samir-m0hamed/Automated-Medical-Diagnosis-via-ResNet50
Deep learning pipeline for automated pneumonia detection from chest X-ray images using ResNet50 transfer learning and fine-tuning. Includes feature extraction, performance monitoring, ROC analysis, and clinical-relevant evaluation metrics. Achieves high AUC and strong diagnostic reliability with robust generalization.
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Feb 27, 2026
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