ProofLogics / MSc Data Science research
Pneumonia detection, evaluated honestly.
An academic investigation into automated pneumonia detection from chest X-rays using transfer learning, ensemble learning, patient-wise evaluation, and interpretable model analysis.
Methods
- NIH ChestX-ray8
- Patient-wise evaluation
- Transfer learning
- Ensemble models
- Grad-CAM interpretability
Important context
This is academic research, not a clinically deployed product or medical advice.