GAN Evaluation Report - Patient MP07122020q

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

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

0.813

SSIM Score

0.068

RMSE

0.031

MAE

Average Network-Normalized Metrics Across All Slices (88 slices) - Generated vs Real Venous

0.797

SSIM Score (Avg)

0.073

RMSE (Avg)

0.033

MAE (Avg)

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

0.813

HU SSIM

68.0

HU RMSE

30.8

HU MAE

Average HU-Space Metrics Across All Slices (88 slices) - Generated vs Real Venous

0.797

HU SSIM (Avg)

72.8

HU RMSE (Avg)

33.4

HU MAE (Avg)

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

0.716

Lung SSIM

63.6

Lung RMSE

29.3

Lung MAE

Average Lung Window Metrics Across All Slices (88 slices) - Generated vs Real Venous

0.709

Lung SSIM (Avg)

66.2

Lung RMSE (Avg)

31.1

Lung MAE (Avg)

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

0.600

Mediastinum SSIM

67.3

Mediastinum RMSE

30.3

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (88 slices) - Generated vs Real Venous

0.607

Mediastinum SSIM (Avg)

71.6

Mediastinum RMSE (Avg)

32.5

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
MP07122020q_slice_0	0.728	0.082	0.041	0.728	81.6	41.1	0.655	70.6	36.6	0.593	79.2	40.2
MP07122020q_slice_1	0.718	0.085	0.043	0.718	84.6	42.9	0.646	73.3	38.3	0.589	82.1	42.0
MP07122020q_slice_2	0.719	0.085	0.042	0.719	85.1	42.0	0.646	73.9	37.5	0.593	82.7	40.7
MP07122020q_slice_3	0.729	0.082	0.041	0.729	81.5	41.2	0.655	71.4	37.0	0.591	79.7	40.5
MP07122020q_slice_4	0.739	0.082	0.040	0.739	81.9	39.6	0.663	70.9	35.2	0.597	80.0	38.7
MP07122020q_slice_5	0.741	0.082	0.040	0.741	82.0	39.6	0.667	71.4	35.3	0.605	80.3	37.6
MP07122020q_slice_6	0.749	0.081	0.038	0.749	80.6	38.3	0.674	70.7	34.3	0.606	79.3	37.4
MP07122020q_slice_7	0.755	0.080	0.038	0.755	80.0	37.9	0.680	70.2	33.9	0.609	78.6	36.7
MP07122020q_slice_8	0.767	0.077	0.036	0.767	76.9	36.4	0.689	67.8	32.7	0.609	75.7	35.7
MP07122020q_slice_9	0.769	0.077	0.036	0.769	77.1	36.4	0.693	67.5	32.5	0.612	75.7	35.6
MP07122020q_slice_10	0.771	0.078	0.037	0.771	78.2	36.9	0.696	68.8	33.2	0.613	77.2	36.4
MP07122020q_slice_11	0.768	0.081	0.038	0.768	80.8	38.0	0.694	71.2	34.5	0.613	79.7	37.6
MP07122020q_slice_12	0.770	0.080	0.037	0.770	80.1	37.5	0.697	71.0	34.1	0.616	79.0	37.0
MP07122020q_slice_13	0.777	0.078	0.036	0.777	78.0	36.1	0.702	69.5	33.0	0.618	76.9	35.6
MP07122020q_slice_14	0.785	0.075	0.037	0.785	75.1	36.5	0.708	67.5	33.7	0.616	74.1	36.2
MP07122020q_slice_15	0.794	0.073	0.034	0.794	73.0	34.3	0.713	65.8	31.6	0.617	72.1	33.9
MP07122020q_slice_16	0.795	0.074	0.033	0.795	73.6	33.0	0.713	66.3	30.3	0.625	72.5	32.2
MP07122020q_slice_17	0.796	0.074	0.034	0.796	74.4	34.0	0.714	66.6	31.3	0.615	73.3	33.6
MP07122020q_slice_18	0.797	0.075	0.034	0.797	74.8	33.6	0.716	66.9	30.9	0.619	73.6	33.1
MP07122020q_slice_19	0.798	0.075	0.034	0.798	75.1	34.2	0.719	67.4	31.6	0.619	74.0	33.8
MP07122020q_slice_20	0.800	0.074	0.033	0.800	73.8	33.0	0.720	66.9	30.7	0.621	72.7	32.5
