GAN Evaluation Report - Patient BC23122020

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

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

0.783

SSIM Score

176.822

RMSE

72.495

MAE

Average Full Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.820

SSIM Score (Avg)

139.572

RMSE (Avg)

56.951

MAE (Avg)

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

0.868

Lung SSIM

64.8

Lung RMSE

26.6

Lung MAE

Average Lung Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.895

Lung SSIM (Avg)

51.1

Lung RMSE (Avg)

20.9

Lung MAE (Avg)

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

0.861

Mediastinum SSIM

17.3

Mediastinum RMSE

7.1

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (107 slices) - Generated vs Real Venous

0.890

Mediastinum SSIM (Avg)

13.6

Mediastinum RMSE (Avg)

5.6

Mediastinum MAE (Avg)

Detailed Per-Slice Metrics

Slice ID	Full Window SSIM	Full Window RMSE	Full Window MAE	Lung SSIM	Lung RMSE	Lung MAE	Mediastinum SSIM	Mediastinum RMSE	Mediastinum MAE
BC23122020_slice_0	0.885	86.398	34.335	0.936	31.6	12.6	0.932	8.4	3.4
BC23122020_slice_1	0.881	83.283	33.827	0.935	30.5	12.4	0.931	8.1	3.3
BC23122020_slice_2	0.887	79.453	32.912	0.938	29.1	12.1	0.934	7.8	3.2
BC23122020_slice_3	0.886	82.714	34.562	0.936	30.3	12.7	0.933	8.1	3.4
BC23122020_slice_4	0.891	81.371	34.271	0.937	29.8	12.6	0.933	7.9	3.3
BC23122020_slice_5	0.889	83.544	34.793	0.936	30.6	12.7	0.933	8.2	3.4
BC23122020_slice_6	0.896	81.396	33.312	0.940	29.8	12.2	0.936	8.0	3.3
BC23122020_slice_7	0.893	82.439	33.984	0.938	30.2	12.4	0.935	8.1	3.3
BC23122020_slice_8	0.881	85.964	36.168	0.934	31.5	13.2	0.931	8.4	3.5
BC23122020_slice_9	0.880	86.833	36.402	0.935	31.8	13.3	0.931	8.5	3.6
BC23122020_slice_10	0.870	92.371	39.451	0.925	33.8	14.5	0.921	9.0	3.9
BC23122020_slice_11	0.877	90.921	38.610	0.927	33.3	14.1	0.924	8.9	3.8
BC23122020_slice_12	0.886	87.689	36.818	0.932	32.1	13.5	0.929	8.6	3.6
BC23122020_slice_13	0.882	89.072	37.581	0.930	32.6	13.8	0.927	8.7	3.7
BC23122020_slice_14	0.880	94.140	39.552	0.926	34.5	14.5	0.923	9.2	3.9
BC23122020_slice_15	0.885	94.491	39.374	0.927	34.6	14.4	0.924	9.2	3.8
BC23122020_slice_16	0.882	97.097	40.594	0.924	35.6	14.9	0.921	9.5	4.0
BC23122020_slice_17	0.870	99.549	42.257	0.922	36.5	15.5	0.918	9.7	4.1
BC23122020_slice_18	0.877	98.149	40.510	0.928	36.0	14.8	0.925	9.6	4.0
BC23122020_slice_19	0.875	99.355	40.997	0.927	36.4	15.0	0.924	9.7	4.0
BC23122020_slice_20	0.879	97.967	40.613	0.927	35.9	14.9	0.925	9.6	4.0
BC23122020_slice_21	0.877	99.633	41.341	0.924	36.5	15.1	0.922	9.7	4.0
BC23122020_slice_22	0.874	102.505	43.134	0.919	37.5	15.8	0.917	10.0	4.2
BC23122020_slice_23	0.864	107.062	46.320	0.908	39.2	17.0	0.906	10.5	4.5
BC23122020_slice_24	0.880	102.131	43.216	0.916	37.4	15.8	0.913	10.0	4.2
BC23122020_slice_25	0.880	101.266	42.365	0.919	37.1	15.5	0.917	9.9	4.1
BC23122020_slice_26	0.876	102.885	43.511	0.916	37.7	15.9	0.914	10.0	4.3
