GAN Evaluation Report - Patient PP08072020

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

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

0.857

SSIM Score

0.111

RMSE

0.053

MAE

Average Network-Normalized Metrics Across All Slices (38 slices) - Generated vs Real Venous

0.856

SSIM Score (Avg)

0.115

RMSE (Avg)

0.053

MAE (Avg)

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

0.857

HU SSIM

110.8

HU RMSE

52.9

HU MAE

Average HU-Space Metrics Across All Slices (38 slices) - Generated vs Real Venous

0.856

HU SSIM (Avg)

114.8

HU RMSE (Avg)

52.6

HU MAE (Avg)

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

0.735

Lung SSIM

98.3

Lung RMSE

42.7

Lung MAE

Average Lung Window Metrics Across All Slices (38 slices) - Generated vs Real Venous

0.745

Lung SSIM (Avg)

101.6

Lung RMSE (Avg)

42.0

Lung MAE (Avg)

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

0.805

Mediastinum SSIM

38.0

Mediastinum RMSE

12.5

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (38 slices) - Generated vs Real Venous

0.749

Mediastinum SSIM (Avg)

40.7

Mediastinum RMSE (Avg)

15.1

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
PP08072020_slice_0	0.872	0.099	0.046	0.872	99.4	46.1	0.777	78.1	31.7	0.706	39.4	16.1
PP08072020_slice_3	0.842	0.109	0.051	0.842	108.7	50.5	0.747	87.4	36.0	0.682	50.5	20.2
PP08072020_slice_6	0.853	0.103	0.048	0.853	103.4	48.3	0.763	80.8	33.8	0.696	42.1	17.0
PP08072020_slice_8	0.864	0.103	0.046	0.864	103.0	46.0	0.774	78.0	32.0	0.717	39.5	15.7
PP08072020_slice_12	0.865	0.097	0.046	0.865	97.2	45.9	0.772	79.6	33.4	0.733	39.1	15.0
PP08072020_slice_14	0.881	0.099	0.045	0.881	99.3	45.4	0.787	82.3	33.5	0.752	36.6	13.3
PP08072020_slice_19	0.872	0.102	0.047	0.872	102.5	47.4	0.770	85.9	35.6	0.761	38.6	13.7
PP08072020_slice_20	0.871	0.104	0.048	0.871	103.6	47.6	0.768	87.7	36.1	0.762	38.6	13.6
PP08072020_slice_31	0.870	0.098	0.048	0.870	97.5	48.0	0.759	80.7	36.8	0.774	39.5	14.2
PP08072020_slice_34	0.860	0.108	0.053	0.860	108.4	52.6	0.744	92.5	40.7	0.769	41.1	14.5
PP08072020_slice_35	0.862	0.109	0.052	0.862	109.4	52.2	0.747	94.0	40.3	0.775	40.1	13.8
PP08072020_slice_38	0.859	0.111	0.053	0.859	110.9	52.9	0.748	97.7	42.0	0.773	39.4	13.7
PP08072020_slice_39	0.862	0.108	0.052	0.862	108.4	52.2	0.748	95.3	41.6	0.771	38.9	13.5
PP08072020_slice_42	0.865	0.105	0.050	0.865	104.6	50.1	0.750	87.8	38.9	0.776	39.6	13.7
PP08072020_slice_43	0.862	0.105	0.051	0.862	105.0	50.9	0.747	87.1	39.1	0.775	41.2	14.4
PP08072020_slice_47	0.835	0.116	0.057	0.835	116.5	56.8	0.715	101.8	45.4	0.753	44.3	16.0
PP08072020_slice_50	0.836	0.120	0.058	0.836	119.5	57.8	0.711	109.1	48.0	0.757	43.2	15.7
PP08072020_slice_51	0.843	0.128	0.060	0.843	127.7	60.3	0.721	118.3	50.6	0.768	39.6	14.1
PP08072020_slice_55	0.833	0.118	0.058	0.833	117.9	58.0	0.711	103.9	47.4	0.769	41.6	15.1
PP08072020_slice_57	0.832	0.114	0.057	0.832	114.4	56.8	0.713	99.1	45.7	0.771	42.9	15.7
PP08072020_slice_61	0.827	0.123	0.059	0.827	123.2	59.3	0.701	110.7	48.8	0.761	44.1	16.1
PP08072020_slice_64	0.849	0.115	0.055	0.849	115.4	54.8	0.728	103.9	44.9	0.784	39.9	14.1
PP08072020_slice_69	0.859	0.110	0.052	0.859	110.0	52.4	0.736	98.3	42.5	0.803	37.0	12.4
PP08072020_slice_70	0.857	0.111	0.053	0.857	110.8	52.9	0.735	98.3	42.7	0.805	38.0	12.5
PP08072020_slice_74	0.855	0.113	0.054	0.855	112.9	53.7	0.732	99.5	43.3	0.807	38.2	12.4
PP08072020_slice_76	0.865	0.107	0.051	0.865	107.2	50.9	0.742	93.8	40.7	0.814	35.2	11.0
PP08072020_slice_78	0.869	0.100	0.049	0.869	100.4	49.2	0.746	88.8	39.7	0.822	32.5	10.5
PP08072020_slice_87	0.829	0.157	0.066	0.829	157.1	66.2	0.727	149.5	56.9	0.746	47.3	17.3
PP08072020_slice_92	0.846	0.153	0.063	0.846	153.5	62.5	0.743	147.4	54.3	0.734	44.1	16.5
PP08072020_slice_93	0.844	0.155	0.063	0.844	154.5	62.8	0.741	148.6	54.5	0.727	44.9	16.9
PP08072020_slice_94	0.848	0.152	0.062	0.848	152.3	61.6	0.746	146.5	53.3	0.726	44.8	16.7
PP08072020_slice_95	0.847	0.147	0.060	0.847	147.3	59.8	0.745	141.5	51.7	0.722	45.3	17.0
PP08072020_slice_98	0.851	0.128	0.053	0.851	128.0	53.2	0.745	120.0	44.7	0.698	44.3	17.4
PP08072020_slice_101	0.853	0.123	0.052	0.853	123.3	52.2	0.740	113.9	43.2	0.684	42.2	17.0
PP08072020_slice_102	0.854	0.118	0.051	0.854	118.0	50.6	0.741	109.1	41.9	0.684	41.8	17.3
PP08072020_slice_104	0.865	0.105	0.046	0.865	105.2	46.4	0.750	95.5	37.7	0.685	39.8	16.8
PP08072020_slice_107	0.886	0.090	0.041	0.886	90.4	41.0	0.775	80.4	32.7	0.708	35.3	15.1
PP08072020_slice_111	0.876	0.097	0.043	0.876	97.4	43.2	0.765	87.1	34.6	0.706	36.5	15.9

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