MP07122020q_slice_21	0.802	0.073	0.033	0.802	73.1	33.5	0.722	66.5	31.1	0.618	72.0	33.1
MP07122020q_slice_22	0.800	0.073	0.033	0.800	73.2	32.5	0.720	66.9	30.3	0.626	72.1	31.6
MP07122020q_slice_23	0.803	0.073	0.032	0.803	72.5	32.2	0.719	66.2	30.0	0.624	71.3	31.3
MP07122020q_slice_24	0.802	0.072	0.032	0.802	71.9	32.2	0.717	66.0	30.2	0.619	70.9	31.6
MP07122020q_slice_25	0.798	0.073	0.033	0.798	73.3	33.1	0.715	67.2	30.9	0.619	72.3	32.4
MP07122020q_slice_26	0.800	0.074	0.033	0.800	73.9	32.8	0.718	67.3	30.6	0.623	72.6	31.9
MP07122020q_slice_27	0.804	0.075	0.033	0.804	74.7	32.8	0.722	67.5	30.4	0.626	73.1	31.6
MP07122020q_slice_28	0.808	0.074	0.032	0.808	73.8	32.3	0.724	66.9	30.0	0.623	72.4	31.2
MP07122020q_slice_29	0.807	0.074	0.033	0.807	73.9	32.7	0.724	67.3	30.4	0.627	72.5	30.7
MP07122020q_slice_30	0.808	0.073	0.032	0.808	73.4	32.2	0.724	66.9	29.9	0.623	72.2	30.9
MP07122020q_slice_31	0.806	0.074	0.032	0.806	73.8	32.4	0.723	67.3	30.2	0.621	72.4	31.3
MP07122020q_slice_32	0.808	0.073	0.032	0.808	72.6	32.1	0.722	66.4	30.0	0.614	71.4	31.3
MP07122020q_slice_33	0.806	0.073	0.032	0.806	73.1	32.4	0.720	67.0	30.3	0.616	71.8	31.0
MP07122020q_slice_34	0.807	0.075	0.033	0.807	74.6	32.8	0.719	67.7	30.5	0.610	73.2	31.9
MP07122020q_slice_35	0.809	0.075	0.033	0.809	75.1	33.1	0.720	67.8	30.7	0.606	73.6	32.3
MP07122020q_slice_36	0.810	0.076	0.033	0.810	75.5	33.2	0.721	68.3	30.8	0.611	74.2	31.8
MP07122020q_slice_37	0.805	0.076	0.034	0.805	76.2	33.9	0.715	68.4	31.3	0.601	74.8	33.2
MP07122020q_slice_38	0.803	0.075	0.034	0.803	74.7	33.7	0.711	67.6	31.3	0.600	73.5	32.9
MP07122020q_slice_39	0.799	0.075	0.036	0.799	75.1	36.2	0.710	68.0	33.7	0.594	74.1	35.8
MP07122020q_slice_40	0.802	0.074	0.034	0.802	74.3	34.0	0.708	67.4	31.7	0.592	73.0	33.4
MP07122020q_slice_41	0.807	0.073	0.033	0.807	72.6	32.9	0.712	66.3	30.8	0.597	71.2	32.0
MP07122020q_slice_42	0.811	0.072	0.033	0.811	71.9	32.7	0.713	66.1	30.7	0.599	70.6	31.3
MP07122020q_slice_43	0.812	0.072	0.033	0.812	72.3	33.1	0.714	66.6	31.1	0.599	70.9	31.2
MP07122020q_slice_44	0.814	0.072	0.033	0.814	72.5	32.7	0.716	66.8	30.8	0.598	71.1	31.1
MP07122020q_slice_45	0.814	0.074	0.033	0.814	73.6	32.7	0.717	67.3	30.7	0.598	72.1	31.3
MP07122020q_slice_46	0.813	0.075	0.033	0.813	74.6	33.1	0.717	67.8	30.8	0.596	73.3	31.9
MP07122020q_slice_47	0.814	0.074	0.033	0.814	73.9	33.0	0.717	67.2	30.6	0.597	72.7	31.5
MP07122020q_slice_48	0.817	0.072	0.032	0.817	72.5	32.3	0.720	66.5	30.2	0.596	71.4	31.0
MP07122020q_slice_49	0.817	0.072	0.032	0.817	72.2	32.4	0.722	66.3	30.3	0.600	71.1	30.8
MP07122020q_slice_50	0.818	0.071	0.032	0.818	71.5	32.4	0.724	65.3	30.2	0.590	70.4	32.0
MP07122020q_slice_51	0.820	0.071	0.032	0.820	70.8	31.9	0.726	65.2	29.9	0.596	69.8	31.4
MP07122020q_slice_52	0.824	0.069	0.031	0.824	69.4	30.9	0.731	64.1	29.0	0.601	68.6	30.5
MP07122020q_slice_53	0.828	0.069	0.030	0.828	69.4	30.3	0.734	64.0	28.4	0.611	68.4	29.3
MP07122020q_slice_54	0.829	0.070	0.031	0.829	69.9	30.5	0.734	64.0	28.5	0.615	68.6	29.0