BC23122020_slice_27	0.865	108.061	46.053	0.908	39.6	16.9	0.905	10.6	4.5
BC23122020_slice_28	0.870	108.269	44.833	0.910	39.7	16.4	0.908	10.6	4.4
BC23122020_slice_29	0.860	114.926	47.425	0.903	42.1	17.4	0.901	11.2	4.6
BC23122020_slice_30	0.861	117.475	47.673	0.903	43.0	17.5	0.901	11.5	4.7
BC23122020_slice_31	0.853	125.681	50.833	0.896	46.0	18.6	0.894	12.3	5.0
BC23122020_slice_32	0.857	127.372	50.487	0.900	46.7	18.5	0.897	12.4	4.9
BC23122020_slice_33	0.850	130.070	52.615	0.895	47.6	19.3	0.892	12.7	5.1
BC23122020_slice_34	0.845	131.908	53.427	0.892	48.3	19.6	0.890	12.9	5.2
BC23122020_slice_35	0.838	136.691	55.810	0.885	50.1	20.4	0.883	13.4	5.5
BC23122020_slice_36	0.834	141.667	57.211	0.886	51.9	21.0	0.883	13.8	5.6
BC23122020_slice_37	0.820	145.176	60.187	0.876	53.2	22.0	0.873	14.2	5.9
BC23122020_slice_38	0.814	149.552	62.420	0.870	54.8	22.9	0.867	14.6	6.1
BC23122020_slice_39	0.818	146.465	61.386	0.875	53.7	22.5	0.871	14.3	6.0
BC23122020_slice_40	0.815	146.571	62.079	0.871	53.7	22.7	0.867	14.3	6.1
BC23122020_slice_41	0.810	149.607	63.340	0.868	54.8	23.2	0.865	14.6	6.2
BC23122020_slice_42	0.808	150.114	63.960	0.869	55.0	23.4	0.866	14.7	6.2
BC23122020_slice_43	0.804	150.185	63.915	0.871	55.0	23.4	0.867	14.7	6.2
BC23122020_slice_44	0.812	148.357	61.832	0.880	54.3	22.6	0.877	14.5	6.0
BC23122020_slice_45	0.801	146.963	62.602	0.877	53.8	22.9	0.874	14.4	6.1
BC23122020_slice_46	0.802	145.324	62.503	0.877	53.2	22.9	0.873	14.2	6.1
BC23122020_slice_47	0.805	148.459	63.054	0.877	54.4	23.1	0.873	14.5	6.2
BC23122020_slice_48	0.805	148.813	63.227	0.880	54.5	23.2	0.875	14.5	6.2
BC23122020_slice_49	0.800	154.361	64.513	0.878	56.5	23.6	0.874	15.1	6.3
BC23122020_slice_50	0.794	159.578	67.275	0.870	58.5	24.6	0.865	15.6	6.6
BC23122020_slice_51	0.798	155.077	65.490	0.880	56.8	24.0	0.876	15.1	6.4
BC23122020_slice_52	0.798	158.503	66.573	0.870	58.1	24.4	0.867	15.5	6.5
BC23122020_slice_53	0.790	157.084	67.792	0.863	57.5	24.8	0.860	15.3	6.6
BC23122020_slice_54	0.799	150.787	64.597	0.869	55.2	23.7	0.865	14.7	6.3
BC23122020_slice_55	0.802	150.352	63.744	0.869	55.1	23.3	0.866	14.7	6.2
BC23122020_slice_56	0.804	152.154	63.756	0.871	55.7	23.4	0.867	14.9	6.2
BC23122020_slice_57	0.804	151.465	63.752	0.872	55.5	23.4	0.869	14.8	6.2
BC23122020_slice_58	0.803	154.428	65.363	0.859	56.6	23.9	0.855	15.1	6.4
BC23122020_slice_59	0.809	151.157	62.536	0.867	55.4	22.9	0.864	14.8	6.1
BC23122020_slice_60	0.815	149.857	61.060	0.870	54.9	22.4	0.867	14.6	6.0
BC23122020_slice_61	0.814	150.997	61.535	0.867	55.3	22.5	0.864	14.7	6.0
BC23122020_slice_62	0.810	153.792	62.893	0.863	56.3	23.0	0.860	15.0	6.1
BC23122020_slice_63	0.812	153.386	62.608	0.865	56.2	22.9	0.862	15.0	6.1
BC23122020_slice_64	0.813	153.986	62.413	0.867	56.4	22.9	0.864	15.0	6.1
BC23122020_slice_65	0.820	158.657	62.925	0.874	58.1	23.0	0.870	15.5	6.1
BC23122020_slice_66	0.801	169.740	68.754	0.867	62.2	25.2	0.862	16.6	6.7
