GAN Medical CT Evaluation Report

Patient: BM26032018

Slice 70 Targeting Evaluation

Patient Information

Patient ID: BM26032018

Model: cytran

Slice: Slice_70

Slice Thickness: 2.0mm

Conversion: NATIVE β†’ VENOUS

πŸ“Š Download Metrics

πŸ“₯ Download CSV Metrics (patient_BM26032018_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)

0.210
SSIM Score
0.741
RMSE
0.702
MAE

Average Network-Normalized Metrics Across All Slices (133 slices) - Generated vs Real Venous

0.201
SSIM Score (Avg)
0.740
RMSE (Avg)
0.692
MAE (Avg)

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

0.210
HU SSIM
741.4
HU RMSE
701.7
HU MAE

Average HU-Space Metrics Across All Slices (133 slices) - Generated vs Real Venous

0.201
HU SSIM (Avg)
739.9
HU RMSE (Avg)
692.4
HU MAE (Avg)

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

0.186
Lung SSIM
739.7
Lung RMSE
694.8
Lung MAE

Average Lung Window Metrics Across All Slices (133 slices) - Generated vs Real Venous

0.181
Lung SSIM (Avg)
738.6
Lung RMSE (Avg)
686.8
Lung MAE (Avg)

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

0.709
Mediastinum SSIM
83.3
Mediastinum RMSE
34.9
Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (133 slices) - Generated vs Real Venous

0.680
Mediastinum SSIM (Avg)
83.0
Mediastinum RMSE (Avg)
37.5
Mediastinum MAE (Avg)

Image Grid

4Γ—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 β†’ Low βˆ’1350, High +150)
Original NATIVE CT scan (input)
Original NATIVE CT scan (input)
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’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 β†’ Low βˆ’1350, High +150)
Reconstructed NATIVE CT scan (cycle consistency)
Reconstructed NATIVE CT scan (cycle consistency)
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’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 β†’ Low βˆ’1350, High +150)
Original VENOUS CT scan
Original VENOUS CT scan
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’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 β†’ Low βˆ’1350, High +150)
Generated VENOUS CT scan (A→B translation)
Generated VENOUS CT scan (A→B translation)
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’160, High +240)
Generated VENOUS CT scan (A→B translation)

Windowing Parameters