesh, B Rakesh Babu, Hussein Alkattan, Salam Abdulkhaleq Noaman, Abrar Ryadh, Mostafa Abotaleb, H.K. Al-Mahdawi, Elman Azimov, Pushan Kumar Dutta, Sahib Huseynov, Aygun Ibrahimova, Abuzarova Vusala, Mahbuba Shirinova (Chapter Author); Alex Khang (Volume editor); Jarupula Somlal, N Narender Reddy, Sk. Hasane Ahammad, Ebrahim E. Elsayed, Davron Juraev, Nazila Ragimova, Vugar Abdullayev, Saggurthi Spandana, Mohammed R. Hayal, Bahar Asgarova, Elmina Gadirova (Chapter Author)

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

1.
Alkattan H, Abdulkhaleq Noaman S, Ryadh A, Abotaleb M, Al-Mahdawi H, Azimov E, et al. Chapter 5. Unsupervised Learning-Based Classification of Breast Cancer Using Gaussian Mixture Model. In: Abdullayev V, Khang A, editors. AI and Machine Learning in Healthcare and Biomedical Engineering [Internet]. South American Publishing; 2025 [cited 2026 Oct. 10]. pp. 31-43. Available from: https://books.southam.pub/index.php/books/catalog/book/978-9915-704-01-2/chapter/223