Enhanced Brain Tumor Delineation Using t-SNE and Machine learning algorithms

Minu, M. S. and Vedhinee, N M and Singh, Prakratee and Karthik, V. (2025) Enhanced Brain Tumor Delineation Using t-SNE and Machine learning algorithms. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part II.

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Abstract

Our approach aims to alleviate the challenges of LCG detection, as tumors are often difficult to distinguish from surrounding brain tissue. Unlike conventional approaches that apply CNNs directly to raw MRI images, we employ t-SNE to enhance differentiation between tumor and non-tumor regions prior

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:19
Last Modified: 16 Apr 2026 15:52
URI: http://eprints.eai.eu/id/eprint/60206

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