BC23122020_slice_67	0.786	179.814	73.159	0.866	65.9	26.8	0.859	17.6	7.1
BC23122020_slice_68	0.781	180.242	72.834	0.871	66.0	26.7	0.864	17.6	7.1
BC23122020_slice_69	0.766	180.961	75.172	0.865	66.3	27.5	0.857	17.7	7.3
BC23122020_slice_70	0.783	176.822	72.495	0.868	64.8	26.6	0.861	17.3	7.1
BC23122020_slice_71	0.797	176.531	71.382	0.876	64.7	26.1	0.869	17.2	7.0
BC23122020_slice_72	0.786	184.865	75.346	0.876	67.7	27.6	0.868	18.1	7.4
BC23122020_slice_73	0.787	187.609	75.657	0.876	68.7	27.7	0.868	18.3	7.4
BC23122020_slice_74	0.793	191.124	75.457	0.877	70.0	27.6	0.869	18.7	7.4
BC23122020_slice_75	0.770	194.782	78.944	0.870	71.3	28.9	0.862	19.0	7.7
BC23122020_slice_76	0.767	194.466	78.595	0.872	71.2	28.8	0.864	19.0	7.7
BC23122020_slice_77	0.762	195.409	79.200	0.874	71.6	29.0	0.865	19.1	7.7
BC23122020_slice_78	0.760	197.470	79.258	0.878	72.3	29.0	0.869	19.3	7.7
BC23122020_slice_79	0.752	199.153	81.240	0.876	72.9	29.8	0.867	19.5	7.9
BC23122020_slice_80	0.750	198.009	79.882	0.879	72.5	29.3	0.871	19.3	7.8
BC23122020_slice_81	0.753	195.194	77.471	0.882	71.5	28.4	0.874	19.1	7.6
BC23122020_slice_82	0.758	192.996	76.769	0.879	70.7	28.1	0.872	18.9	7.5
BC23122020_slice_83	0.760	192.405	76.324	0.880	70.5	28.0	0.872	18.8	7.5
BC23122020_slice_84	0.772	188.572	72.741	0.886	69.1	26.6	0.879	18.4	7.1
BC23122020_slice_85	0.774	185.941	71.563	0.886	68.1	26.2	0.879	18.2	7.0
BC23122020_slice_86	0.778	183.161	70.171	0.886	67.1	25.7	0.879	17.9	6.9
BC23122020_slice_87	0.779	177.743	68.106	0.893	65.1	24.9	0.887	17.4	6.7
BC23122020_slice_88	0.784	172.215	65.619	0.895	63.1	24.0	0.889	16.8	6.4
BC23122020_slice_89	0.778	169.313	65.526	0.892	62.0	24.0	0.886	16.5	6.4
BC23122020_slice_90	0.778	165.202	64.299	0.894	60.5	23.6	0.888	16.1	6.3
BC23122020_slice_91	0.783	159.576	62.042	0.896	58.5	22.7	0.892	15.6	6.1
BC23122020_slice_92	0.795	152.560	57.731	0.904	55.9	21.1	0.900	14.9	5.6
BC23122020_slice_93	0.804	149.181	56.309	0.905	54.6	20.6	0.901	14.6	5.5
BC23122020_slice_94	0.802	147.495	56.064	0.903	54.0	20.5	0.899	14.4	5.5
BC23122020_slice_95	0.791	145.564	56.880	0.900	53.3	20.8	0.896	14.2	5.6
BC23122020_slice_96	0.792	143.166	56.251	0.900	52.4	20.6	0.896	14.0	5.5
BC23122020_slice_97	0.795	140.158	54.890	0.900	51.3	20.1	0.896	13.7	5.4
BC23122020_slice_98	0.796	136.047	53.305	0.903	49.8	19.5	0.899	13.3	5.2
BC23122020_slice_99	0.787	134.958	54.801	0.900	49.4	20.1	0.896	13.2	5.4
BC23122020_slice_100	0.788	133.256	53.818	0.903	48.8	19.7	0.900	13.0	5.3
BC23122020_slice_101	0.795	130.422	51.660	0.907	47.8	18.9	0.904	12.7	5.0
BC23122020_slice_102	0.787	129.514	52.630	0.905	47.4	19.3	0.902	12.7	5.1
BC23122020_slice_103	0.783	126.089	51.575	0.906	46.2	18.9	0.902	12.3	5.0
BC23122020_slice_104	0.786	123.081	49.948	0.907	45.1	18.3	0.904	12.0	4.9
BC23122020_slice_105	0.794	118.065	47.803	0.909	43.2	17.5	0.906	11.5	4.7
BC23122020_slice_106	0.802	112.379	45.561	0.918	41.2	16.7	0.914	11.0	4.5

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)