GAN Evaluation Report - Patient EM31082020

Patient Information

Patient ID: EM31082020

Model: cytran

Slice: Slice_70

Slice Thickness: 3.0mm

Conversion: NATIVE → VENOUS

📊 Download Metrics

📥 Download CSV Metrics (patient_EM31082020_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)

0.886

SSIM Score

0.090

RMSE

0.037

MAE

Average Network-Normalized Metrics Across All Slices (17 slices) - Generated vs Real Venous

0.908

SSIM Score (Avg)

0.079

RMSE (Avg)

0.033

MAE (Avg)

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

0.886

HU SSIM

89.9

HU RMSE

37.4

HU MAE

Average HU-Space Metrics Across All Slices (17 slices) - Generated vs Real Venous

0.908

HU SSIM (Avg)

79.3

HU RMSE (Avg)

33.1

HU MAE (Avg)

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

0.797

Lung SSIM

87.2

Lung RMSE

35.8

Lung MAE

Average Lung Window Metrics Across All Slices (17 slices) - Generated vs Real Venous

0.814

Lung SSIM (Avg)

75.4

Lung RMSE (Avg)

31.0

Lung MAE (Avg)

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

0.807

Mediastinum SSIM

37.0

Mediastinum RMSE

13.2

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (17 slices) - Generated vs Real Venous

0.797

Mediastinum SSIM (Avg)

32.0

Mediastinum RMSE (Avg)

11.2

Mediastinum MAE (Avg)

Detailed Per-Slice Metrics

Slice ID	SSIM	RMSE	MAE	HU SSIM	HU RMSE	HU MAE	Lung SSIM	Lung RMSE	Lung MAE	Mediastinum SSIM	Mediastinum RMSE	Mediastinum MAE
EM31082020_slice_8	0.924	0.071	0.029	0.924	70.7	29.3	0.840	63.8	25.9	0.809	30.0	10.4
EM31082020_slice_11	0.920	0.071	0.030	0.920	70.8	29.9	0.835	65.3	27.0	0.809	30.0	10.3
EM31082020_slice_16	0.915	0.075	0.031	0.915	75.0	31.0	0.827	70.1	28.5	0.806	30.5	10.3
EM31082020_slice_20	0.925	0.072	0.029	0.925	72.2	29.5	0.833	68.8	27.7	0.810	28.3	9.6
EM31082020_slice_29	0.918	0.076	0.031	0.918	76.2	31.2	0.825	72.7	29.2	0.805	28.9	9.6
EM31082020_slice_32	0.925	0.073	0.030	0.925	73.4	30.1	0.831	69.2	27.9	0.809	29.0	9.5
EM31082020_slice_33	0.919	0.075	0.031	0.919	75.0	30.9	0.823	71.2	28.9	0.801	29.6	9.9
EM31082020_slice_36	0.916	0.076	0.032	0.916	76.4	31.6	0.819	72.8	29.6	0.798	29.4	9.9
EM31082020_slice_39	0.918	0.078	0.032	0.918	78.0	32.2	0.819	74.5	30.3	0.794	29.2	9.9
EM31082020_slice_42	0.913	0.077	0.032	0.913	77.1	32.3	0.813	73.3	30.4	0.789	30.4	10.4
EM31082020_slice_51	0.919	0.077	0.032	0.919	76.5	31.9	0.813	72.3	30.0	0.787	29.2	10.0
EM31082020_slice_56	0.917	0.076	0.032	0.917	76.3	31.5	0.812	72.5	29.7	0.791	29.5	10.1
EM31082020_slice_59	0.913	0.076	0.032	0.913	76.1	32.0	0.804	72.5	30.3	0.792	30.0	10.3
EM31082020_slice_64	0.898	0.079	0.034	0.898	78.6	34.0	0.799	75.2	32.1	0.807	32.9	11.3
EM31082020_slice_67	0.810	0.107	0.050	0.810	107.0	50.5	0.733	103.2	47.5	0.772	53.8	21.5
EM31082020_slice_70	0.886	0.090	0.037	0.886	89.9	37.4	0.797	87.2	35.8	0.807	37.0	13.2
EM31082020_slice_76	0.901	0.099	0.037	0.901	99.4	36.9	0.809	97.4	35.6	0.758	36.2	13.3

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