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 - Full Window Analysis (Generated vs Real Venous)

0.859
SSIM Score
124.340
RMSE
51.574
MAE

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

0.861
SSIM Score (Avg)
125.072
RMSE (Avg)
48.812
MAE (Avg)

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

0.898
Lung SSIM
45.5
Lung RMSE
18.9
Lung MAE

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

0.900
Lung SSIM (Avg)
45.8
Lung RMSE (Avg)
17.9
Lung MAE (Avg)

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

0.894
Mediastinum SSIM
12.1
Mediastinum RMSE
5.0
Mediastinum MAE

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

0.897
Mediastinum SSIM (Avg)
12.2
Mediastinum RMSE (Avg)
4.8
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)
Full window (WL 1023.5, WW 4095 β†’ Low βˆ’1024, High +3071)
Original NATIVE CT scan (input)
Actual HU range: [-1024.0, 3071.0]
Original NATIVE CT scan (input)
Lung window (WL -600, WW 1500 β†’ Low βˆ’1350, High +150)
Original NATIVE CT scan (input)
Actual HU range: [-1350.0, 150.0]
Original NATIVE CT scan (input)
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’160, High +240)
Original NATIVE CT scan (input)
Actual HU range: [-160.0, 240.0]
Reconstructed NATIVE CT scan (cycle consistency)
Full window (WL 1023.5, WW 4095 β†’ Low βˆ’1024, High +3071)
Reconstructed NATIVE CT scan (cycle consistency)
Actual HU range: [-1024.0, 3071.0]
Reconstructed NATIVE CT scan (cycle consistency)
Lung window (WL -600, WW 1500 β†’ Low βˆ’1350, High +150)
Reconstructed NATIVE CT scan (cycle consistency)
Actual HU range: [-1350.0, 150.0]
Reconstructed NATIVE CT scan (cycle consistency)
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’160, High +240)
Reconstructed NATIVE CT scan (cycle consistency)
Actual HU range: [-160.0, 240.0]
Original VENOUS CT scan
Full window (WL 1023.5, WW 4095 β†’ Low βˆ’1024, High +3071)
Original VENOUS CT scan
Actual HU range: [-1024.0, 3071.0]
Original VENOUS CT scan
Lung window (WL -600, WW 1500 β†’ Low βˆ’1350, High +150)
Original VENOUS CT scan
Actual HU range: [-1350.0, 150.0]
Original VENOUS CT scan
Mediastinum window (WL 40, WW 400 β†’ Low βˆ’160, High +240)
Original VENOUS CT scan
Actual HU range: [-160.0, 240.0]
Generated VENOUS CT scan (A→B translation)
Full window (WL 1023.5, WW 4095 β†’ Low βˆ’1024, High +3071)
Generated VENOUS CT scan (A→B translation)
Actual HU range: [-1024.0, 3071.0]
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)
Actual HU range: [-1350.0, 150.0]
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)
Actual HU range: [-160.0, 240.0]

Windowing Parameters