Cancer Classification and Detection Using Machine Learning Techniques

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Badashah, Syed Jahangir and Alam, Afaque and Jawarneh, Malik Mustafa Mohammad and Moharekar, Tejashree Tejpal and Venkatesan, H. and Poornima, Galiveeti and Jain, Ashish (2025) Cancer Classification and Detection Using Machine Learning Techniques. Cancer Classification and Detection Using Machine Learning Techniques. 95 - 111.

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Abstract

This chapter presents a machine learning and image processing framework for automatic classification and detection of bone cancer from MRI and CT scans. Images are enhanced using Gaussian elimination, and classification is performed using CNN and LSTM models. The framework addresses the challenge of differentiating healthy and cancerous bone tissue, improving diagnostic accuracy and reducing manual workload in clinical imaging.

Item Type: Article
Additional Information: Cited by: 2
Subjects: Biochemistry, Genetics and Molecular Biology > Cancer Research
Divisions: Medicine > Aarupadai Veedu Medical College and Hospital, Puducherry > Medical Microbiology
Depositing User: Unnamed user with email techsupport@mosys.org
Date Deposited: 26 Nov 2025 09:08
Last Modified: 26 Nov 2025 09:08
URI: https://vmuir.mosys.org/id/eprint/331

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