GAN Medical CT Evaluation Report

Patient: BC23122020

Slice 70 Targeting Evaluation

Patient Information

Patient ID: BC23122020

Model: cytran

Slice: Slice_70

Slice Thickness: 2.5mm

Conversion: NATIVE → VENOUS

📊 Download Metrics

📥 Download CSV Metrics (patient_BC23122020_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)

0.636
SSIM Score
963.021
RMSE
533.107
MAE

Average Full Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.664
SSIM Score (Avg)
957.716
RMSE (Avg)
516.925
MAE (Avg)

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

0.786
Lung SSIM
352.8
Lung RMSE
195.3
Lung MAE

Average Lung Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.806
Lung SSIM (Avg)
350.8
Lung RMSE (Avg)
189.3
Lung MAE (Avg)

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

0.747
Mediastinum SSIM
94.1
Mediastinum RMSE
52.1
Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.770
Mediastinum SSIM (Avg)
93.5
Mediastinum RMSE (Avg)
50.5
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)
Full window (WL 1023.5, WW 4095 → Low −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 → Low −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 → Low −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 → Low −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 → Low −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 → Low −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 → Low −1024, High +3071)
Original VENOUS CT scan
Actual HU range: [-1024.0, 3071.0]
Original VENOUS CT scan
Lung window (WL -600, WW 1500 → Low −1350, High +150)
Original VENOUS CT scan
Actual HU range: [-1350.0, 150.0]
Original VENOUS CT scan
Mediastinum window (WL 40, WW 400 → Low −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 → Low −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 → Low −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 → Low −160, High +240)
Generated VENOUS CT scan (A→B translation)
Actual HU range: [-160.0, 240.0]

Windowing Parameters