GAN Evaluation Report - Patient PP08072020

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

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

0.874

SSIM Score

102.876

RMSE

41.440

MAE

Average Full Window Metrics Across All Slices (112 slices) - Generated vs Real Venous

0.875

SSIM Score (Avg)

104.492

RMSE (Avg)

41.834

MAE (Avg)

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

0.912

Lung SSIM

37.7

Lung RMSE

15.2

Lung MAE

Average Lung Window Metrics Across All Slices (112 slices) - Generated vs Real Venous

0.921

Lung SSIM (Avg)

38.3

Lung RMSE (Avg)

15.3

Lung MAE (Avg)

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

0.909

Mediastinum SSIM

10.0

Mediastinum RMSE

4.0

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (112 slices) - Generated vs Real Venous

0.918

Mediastinum SSIM (Avg)

10.2

Mediastinum RMSE (Avg)

4.1

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
PP08072020_slice_0	0.883	87.541	35.810	0.935	32.1	13.1	0.930	8.6	3.5
PP08072020_slice_1	0.875	96.898	38.987	0.931	35.5	14.3	0.925	9.5	3.8
PP08072020_slice_2	0.859	94.996	40.099	0.930	34.8	14.7	0.924	9.3	3.9
PP08072020_slice_3	0.846	99.451	41.668	0.931	36.4	15.3	0.925	9.7	4.1
PP08072020_slice_4	0.851	112.007	44.181	0.928	41.0	16.2	0.921	10.9	4.3
PP08072020_slice_5	0.859	105.291	42.550	0.931	38.6	15.6	0.924	10.3	4.2
PP08072020_slice_6	0.879	91.970	37.200	0.933	33.7	13.6	0.929	9.0	3.6
PP08072020_slice_7	0.888	91.015	35.455	0.934	33.3	13.0	0.930	8.9	3.5
PP08072020_slice_8	0.888	90.956	34.986	0.937	33.3	12.8	0.934	8.9	3.4
PP08072020_slice_9	0.884	86.315	34.787	0.940	31.6	12.7	0.936	8.4	3.4
PP08072020_slice_10	0.883	81.553	34.613	0.942	29.9	12.7	0.939	8.0	3.4
PP08072020_slice_11	0.890	82.059	34.408	0.941	30.1	12.6	0.938	8.0	3.4
PP08072020_slice_12	0.887	83.450	34.800	0.941	30.6	12.7	0.937	8.2	3.4
PP08072020_slice_13	0.894	85.340	34.444	0.938	31.3	12.6	0.935	8.3	3.4
PP08072020_slice_14	0.903	86.749	34.292	0.936	31.8	12.6	0.933	8.5	3.3
PP08072020_slice_15	0.900	86.698	34.523	0.937	31.8	12.6	0.934	8.5	3.4
PP08072020_slice_16	0.899	86.171	34.877	0.936	31.6	12.8	0.933	8.4	3.4
PP08072020_slice_17	0.898	85.828	35.100	0.934	31.4	12.9	0.931	8.4	3.4
PP08072020_slice_18	0.896	88.247	35.633	0.932	32.3	13.1	0.929	8.6	3.5
PP08072020_slice_19	0.889	91.824	36.689	0.928	33.6	13.4	0.925	9.0	3.6
PP08072020_slice_20	0.884	94.088	37.446	0.924	34.5	13.7	0.922	9.2	3.7
PP08072020_slice_21	0.891	92.711	36.844	0.926	34.0	13.5	0.924	9.1	3.6
PP08072020_slice_22	0.890	91.059	37.105	0.928	33.4	13.6	0.926	8.9	3.6
PP08072020_slice_23	0.894	88.811	36.436	0.933	32.5	13.3	0.931	8.7	3.6
PP08072020_slice_24	0.895	87.792	36.549	0.934	32.2	13.4	0.932	8.6	3.6
PP08072020_slice_25	0.895	88.906	37.512	0.932	32.6	13.7	0.930	8.7	3.7
PP08072020_slice_26	0.893	93.263	38.389	0.929	34.2	14.1	0.926	9.1	3.7
PP08072020_slice_27	0.892	95.880	38.885	0.927	35.1	14.2	0.925	9.4	3.8
PP08072020_slice_28	0.892	95.661	38.773	0.926	35.0	14.2	0.923	9.3	3.8
