GAN Evaluation Report - Patient MP07122020q

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

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

0.734

SSIM Score

0.241

RMSE

0.101

MAE

Average Network-Normalized Metrics Across All Slices (22 slices) - Generated vs Real Venous

0.703

SSIM Score (Avg)

0.253

RMSE (Avg)

0.110

MAE (Avg)

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

0.734

HU SSIM

240.6

HU RMSE

101.2

HU MAE

Average HU-Space Metrics Across All Slices (22 slices) - Generated vs Real Venous

0.703

HU SSIM (Avg)

252.9

HU RMSE (Avg)

110.2

HU MAE (Avg)

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

0.608

Lung SSIM

236.5

Lung RMSE

98.7

Lung MAE

Average Lung Window Metrics Across All Slices (22 slices) - Generated vs Real Venous

0.588

Lung SSIM (Avg)

247.2

Lung RMSE (Avg)

106.2

Lung MAE (Avg)

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

0.609

Mediastinum SSIM

67.0

Mediastinum RMSE

29.2

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (22 slices) - Generated vs Real Venous

0.623

Mediastinum SSIM (Avg)

69.2

Mediastinum RMSE (Avg)

29.8

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_8	0.660	0.269	0.121	0.660	269.4	121.4	0.565	255.7	112.5	0.620	75.6	34.1
MP07122020q_slice_10	0.664	0.268	0.121	0.664	267.5	121.3	0.565	255.7	113.1	0.627	78.1	34.4
MP07122020q_slice_14	0.670	0.267	0.120	0.670	267.2	120.1	0.565	259.4	114.6	0.637	73.1	31.7
MP07122020q_slice_18	0.686	0.271	0.119	0.686	270.5	119.4	0.577	262.7	114.5	0.639	71.7	29.8
MP07122020q_slice_20	0.683	0.272	0.120	0.683	271.8	120.5	0.577	265.5	116.3	0.636	72.3	30.5
MP07122020q_slice_22	0.681	0.273	0.122	0.681	272.8	121.6	0.575	266.9	117.6	0.636	70.7	29.8
MP07122020q_slice_25	0.682	0.273	0.122	0.682	272.6	122.2	0.572	267.4	118.7	0.638	70.0	29.5
MP07122020q_slice_27	0.681	0.278	0.125	0.681	277.6	125.1	0.572	270.8	120.8	0.638	72.2	30.2
MP07122020q_slice_30	0.685	0.280	0.127	0.685	280.2	126.9	0.575	274.0	122.5	0.632	71.9	30.0
MP07122020q_slice_35	0.688	0.282	0.127	0.688	282.2	127.1	0.579	276.1	123.3	0.625	72.3	30.1
MP07122020q_slice_37	0.685	0.284	0.129	0.685	283.8	128.8	0.579	277.3	124.3	0.623	73.5	30.6
MP07122020q_slice_46	0.689	0.287	0.131	0.689	286.9	131.1	0.578	281.8	127.6	0.611	72.9	30.5
MP07122020q_slice_63	0.701	0.266	0.118	0.701	265.7	118.2	0.583	262.0	115.5	0.602	70.3	31.1
MP07122020q_slice_67	0.728	0.248	0.106	0.728	248.2	105.8	0.610	244.1	102.9	0.610	68.3	29.3
MP07122020q_slice_70	0.734	0.241	0.101	0.734	240.6	101.2	0.608	236.5	98.7	0.609	67.0	29.2
MP07122020q_slice_73	0.734	0.234	0.098	0.734	234.2	97.9	0.606	230.5	95.2	0.617	67.0	29.4
MP07122020q_slice_74	0.737	0.229	0.094	0.737	229.1	94.3	0.609	225.1	91.4	0.618	66.2	28.9
MP07122020q_slice_76	0.738	0.218	0.089	0.738	217.8	88.8	0.608	214.2	85.9	0.618	62.8	27.7
MP07122020q_slice_77	0.739	0.215	0.087	0.739	215.1	87.2	0.609	211.5	84.3	0.618	62.4	27.6
MP07122020q_slice_80	0.740	0.208	0.083	0.740	207.9	82.7	0.612	204.1	79.8	0.618	62.2	27.4
MP07122020q_slice_83	0.733	0.203	0.082	0.733	203.0	81.8	0.602	199.6	79.2	0.622	61.4	27.3
MP07122020q_slice_84	0.731	0.200	0.081	0.731	200.5	81.1	0.599	197.3	78.7	0.623	61.5	27.3

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