Self-supervised pretraining with SimCLR on ResNet-50 achieves 99.64% accuracy on 17-class brain tumor MRI classification, outperforms supervised baselines with limited labels, and includes Grad-CAM explainability.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
TumorXAI: Self-Supervised Deep Learning Framework for Explainable Brain MRI Tumor Classification
Self-supervised pretraining with SimCLR on ResNet-50 achieves 99.64% accuracy on 17-class brain tumor MRI classification, outperforms supervised baselines with limited labels, and includes Grad-CAM explainability.