A novel brain MRI classification framework integrating tuned single scale retinex and empirical wavelet entropy features

A novel brain MRI classification framework integrating tuned single scale retinex and empirical wavelet entropy features

Abstract Brain tumors are caused by the abnormal growth of cells in the brain, which are often irregular in shape. Growing at such a rate of about 1.4% per day, the abnormal rate of growth accounts for an invisible illness and depressive behavioral changes; hence, brain tumors have become a major ca...

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Main Authors: Paravathanani Rajendra Kumar, Krishna Prakash, Buraga Ram Sai Teja, Kota Akhil Manoj, Adi Bhuvaneswar, Divvela David Syam Kumar, Shonak Bansal, Sandeep Kumar, Mohammad Rashed Iqbal Faruque, K. S. Al-mugren
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Brian tumors
Empirical wavelet transform
Entropy
Energy
Magnetic resonance imaging
Tuned Single-Scale retinex
Online Access:https://doi.org/10.1038/s41598-025-13281-z
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https://doi.org/10.1038/s41598-025-13281-z

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