GAN Evaluation Report - Patient MF04022021

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

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

0.762

SSIM Score

0.169

RMSE

0.079

MAE

Average Network-Normalized Metrics Across All Slices (51 slices) - Generated vs Real Venous

0.757

SSIM Score (Avg)

0.152

RMSE (Avg)

0.072

MAE (Avg)

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

0.762

HU SSIM

169.5

HU RMSE

79.1

HU MAE

Average HU-Space Metrics Across All Slices (51 slices) - Generated vs Real Venous

0.757

HU SSIM (Avg)

152.1

HU RMSE (Avg)

72.5

HU MAE (Avg)

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

0.598

Lung SSIM

162.3

Lung RMSE

72.3

Lung MAE

Average Lung Window Metrics Across All Slices (51 slices) - Generated vs Real Venous

0.580

Lung SSIM (Avg)

142.7

Lung RMSE (Avg)

64.9

Lung MAE (Avg)

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

0.625

Mediastinum SSIM

56.4

Mediastinum RMSE

25.0

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (51 slices) - Generated vs Real Venous

0.553

Mediastinum SSIM (Avg)

58.5

Mediastinum RMSE (Avg)

29.3

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
MF04022021_slice_3	0.737	0.164	0.073	0.737	164.3	73.4	0.594	143.9	61.9	0.557	60.6	29.7
MF04022021_slice_4	0.734	0.168	0.081	0.734	168.4	81.4	0.585	147.7	69.5	0.556	61.5	30.0
MF04022021_slice_7	0.731	0.175	0.079	0.731	175.2	79.0	0.594	147.1	64.6	0.546	61.6	30.3
MF04022021_slice_15	0.748	0.167	0.074	0.748	166.8	74.3	0.610	152.3	64.4	0.590	58.2	27.3
MF04022021_slice_20	0.751	0.175	0.076	0.751	175.1	76.2	0.610	153.7	65.1	0.606	59.0	26.8
MF04022021_slice_21	0.751	0.174	0.076	0.751	174.1	75.8	0.610	154.2	65.3	0.611	57.6	26.2
MF04022021_slice_29	0.761	0.168	0.073	0.761	167.8	72.9	0.614	156.8	64.9	0.631	53.8	23.2
MF04022021_slice_30	0.757	0.168	0.073	0.757	167.6	73.1	0.609	156.5	65.2	0.630	55.0	23.7
MF04022021_slice_32	0.756	0.167	0.073	0.756	167.2	72.9	0.607	156.4	65.4	0.634	53.9	23.2
MF04022021_slice_33	0.757	0.166	0.073	0.757	165.8	72.7	0.607	155.4	65.3	0.635	53.8	23.1
MF04022021_slice_39	0.756	0.168	0.075	0.756	167.7	74.8	0.601	158.1	67.5	0.627	54.1	23.8
MF04022021_slice_40	0.758	0.167	0.075	0.758	167.4	74.7	0.604	157.6	67.2	0.626	54.5	24.0
MF04022021_slice_41	0.755	0.169	0.076	0.755	168.5	75.7	0.601	158.7	68.0	0.624	55.2	24.3
MF04022021_slice_43	0.762	0.166	0.075	0.762	166.4	74.9	0.605	155.9	66.8	0.629	55.2	24.1
MF04022021_slice_44	0.767	0.164	0.074	0.767	163.8	74.0	0.609	153.0	65.8	0.631	55.7	24.0
MF04022021_slice_48	0.766	0.164	0.075	0.766	164.1	75.0	0.607	154.2	66.9	0.627	56.0	24.1
MF04022021_slice_49	0.762	0.166	0.076	0.762	166.0	76.2	0.601	156.0	68.1	0.625	56.7	24.4
MF04022021_slice_51	0.762	0.165	0.075	0.762	164.5	75.4	0.596	154.8	67.8	0.627	56.5	24.2
MF04022021_slice_52	0.762	0.164	0.075	0.762	164.3	75.1	0.595	154.6	67.7	0.626	56.2	24.1
