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An intelligent hybrid efficient residual transfer learning approach for multiclass brain tumor classification | Synapse
March 3, 2026
An intelligent hybrid efficient residual transfer learning approach for multiclass brain tumor classification
NK
Neelam Khemariya
JW
Javed Wasim
SS
Sumit Singh Sonker
Puntos clave
Brain tumor classification achieves improved accuracy with the proposed transfer learning method.
The algorithm shows a significant performance increase, reaching accuracy levels of over 95%.
Assessment employs advanced machine learning techniques, utilizing residual networks to enhance feature representation.
This method hints at better diagnostic tools for healthcare professionals, although real-world testing is necessary.
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Khemariya et al. (Sun,) studied this question.
synapsesocial.com/papers/69a76559badf0bb9e87d8cc0
https://doi.org/https://doi.org/10.1007/s11042-026-21176-y
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