Commit Graph

4 Commits

Author SHA1 Message Date
rpotter6298 35cbd9ac3c 2026001 2026-07-01 17:35:58 +02:00
rpotter6298 9bfcc0243b Implement code changes to enhance functionality and improve performance 2026-07-01 17:35:51 +02:00
rpotter6298 66472b99bd Implement code changes to enhance functionality and improve performance 2026-06-29 14:30:49 +02:00
rpotter6298 8a136c71fe Add scripts for patient classification and visualization
- Created `classification.py` for comparing image-level and patient-level classification results using various CNN models.
- Implemented `create_patient_groups.py` to extract features, generate PCA/t-SNE plots, and identify patient groups via K-means clustering.
- Added `figure6.py` to generate boxplots for test accuracy across multiple seeds.
- Developed `simple_patient_tsne.py` to perform t-SNE visualization of patient groups and save results in a manifest file.
- Introduced `simple_patient_manifest.csv` to store patient IDs, classes, image counts, and associated images.
2026-06-29 14:30:16 +02:00