PP08072020_slice_29	0.889	92.363	38.315	0.927	33.8	14.0	0.925	9.0	3.7
PP08072020_slice_30	0.882	89.347	38.646	0.928	32.7	14.2	0.925	8.7	3.8
PP08072020_slice_31	0.883	87.252	38.247	0.930	32.0	14.0	0.927	8.5	3.7
PP08072020_slice_32	0.884	88.198	38.517	0.928	32.3	14.1	0.926	8.6	3.8
PP08072020_slice_33	0.874	93.640	40.623	0.922	34.3	14.9	0.920	9.1	4.0
PP08072020_slice_34	0.876	99.622	42.094	0.918	36.5	15.4	0.915	9.7	4.1
PP08072020_slice_35	0.878	101.007	41.640	0.913	37.0	15.3	0.911	9.9	4.1
PP08072020_slice_36	0.878	98.961	41.051	0.915	36.2	15.0	0.913	9.7	4.0
PP08072020_slice_37	0.877	101.451	42.015	0.915	37.2	15.4	0.913	9.9	4.1
PP08072020_slice_38	0.878	102.237	42.403	0.915	37.4	15.5	0.913	10.0	4.1
PP08072020_slice_39	0.878	99.319	42.038	0.918	36.4	15.4	0.916	9.7	4.1
PP08072020_slice_40	0.875	98.444	41.251	0.918	36.1	15.1	0.915	9.6	4.0
PP08072020_slice_41	0.884	96.200	38.971	0.921	35.2	14.3	0.919	9.4	3.8
PP08072020_slice_42	0.882	94.139	38.923	0.924	34.5	14.3	0.922	9.2	3.8
PP08072020_slice_43	0.880	95.081	39.823	0.925	34.8	14.6	0.922	9.3	3.9
PP08072020_slice_44	0.877	95.876	40.583	0.922	35.1	14.9	0.919	9.4	4.0
PP08072020_slice_45	0.872	97.653	41.394	0.917	35.8	15.2	0.915	9.5	4.0
PP08072020_slice_46	0.865	102.918	43.423	0.912	37.7	15.9	0.910	10.1	4.2
PP08072020_slice_47	0.850	108.687	46.241	0.905	39.8	16.9	0.902	10.6	4.5
PP08072020_slice_48	0.846	110.299	47.411	0.902	40.4	17.4	0.899	10.8	4.6
PP08072020_slice_49	0.851	109.572	46.951	0.905	40.1	17.2	0.902	10.7	4.6
PP08072020_slice_50	0.852	111.283	47.513	0.905	40.8	17.4	0.902	10.9	4.6
PP08072020_slice_51	0.861	119.292	49.346	0.908	43.7	18.1	0.905	11.7	4.8
PP08072020_slice_52	0.866	109.485	46.278	0.907	40.1	17.0	0.905	10.7	4.5
PP08072020_slice_53	0.860	109.647	46.539	0.908	40.2	17.0	0.905	10.7	4.5
PP08072020_slice_54	0.850	112.775	48.005	0.901	41.3	17.6	0.899	11.0	4.7
PP08072020_slice_55	0.853	111.073	47.238	0.903	40.7	17.3	0.901	10.8	4.6
PP08072020_slice_56	0.856	108.242	46.139	0.907	39.6	16.9	0.904	10.6	4.5
PP08072020_slice_57	0.852	107.739	46.132	0.904	39.5	16.9	0.901	10.5	4.5
PP08072020_slice_58	0.844	109.023	47.900	0.898	39.9	17.5	0.895	10.6	4.7
PP08072020_slice_59	0.850	108.340	46.686	0.903	39.7	17.1	0.900	10.6	4.6
PP08072020_slice_60	0.848	113.082	48.017	0.900	41.4	17.6	0.896	11.0	4.7
PP08072020_slice_61	0.847	117.886	48.589	0.896	43.2	17.8	0.893	11.5	4.7
PP08072020_slice_62	0.852	118.237	47.493	0.896	43.3	17.4	0.893	11.5	4.6
PP08072020_slice_63	0.862	114.370	45.364	0.900	41.9	16.6	0.897	11.2	4.4
PP08072020_slice_64	0.874	106.899	42.641	0.909	39.2	15.6	0.907	10.4	4.2
PP08072020_slice_65	0.882	99.971	40.646	0.915	36.6	14.9	0.914	9.8	4.0
PP08072020_slice_66	0.887	95.658	39.547	0.919	35.0	14.5	0.917	9.3	3.9
PP08072020_slice_67	0.890	95.566	38.640	0.919	35.0	14.2	0.918	9.3	3.8
PP08072020_slice_68	0.881	98.946	39.949	0.914	36.2	14.6	0.912	9.7	3.9
PP08072020_slice_69	0.877	102.214	41.170	0.912	37.4	15.1	0.910	10.0	4.0
PP08072020_slice_70	0.874	102.876	41.440	0.912	37.7	15.2	0.909	10.0	4.0
