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Medical Devices: Evidence and Research Volume 12, 2019 - Issue

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Original Research

An automated mammogram classification system using modified support vector machine

Aderonke Anthonia Kayode1 Computer Science Department, Landmark University, Omu-Aran, Kwara State, NigeriaCorrespondence[email protected]

Noah Oluwatobi Akande1 Computer Science Department, Landmark University, Omu-Aran, Kwara State, Nigeria

Adekanmi Adeyinka Adegun1 Computer Science Department, Landmark University, Omu-Aran, Kwara State, Nigeria

Marion Olubunmi Adebiyi2 Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria

Pages 275-284 | Published online: 12 Aug 2019

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Citations (9)

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Wilson Ong, Lei Zhu, Yi Liang Tan, Ee Chin Teo, Jiong Hao Tan, Naresh Kumar, Balamurugan A. Vellayappan, Beng Chin Ooi, Swee Tian Quek, Andrew Makmur & James Thomas Patrick Decourcy Hallinan. (2023) Application of Machine Learning for Differentiating Bone Malignancy on Imaging: A Systematic Review. Cancers 15:6, pages 1837.
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Khalaf Alshamrani, Hassan A. Alshamrani, Fawaz F. Alqahtani & Bander S. Almutairi. (2022) Enhancement of Mammographic Images Using Histogram-Based Techniques for Their Classification Using CNN. Sensors 23:1, pages 235.
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Dilber Uzun Ozsahin, Declan Ikechukwu Emegano, Berna Uzun & Ilker Ozsahin. (2022) The Systematic Review of Artificial Intelligence Applications in Breast Cancer Diagnosis. Diagnostics 13:1, pages 45.
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Khaoula Belhaj Soulami, Naima Kaabouch & Mohamed Nabil Saidi. (2022) Breast cancer: Three‐class masses classification in mammograms using Apriori dynamic selection. Concurrency and Computation: Practice and Experience 34:24.
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João Mendes, José Domingues, Helena Aidos, Nuno Garcia & Nuno Matela. (2022) AI in Breast Cancer Imaging: A Survey of Different Applications. Journal of Imaging 8:9, pages 228.
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G. Jayandhi, J.S. Leena Jasmine & S. Mary Joans. (2022) Mammogram Learning System for Breast Cancer Diagnosis Using Deep Learning SVM. Computer Systems Science and Engineering 40:2, pages 491-503.
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Abdelali Elmoufidi. (2022) Deep Multiple Instance Learning for Automatic Breast Cancer Assessment Using Digital Mammography. IEEE Transactions on Instrumentation and Measurement 71, pages 1-13.
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Abigail Bola Adetunji, Oluwatobi Noah Akande, Funmilola Alaba Ajala, Ololade Oyewo, Yetunde Faith Akande & Gbenle Oluwadara. (2022) House Price Prediction using Random Forest Machine Learning Technique. Procedia Computer Science 199, pages 806-813.
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Thanh-Tam Nguyen, Thanh-Hai Nguyen & Ba-Viet Ngo. (2021) A GLCM Algorithm for Optimal Features of Mammographic Images for Detection of Breast Cancer. A GLCM Algorithm for Optimal Features of Mammographic Images for Detection of Breast Cancer.

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