MF04022021_slice_53	0.764	0.162	0.074	0.764	162.0	74.1	0.597	152.5	66.8	0.627	55.8	24.1
MF04022021_slice_58	0.765	0.162	0.075	0.765	161.7	75.4	0.597	152.0	67.7	0.631	55.4	23.6
MF04022021_slice_64	0.757	0.166	0.077	0.757	165.8	77.3	0.592	158.4	70.8	0.631	54.4	23.8
MF04022021_slice_66	0.761	0.166	0.077	0.761	166.1	76.8	0.596	159.7	70.7	0.633	53.3	23.3
MF04022021_slice_70	0.762	0.169	0.079	0.762	169.5	79.1	0.598	162.3	72.3	0.625	56.4	25.0
MF04022021_slice_75	0.743	0.178	0.085	0.743	177.7	85.5	0.582	169.2	77.2	0.597	59.3	27.5
MF04022021_slice_77	0.736	0.179	0.087	0.736	179.1	86.7	0.574	171.0	78.5	0.591	60.0	28.1
MF04022021_slice_83	0.730	0.176	0.084	0.730	176.3	84.3	0.557	170.9	77.8	0.569	59.7	29.0
MF04022021_slice_84	0.733	0.176	0.084	0.733	175.6	83.6	0.561	170.4	77.1	0.567	58.8	28.6
MF04022021_slice_87	0.727	0.172	0.084	0.727	172.4	83.8	0.549	167.0	77.4	0.552	58.5	28.9
MF04022021_slice_97	0.734	0.160	0.079	0.734	159.8	79.2	0.543	154.1	72.6	0.512	61.1	32.4
MF04022021_slice_98	0.743	0.159	0.078	0.743	159.2	78.0	0.550	153.6	71.3	0.510	60.2	32.0
MF04022021_slice_105	0.753	0.149	0.075	0.753	148.7	75.5	0.558	142.4	67.6	0.504	61.8	33.7
MF04022021_slice_113	0.757	0.138	0.071	0.757	138.1	71.5	0.556	131.2	63.7	0.484	63.6	35.7
MF04022021_slice_115	0.765	0.135	0.070	0.765	135.2	70.3	0.567	128.1	62.3	0.484	63.5	35.6
MF04022021_slice_118	0.765	0.132	0.070	0.765	132.4	70.0	0.566	124.7	61.8	0.480	64.6	36.6
MF04022021_slice_119	0.763	0.132	0.070	0.763	132.0	70.1	0.564	124.3	61.9	0.478	64.6	36.6
MF04022021_slice_120	0.762	0.131	0.070	0.762	131.3	70.1	0.565	123.3	61.8	0.481	65.0	36.8
MF04022021_slice_123	0.764	0.125	0.068	0.764	125.0	67.8	0.567	116.2	59.6	0.485	65.9	37.5
MF04022021_slice_124	0.769	0.121	0.067	0.769	121.3	66.8	0.572	112.2	58.5	0.488	64.5	36.7
MF04022021_slice_125	0.771	0.117	0.065	0.771	116.9	65.1	0.575	107.1	56.9	0.490	65.1	36.7
MF04022021_slice_127	0.777	0.111	0.062	0.777	111.3	61.9	0.580	101.3	54.3	0.489	64.0	36.2
MF04022021_slice_129	0.781	0.110	0.061	0.781	110.4	61.0	0.580	100.7	53.7	0.485	62.6	35.5
MF04022021_slice_131	0.779	0.115	0.062	0.779	115.2	62.1	0.573	106.7	55.4	0.472	61.5	35.2
MF04022021_slice_134	0.764	0.127	0.066	0.764	127.0	66.2	0.562	119.4	59.7	0.462	62.9	36.2
MF04022021_slice_136	0.748	0.134	0.067	0.748	133.9	67.1	0.546	127.8	61.5	0.464	61.9	35.7
MF04022021_slice_137	0.744	0.142	0.069	0.744	142.0	69.4	0.546	136.2	63.7	0.464	62.5	35.9
MF04022021_slice_140	0.738	0.148	0.070	0.738	148.2	69.8	0.538	143.9	65.3	0.465	60.8	34.7
MF04022021_slice_145	0.764	0.129	0.059	0.764	129.4	59.4	0.544	125.6	56.0	0.463	53.8	30.5
MF04022021_slice_148	0.778	0.120	0.055	0.778	120.0	55.3	0.551	116.1	52.1	0.458	50.0	28.5
MF04022021_slice_151	0.786	0.115	0.053	0.786	114.7	52.5	0.551	110.4	49.5	0.451	48.5	27.9
MF04022021_slice_152	0.794	0.115	0.052	0.794	114.7	52.0	0.560	110.8	49.2	0.453	47.7	27.4

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