PP08072020_slice_71	0.875	104.408	41.452	0.910	38.2	15.2	0.908	10.2	4.0
PP08072020_slice_72	0.877	104.253	41.517	0.912	38.2	15.2	0.909	10.2	4.1
PP08072020_slice_73	0.875	106.250	41.996	0.909	38.9	15.4	0.907	10.4	4.1
PP08072020_slice_74	0.875	104.826	41.929	0.909	38.4	15.4	0.907	10.2	4.1
PP08072020_slice_75	0.880	101.647	40.318	0.911	37.2	14.8	0.909	9.9	3.9
PP08072020_slice_76	0.885	98.395	39.329	0.916	36.0	14.4	0.914	9.6	3.8
PP08072020_slice_77	0.883	95.671	39.346	0.920	35.0	14.4	0.918	9.3	3.8
PP08072020_slice_78	0.876	91.652	39.980	0.924	33.6	14.6	0.922	9.0	3.9
PP08072020_slice_79	0.886	85.594	37.404	0.929	31.4	13.7	0.926	8.4	3.7
PP08072020_slice_80	0.902	80.945	34.399	0.932	29.7	12.6	0.930	7.9	3.4
PP08072020_slice_81	0.903	91.543	37.421	0.930	33.5	13.7	0.928	8.9	3.7
PP08072020_slice_82	0.887	129.889	48.021	0.924	47.6	17.6	0.920	12.7	4.7
PP08072020_slice_83	0.839	142.180	57.082	0.918	52.1	20.9	0.913	13.9	5.6
PP08072020_slice_84	0.864	135.695	50.325	0.916	49.7	18.4	0.912	13.3	4.9
PP08072020_slice_85	0.864	136.976	50.716	0.915	50.2	18.6	0.911	13.4	5.0
PP08072020_slice_86	0.861	143.463	52.852	0.912	52.6	19.4	0.907	14.0	5.2
PP08072020_slice_87	0.851	151.977	56.613	0.906	55.7	20.7	0.901	14.8	5.5
PP08072020_slice_88	0.845	155.689	58.688	0.904	57.0	21.5	0.899	15.2	5.7
PP08072020_slice_89	0.848	155.435	58.120	0.906	56.9	21.3	0.901	15.2	5.7
PP08072020_slice_90	0.853	150.510	56.157	0.911	55.1	20.6	0.905	14.7	5.5
PP08072020_slice_91	0.850	147.924	56.627	0.914	54.2	20.7	0.909	14.4	5.5
PP08072020_slice_92	0.862	147.640	54.370	0.917	54.1	19.9	0.912	14.4	5.3
PP08072020_slice_93	0.862	149.457	54.767	0.916	54.7	20.1	0.911	14.6	5.3
PP08072020_slice_94	0.869	146.068	51.852	0.918	53.5	19.0	0.914	14.3	5.1
PP08072020_slice_95	0.870	140.866	49.291	0.918	51.6	18.1	0.915	13.8	4.8
PP08072020_slice_96	0.864	136.108	49.055	0.917	49.9	18.0	0.914	13.3	4.8
PP08072020_slice_97	0.863	129.815	47.331	0.917	47.6	17.3	0.914	12.7	4.6
PP08072020_slice_98	0.865	121.171	44.546	0.920	44.4	16.3	0.917	11.8	4.4
PP08072020_slice_99	0.872	118.482	42.554	0.921	43.4	15.6	0.918	11.6	4.2
PP08072020_slice_100	0.870	118.222	43.101	0.920	43.3	15.8	0.917	11.5	4.2
PP08072020_slice_101	0.865	117.108	43.905	0.921	42.9	16.1	0.918	11.4	4.3
PP08072020_slice_102	0.870	111.120	41.140	0.925	40.7	15.1	0.922	10.9	4.0
PP08072020_slice_103	0.872	106.259	40.271	0.927	38.9	14.8	0.925	10.4	3.9
PP08072020_slice_104	0.881	96.313	36.524	0.932	35.3	13.4	0.930	9.4	3.6
PP08072020_slice_105	0.893	85.222	32.939	0.940	31.2	12.1	0.938	8.3	3.2
PP08072020_slice_106	0.903	78.153	30.755	0.945	28.6	11.3	0.943	7.6	3.0
PP08072020_slice_107	0.908	76.579	29.500	0.948	28.1	10.8	0.947	7.5	2.9
PP08072020_slice_108	0.906	78.255	30.234	0.948	28.7	11.1	0.947	7.6	3.0
PP08072020_slice_109	0.902	83.757	31.308	0.946	30.7	11.5	0.945	8.2	3.1
PP08072020_slice_110	0.901	85.194	31.388	0.945	31.2	11.5	0.943	8.3	3.1
PP08072020_slice_111	0.900	84.987	31.373	0.944	31.1	11.5	0.942	8.3	3.1

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)