MP07122020q_slice_55	0.827	0.070	0.032	0.827	70.5	31.8	0.733	64.5	29.8	0.619	68.9	29.1
MP07122020q_slice_56	0.826	0.071	0.031	0.826	70.9	31.3	0.732	64.6	29.2	0.616	69.5	29.8
MP07122020q_slice_57	0.812	0.073	0.033	0.812	73.3	32.9	0.719	66.9	30.8	0.607	71.8	31.7
MP07122020q_slice_58	0.790	0.077	0.035	0.790	76.7	35.5	0.698	70.4	33.3	0.597	75.0	33.8
MP07122020q_slice_59	0.777	0.078	0.036	0.777	78.4	36.5	0.688	72.3	34.4	0.593	76.8	34.8
MP07122020q_slice_60	0.773	0.078	0.037	0.773	78.4	36.5	0.685	72.3	34.4	0.590	77.1	35.6
MP07122020q_slice_61	0.771	0.077	0.036	0.771	77.2	36.4	0.682	71.5	34.3	0.585	76.1	35.8
MP07122020q_slice_62	0.783	0.075	0.035	0.783	75.0	35.3	0.691	69.7	33.4	0.588	74.1	34.8
MP07122020q_slice_63	0.791	0.074	0.034	0.791	73.7	34.5	0.696	68.8	32.7	0.594	72.7	33.2
MP07122020q_slice_64	0.799	0.073	0.034	0.799	72.6	33.6	0.705	67.8	31.8	0.595	71.7	32.7
MP07122020q_slice_65	0.803	0.072	0.033	0.803	71.5	33.1	0.709	66.6	31.4	0.591	70.6	32.7
MP07122020q_slice_66	0.809	0.071	0.032	0.809	70.5	32.0	0.713	65.8	30.4	0.602	69.5	30.7
MP07122020q_slice_67	0.812	0.070	0.032	0.812	70.2	31.5	0.718	65.0	29.8	0.606	69.2	30.1
MP07122020q_slice_68	0.814	0.069	0.031	0.814	69.2	31.1	0.720	64.4	29.6	0.606	68.4	29.9
MP07122020q_slice_69	0.813	0.069	0.031	0.813	69.2	31.1	0.717	64.4	29.5	0.604	68.4	30.2
MP07122020q_slice_70	0.813	0.068	0.031	0.813	68.0	30.8	0.716	63.6	29.3	0.600	67.3	30.3
MP07122020q_slice_71	0.813	0.068	0.031	0.813	67.9	30.9	0.716	63.1	29.3	0.601	67.1	30.4
MP07122020q_slice_72	0.807	0.069	0.031	0.807	68.6	31.4	0.713	63.9	29.7	0.605	67.7	30.7
MP07122020q_slice_73	0.808	0.068	0.031	0.808	68.1	31.2	0.716	63.3	29.5	0.609	67.2	30.6
MP07122020q_slice_74	0.809	0.067	0.031	0.809	67.1	30.8	0.717	62.1	29.1	0.608	66.2	30.3
MP07122020q_slice_75	0.814	0.065	0.030	0.814	64.7	29.6	0.720	60.1	28.0	0.609	63.9	29.1
MP07122020q_slice_76	0.812	0.064	0.030	0.812	64.3	29.8	0.719	59.6	28.1	0.607	63.4	29.4
MP07122020q_slice_77	0.812	0.064	0.030	0.812	63.6	29.6	0.717	59.0	27.9	0.608	62.7	29.2
MP07122020q_slice_78	0.809	0.064	0.030	0.809	63.5	30.2	0.713	58.9	28.4	0.604	62.7	29.9
MP07122020q_slice_79	0.811	0.063	0.029	0.811	63.1	29.3	0.715	58.5	27.5	0.608	62.4	28.8
MP07122020q_slice_80	0.811	0.063	0.030	0.811	63.3	29.8	0.715	58.4	28.0	0.607	62.6	29.5
MP07122020q_slice_81	0.806	0.064	0.031	0.806	63.7	30.9	0.710	58.7	29.0	0.606	62.8	30.6
MP07122020q_slice_82	0.804	0.063	0.030	0.804	63.5	29.8	0.709	58.8	28.0	0.611	62.7	29.2
MP07122020q_slice_83	0.803	0.064	0.030	0.803	63.6	30.0	0.709	58.9	28.2	0.610	62.9	29.6
MP07122020q_slice_84	0.802	0.063	0.030	0.802	63.4	29.8	0.707	59.0	28.2	0.612	62.6	29.3
MP07122020q_slice_85	0.800	0.064	0.030	0.800	64.3	30.3	0.705	59.6	28.6	0.610	63.5	29.9
MP07122020q_slice_86	0.797	0.065	0.030	0.797	65.2	30.5	0.703	60.2	28.7	0.615	64.2	29.6
MP07122020q_slice_87	0.799	0.065	0.031	0.799	65.0	30.5	0.703	60.2	28.8	0.615	64.2	29.6

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)

Full window (WL 1023.5, WW 4095 → Low −1024, High +3071)