GAN Evaluation Report - Patient ME19112020

Native→Venous Translation Metrics (Generated Venous vs Real Venous)

Targeted Slice 70 - Network-Normalized Analysis (Generated vs Real Venous)

0.825

SSIM Score

0.131

RMSE

0.058

MAE

Average Network-Normalized Metrics Across All Slices (58 slices) - Generated vs Real Venous

0.831

SSIM Score (Avg)

0.123

RMSE (Avg)

0.055

MAE (Avg)

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

0.825

HU SSIM

131.1

HU RMSE

57.6

HU MAE

Average HU-Space Metrics Across All Slices (58 slices) - Generated vs Real Venous

0.831

HU SSIM (Avg)

123.0

HU RMSE (Avg)

55.1

HU MAE (Avg)

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

0.676

Lung SSIM

119.5

Lung RMSE

52.1

Lung MAE

Average Lung Window Metrics Across All Slices (58 slices) - Generated vs Real Venous

0.690

Lung SSIM (Avg)

110.0

Lung RMSE (Avg)

49.3

Lung MAE (Avg)

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

0.656

Mediastinum SSIM

49.4

Mediastinum RMSE

20.1

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (58 slices) - Generated vs Real Venous

0.652

Mediastinum SSIM (Avg)

51.3

Mediastinum RMSE (Avg)

