"Beyond the Scan: Enhancing Brain Tumor Detection through AI Visualization"
"Medical scans can be incredibly complex, so I conducted a comparative failure analysis to see how different AI 'brains'—like ResNet50 and Vision Transformers—interpret them. By using heatmap visualizations (as seen in the image), I’ve made it easier to see exactly where a model succeeds or struggles, aiming to make AI-assisted diagnostics more reliable and transparent."🧠