GAN Medical CT Evaluation Report

Patient: PM03022021

Slice 70 Targeting Evaluation

Patient Information

Patient ID: PM03022021

Model: cytran

Slice: Slice_70

Slice Thickness: 2.5mm

Conversion: NATIVE → VENOUS

📊 Download Metrics

📥 Download CSV Metrics (patient_PM03022021_metrics.csv)

Contains all 4 metric datasets: Network-Normalized, Hounsfield Units, Lung Window, and Mediastinum Window

Native→Venous Translation Metrics (Generated Venous vs Real Venous)

Targeted Slice 70 - Network-Normalized Analysis (Generated vs Real Venous)

0.221
SSIM Score
0.720
RMSE
0.672
MAE

Average Network-Normalized Metrics Across All Slices (95 slices) - Generated vs Real Venous

0.225
SSIM Score (Avg)
0.730
RMSE (Avg)
0.683
MAE (Avg)

Targeted Slice 70 - HU-Space Analysis (Generated vs Real Venous)

0.221
HU SSIM
720.1
HU RMSE
672.4
HU MAE

Average HU-Space Metrics Across All Slices (95 slices) - Generated vs Real Venous

0.225
HU SSIM (Avg)
729.6
HU RMSE (Avg)
683.3
HU MAE (Avg)

Targeted Slice 70 - Lung Window Analysis (Generated vs Real Venous)

0.196
Lung SSIM
718.8
Lung RMSE
667.1
Lung MAE

Average Lung Window Metrics Across All Slices (95 slices) - Generated vs Real Venous

0.199
Lung SSIM (Avg)
728.5
Lung RMSE (Avg)
678.1
Lung MAE (Avg)

Targeted Slice 70 - Mediastinum Window Analysis (Generated vs Real Venous)

0.698
Mediastinum SSIM
82.1
Mediastinum RMSE
35.5
Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (95 slices) - Generated vs Real Venous

0.699
Mediastinum SSIM (Avg)
75.5
Mediastinum RMSE (Avg)
33.1
Mediastinum MAE (Avg)

Image Grid

4×3 grid: Rows show different image types (Original NATIVE, Reconstructed NATIVE, Original VENOUS, Generated VENOUS), Columns show windowing techniques (No Window, Lung Window, Mediastinum Window)

Original NATIVE CT scan (input)
No window - Raw intensity values
Original NATIVE CT scan (input)
Original NATIVE CT scan (input)
Lung window (WL -600, WW 1500 → Low −1350, High +150)
Original NATIVE CT scan (input)
Original NATIVE CT scan (input)
Mediastinum window (WL 40, WW 400 → Low −160, High +240)
Original NATIVE CT scan (input)
Reconstructed NATIVE CT scan (cycle consistency)
No window - Raw intensity values
Reconstructed NATIVE CT scan (cycle consistency)
Reconstructed NATIVE CT scan (cycle consistency)
Lung window (WL -600, WW 1500 → Low −1350, High +150)
Reconstructed NATIVE CT scan (cycle consistency)
Reconstructed NATIVE CT scan (cycle consistency)
Mediastinum window (WL 40, WW 400 → Low −160, High +240)
Reconstructed NATIVE CT scan (cycle consistency)
Original VENOUS CT scan
No window - Raw intensity values
Original VENOUS CT scan
Original VENOUS CT scan
Lung window (WL -600, WW 1500 → Low −1350, High +150)
Original VENOUS CT scan
Original VENOUS CT scan
Mediastinum window (WL 40, WW 400 → Low −160, High +240)
Original VENOUS CT scan
Generated VENOUS CT scan (A→B translation)
No window - Raw intensity values
Generated VENOUS CT scan (A→B translation)
Generated VENOUS CT scan (A→B translation)
Lung window (WL -600, WW 1500 → Low −1350, High +150)
Generated VENOUS CT scan (A→B translation)
Generated VENOUS CT scan (A→B translation)
Mediastinum window (WL 40, WW 400 → Low −160, High +240)
Generated VENOUS CT scan (A→B translation)

Windowing Parameters