GAN Evaluation Report - Patient PM03022021

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)

0.810

SSIM Score

0.128

RMSE

0.067

MAE

Average Network-Normalized Metrics Across All Slices (19 slices) - Generated vs Real Venous

0.849

SSIM Score (Avg)

0.111

RMSE (Avg)

0.058

MAE (Avg)

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

0.810

HU SSIM

128.1

HU RMSE

67.1

HU MAE

Average HU-Space Metrics Across All Slices (19 slices) - Generated vs Real Venous

0.849

HU SSIM (Avg)

111.0

HU RMSE (Avg)

58.3

HU MAE (Avg)

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

0.714

Lung SSIM

111.7

Lung RMSE

50.6

Lung MAE

Average Lung Window Metrics Across All Slices (19 slices) - Generated vs Real Venous

0.749

Lung SSIM (Avg)

88.8

Lung RMSE (Avg)

40.3

Lung MAE (Avg)

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

0.733

Mediastinum SSIM

51.5

Mediastinum RMSE

21.1

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (19 slices) - Generated vs Real Venous

0.747

Mediastinum SSIM (Avg)

44.3

Mediastinum RMSE (Avg)

17.4

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
PM03022021_slice_0	0.833	0.114	0.056	0.833	114.4	56.3	0.744	77.7	33.9	0.727	45.1	18.0
PM03022021_slice_4	0.852	0.111	0.055	0.852	110.8	55.1	0.756	76.9	33.5	0.739	42.8	16.4
PM03022021_slice_14	0.874	0.103	0.053	0.874	103.0	53.3	0.774	78.4	34.6	0.767	38.1	13.5
PM03022021_slice_15	0.867	0.106	0.055	0.867	105.7	54.6	0.766	80.5	35.3	0.762	40.2	14.2
PM03022021_slice_17	0.861	0.111	0.057	0.861	111.4	56.9	0.760	84.7	36.7	0.761	40.9	14.5
PM03022021_slice_26	0.862	0.113	0.060	0.862	112.5	59.5	0.755	89.2	40.3	0.763	41.5	14.5
PM03022021_slice_28	0.865	0.110	0.059	0.865	110.4	59.1	0.757	88.8	40.4	0.763	40.9	14.4
PM03022021_slice_45	0.874	0.102	0.056	0.874	101.9	55.7	0.770	78.8	37.5	0.777	39.9	14.2
PM03022021_slice_47	0.878	0.102	0.056	0.878	102.3	55.8	0.775	80.7	38.4	0.779	38.9	13.8
PM03022021_slice_48	0.876	0.104	0.055	0.876	103.8	55.5	0.774	82.5	38.3	0.780	40.5	14.2
PM03022021_slice_56	0.876	0.104	0.055	0.876	103.7	55.5	0.780	81.8	37.8	0.787	41.1	14.7
PM03022021_slice_57	0.875	0.103	0.055	0.875	102.9	55.1	0.779	81.1	37.7	0.787	41.2	14.8
PM03022021_slice_70	0.810	0.128	0.067	0.810	128.1	67.1	0.714	111.7	50.6	0.733	51.5	21.1
PM03022021_slice_73	0.819	0.124	0.064	0.819	123.7	63.6	0.722	107.1	47.4	0.731	49.6	20.9
PM03022021_slice_76	0.815	0.112	0.061	0.815	112.3	60.5	0.717	94.5	44.5	0.714	50.6	22.0
PM03022021_slice_82	0.810	0.113	0.062	0.810	113.3	61.5	0.714	95.5	44.8	0.709	51.3	23.3
PM03022021_slice_87	0.811	0.116	0.063	0.811	115.7	63.0	0.715	97.7	45.7	0.702	52.2	23.9
PM03022021_slice_90	0.841	0.114	0.059	0.841	113.9	59.1	0.737	97.0	42.7	0.714	46.4	20.9
PM03022021_slice_93	0.830	0.119	0.061	0.830	118.7	61.0	0.722	102.1	44.5	0.700	48.4	21.8

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