21.5

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
ME19112020_slice_0	0.844	0.106	0.046	0.844	105.8	46.1	0.727	79.7	37.0	0.653	51.5	21.6
ME19112020_slice_1	0.844	0.102	0.046	0.844	101.8	45.8	0.725	77.7	37.2	0.655	51.6	21.9
ME19112020_slice_2	0.845	0.103	0.046	0.845	102.5	46.4	0.726	79.6	37.8	0.657	51.7	22.0
ME19112020_slice_5	0.849	0.108	0.047	0.849	108.5	47.1	0.733	85.2	38.4	0.661	51.0	21.2
ME19112020_slice_8	0.854	0.109	0.047	0.854	109.1	46.9	0.738	86.3	38.3	0.662	50.2	20.6
ME19112020_slice_9	0.856	0.107	0.046	0.856	107.4	46.2	0.740	86.1	38.1	0.665	49.9	20.4
ME19112020_slice_10	0.857	0.106	0.046	0.857	106.3	45.8	0.741	86.2	38.1	0.666	49.7	20.2
ME19112020_slice_11	0.857	0.106	0.046	0.857	106.1	46.0	0.741	87.6	38.8	0.669	49.1	19.9
ME19112020_slice_13	0.850	0.110	0.048	0.850	110.1	48.0	0.732	92.1	40.9	0.669	51.2	20.7
ME19112020_slice_14	0.849	0.112	0.049	0.849	111.5	48.6	0.730	94.5	41.8	0.671	51.5	20.9
ME19112020_slice_19	0.847	0.118	0.051	0.847	118.3	50.5	0.726	102.9	44.2	0.672	50.4	19.8
ME19112020_slice_23	0.843	0.121	0.052	0.843	121.2	51.9	0.718	106.8	46.1	0.672	51.3	20.1
ME19112020_slice_27	0.841	0.124	0.054	0.841	123.6	54.0	0.713	110.6	48.3	0.679	50.8	19.5
ME19112020_slice_30	0.841	0.129	0.055	0.841	128.9	55.4	0.718	108.3	47.7	0.676	51.9	19.7
ME19112020_slice_34	0.838	0.120	0.054	0.838	120.5	54.2	0.712	108.9	49.2	0.670	49.6	19.6
ME19112020_slice_38	0.844	0.118	0.052	0.844	118.2	52.1	0.718	106.7	47.3	0.676	47.2	18.5
ME19112020_slice_39	0.847	0.118	0.052	0.847	118.1	52.2	0.719	106.4	47.2	0.679	46.8	18.3
ME19112020_slice_40	0.847	0.120	0.053	0.847	119.9	52.9	0.719	107.4	47.6	0.680	47.3	18.4
ME19112020_slice_41	0.843	0.123	0.054	0.843	122.9	54.2	0.715	109.5	48.3	0.677	48.2	18.7
ME19112020_slice_42	0.840	0.125	0.055	0.840	125.0	55.2	0.708	110.9	48.8	0.676	48.2	18.8
ME19112020_slice_44	0.837	0.131	0.057	0.837	131.5	56.6	0.708	113.9	49.1	0.672	49.5	19.0
ME19112020_slice_47	0.827	0.132	0.058	0.827	132.4	57.8	0.693	118.2	51.6	0.664	51.0	19.9
ME19112020_slice_50	0.824	0.131	0.057	0.824	131.1	57.1	0.690	121.2	52.3	0.659	50.2	20.1
ME19112020_slice_53	0.824	0.136	0.059	0.824	135.6	59.2	0.685	126.2	54.4	0.657	50.1	20.1
ME19112020_slice_54	0.819	0.139	0.061	0.819	138.7	60.7	0.679	128.5	55.4	0.652	51.6	20.8
ME19112020_slice_64	0.818	0.133	0.058	0.818	132.9	58.2	0.669	124.1	53.8	0.650	49.4	20.2
ME19112020_slice_70	0.825	0.131	0.058	0.825	131.1	57.6	0.676	119.5	52.1	0.656	49.4	20.1
ME19112020_slice_73	0.805	0.137	0.061	0.805	136.8	61.5	0.656	123.4	55.0	0.644	53.0	22.2
ME19112020_slice_80	0.806	0.137	0.062	0.806	137.3	61.6	0.651	127.1	56.7	0.642	51.6	21.6
ME19112020_slice_82	0.812	0.138	0.061	0.812	137.8	61.2	0.655	127.1	55.9	0.641	50.8	21.4
ME19112020_slice_86	0.820	0.139	0.062	0.820	139.3	61.5	0.660	128.6	56.0	0.641	50.2	21.0
ME19112020_slice_88	0.817	0.141	0.063	0.817	141.2	63.1	0.657	129.3	57.3	0.638	51.3	21.6
ME19112020_slice_94	0.817	0.132	0.060	0.817	131.6	60.3	0.657	119.8	54.6	0.645	51.5	21.7
ME19112020_slice_96	0.823	0.136	0.062	0.823	136.3	61.8	0.667	125.8	56.5	0.652	49.7	20.8
ME19112020_slice_99	0.813	0.148	0.066	0.813	147.8	65.8	0.662	137.7	60.4	0.648	54.0	22.2
ME19112020_slice_102	0.807	0.152	0.068	0.807	151.6	68.1	0.656	140.3	62.1	0.652	56.6	23.3
ME19112020_slice_103	0.805	0.152	0.068	0.805	152.3	68.2	0.656	141.8	62.3	0.656	57.6	23.6
ME19112020_slice_105	0.805	0.153	0.070	0.805	153.3	69.7	0.655	143.9	64.4	0.663	56.2	23.3
ME19112020_slice_107	0.804	0.150	0.069	0.804	149.9	68.7	0.656	138.6	62.7	0.668	58.4	23.8
ME19112020_slice_109	0.808	0.143	0.065	0.808	143.4	64.9	0.662	131.8	59.1	0.669	55.4	22.8
ME19112020_slice_110	0.814	0.138	0.062	0.814	137.7	62.2	0.669	126.2	56.5	0.672	54.6	22.4
ME19112020_slice_114	0.815	0.136	0.062	0.815	135.7	61.9	0.666	123.4	56.0	0.667	52.8	21.7
ME19112020_slice_117	0.827	0.123	0.056	0.827	122.9	56.4	0.680	110.5	50.9	0.668	49.9	20.7
ME19112020_slice_119	0.828	0.120	0.056	0.828	119.8	56.2	0.679	108.4	51.0	0.664	49.6	20.9
ME19112020_slice_122	0.837	0.114	0.054	0.837	114.4	53.5	0.689	102.6	48.4	0.656	49.2	21.1
ME19112020_slice_123	0.842	0.111	0.052	0.842	111.0	51.6	0.691	99.5	46.7	0.654	48.1	20.7
ME19112020_slice_131	0.849	0.105	0.050	0.849	104.9	50.2	0.682	93.8	44.7	0.633	48.5	22.0
ME19112020_slice_134	0.842	0.108	0.052	0.842	108.5	51.9	0.676	97.6	46.4	0.623	51.5	23.4
ME19112020_slice_138	0.837	0.112	0.052	0.837	112.0	52.5	0.678	103.0	47.8	0.620	52.7	24.1
ME19112020_slice_140	0.835	0.111	0.052	0.835	111.1	51.9	0.676	102.1	47.3	0.616	52.9	24.2
ME19112020_slice_141	0.835	0.113	0.052	0.835	112.6	52.0	0.676	103.6	47.3	0.615	53.2	24.4
ME19112020_slice_142	0.837	0.111	0.051	0.837	111.0	51.2	0.678	102.1	46.6	0.616	52.6	24.1
ME19112020_slice_143	0.837	0.107	0.050	0.837	107.3	50.5	0.678	98.3	45.9	0.614	51.9	23.9
ME19112020_slice_145	0.841	0.100	0.049	0.841	100.5	48.6	0.683	90.3	43.6	0.612	50.6	23.4
ME19112020_slice_148	0.846	0.098	0.047	0.846	98.3	46.5	0.689	87.4	41.5	0.610	48.9	22.7
ME19112020_slice_154	0.804	0.115	0.052	0.804	115.4	52.1	0.651	108.7	48.2	0.595	54.8	26.0
ME19112020_slice_155	0.806	0.114	0.052	0.806	114.1	51.7	0.653	108.1	48.1	0.598	54.7	25.8
ME19112020_slice_158	0.809	0.119	0.052	0.809	118.7	52.4	0.658	113.8	49.1	0.602	54.2	25.6

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