Explainable CNN for brain tumor detection and classification through XAI based key features identification

Keyphrases

• Convolutional Neural Network 100%
• Feature Identification 100%
• Brain Tumor Detection 100%
• Decision-making Process 50%
• XAI Technique 50%
• Reduced Complexity 25%
• Novel Methodology 25%
• Tumor Classification 25%
• Tumor Detection 25%
• Soft Tissue 25%
• Complex Structure 25%
• Classification Process 25%
• Unseen 25%
• Convolutional Neural Network Architecture 25%
• Model Robustness 25%
• Explainable AI 25%
• Irrelevant Features 25%
• Shapley Additive Explanations 25%
• Gradient-weighted Class Activation Mapping (Grad-CAM) 25%
• Local Interpretable Model-agnostic Explanations 25%
• Model Transparency 25%

Computer Science

• Tumor Detection 100%
• Explainable Artificial Intelligence 100%
• Convolutional Neural Network 100%
• Decision-Making 50%
• Complex Structure 25%
• Classification Process 25%
• Generalizability 25%
• Neural Network Architecture 25%
• Interpretability 25%
• SHapley Additive exPlanation 25%
• Gradient-Weighted Class Activation Mapping 25%

Chemical Engineering

• Neural Network 100%
• Artificial Intelligence 50%