🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-19 16:48:26 KST

📥 Download Evaluation Data

📊 Download All Metrics CSV (aggregated_metrics.csv) 📋 Download Patient Summary CSV (per_patient_summary.csv) 📈 Download Population Stats CSV (cross_patient_statistics.csv)

• All Metrics CSV: Complete raw data (4 rows per patient)
• Patient Summary CSV: 12 numbers per patient (MAE, RMSE, SSIM × 4 metric types)
• Population Stats CSV: Cross-patient statistics and averages

📈 Overall Statistics (Across All Patients)

Network-Normalized

MAE: 293.304 ± 221.327
RMSE: 569.861 ± 407.753
SSIM: 0.770 ± 0.086

Hounsfield Units

MAE: 0.0 ± 0.0 HU
RMSE: 0.0 ± 0.0 HU
SSIM: 0.000 ± 0.000

Lung Window

MAE: 107.4 ± 81.1 HU
RMSE: 208.7 ± 149.4 HU
SSIM: 0.871 ± 0.043

Mediastinum Window

MAE: 28.6 ± 21.6 HU
RMSE: 55.7 ± 39.8 HU
SSIM: 0.850 ± 0.055

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 534.924, RMSE 957.653, SSIM 0.601
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 195.9 HU, RMSE 350.8 HU, SSIM 0.791
Mediastinum: MAE 52.3 HU, RMSE 93.5 HU, SSIM 0.751

👤 Patient BC23122020

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Network: MAE 513.471, RMSE 952.664, SSIM 0.682
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 188.1 HU, RMSE 349.0 HU, SSIM 0.819
Mediastinum: MAE 50.2 HU, RMSE 93.1 HU, SSIM 0.783

👤 Patient BM26032018

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Network: MAE 49.629, RMSE 124.662, SSIM 0.858
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.2 HU, RMSE 45.7 HU, SSIM 0.902
Mediastinum: MAE 4.8 HU, RMSE 12.2 HU, SSIM 0.898

👤 Patient BMG07082017

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Network: MAE 478.391, RMSE 938.109, SSIM 0.752
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 175.2 HU, RMSE 343.6 HU, SSIM 0.853
Mediastinum: MAE 46.7 HU, RMSE 91.6 HU, SSIM 0.820

👤 Patient CV28012021

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Network: MAE 38.735, RMSE 95.638, SSIM 0.895
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 14.2 HU, RMSE 35.0 HU, SSIM 0.932
Mediastinum: MAE 3.8 HU, RMSE 9.3 HU, SSIM 0.929

👤 Patient EM31082020

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Network: MAE 28.688, RMSE 75.578, SSIM 0.926
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 10.5 HU, RMSE 27.7 HU, SSIM 0.951
Mediastinum: MAE 2.8 HU, RMSE 7.4 HU, SSIM 0.950

👤 Patient ME19112020

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Network: MAE 49.995, RMSE 121.035, SSIM 0.840
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.3 HU, RMSE 44.3 HU, SSIM 0.900
Mediastinum: MAE 4.9 HU, RMSE 11.8 HU, SSIM 0.897

👤 Patient MF04022021

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Network: MAE 72.422, RMSE 153.363, SSIM 0.764
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 26.5 HU, RMSE 56.2 HU, SSIM 0.862
Mediastinum: MAE 7.1 HU, RMSE 15.0 HU, SSIM 0.857

👤 Patient MP07122020q

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Network: MAE 113.772, RMSE 260.398, SSIM 0.700
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 41.7 HU, RMSE 95.4 HU, SSIM 0.817
Mediastinum: MAE 11.1 HU, RMSE 25.4 HU, SSIM 0.806

👤 Patient PD04012016

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Network: MAE 482.501, RMSE 934.172, SSIM 0.721
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 176.7 HU, RMSE 342.2 HU, SSIM 0.848
Mediastinum: MAE 47.1 HU, RMSE 91.3 HU, SSIM 0.815

👤 Patient PM03022021

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Network: MAE 540.453, RMSE 997.105, SSIM 0.741
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 198.0 HU, RMSE 365.2 HU, SSIM 0.879
Mediastinum: MAE 52.8 HU, RMSE 97.4 HU, SSIM 0.839

👤 Patient PN17122020

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Network: MAE 54.954, RMSE 122.262, SSIM 0.840
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 20.1 HU, RMSE 44.8 HU, SSIM 0.905
Mediastinum: MAE 5.4 HU, RMSE 11.9 HU, SSIM 0.900

👤 Patient PP08072020

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Network: MAE 475.868, RMSE 932.471, SSIM 0.764
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 174.3 HU, RMSE 341.6 HU, SSIM 0.866
Mediastinum: MAE 46.5 HU, RMSE 91.1 HU, SSIM 0.833

👤 Patient SE04022021

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Network: MAE 496.236, RMSE 949.668, SSIM 0.673
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 181.8 HU, RMSE 347.9 HU, SSIM 0.836
Mediastinum: MAE 48.5 HU, RMSE 92.8 HU, SSIM 0.801

👤 Patient SV03022021

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Network: MAE 469.513, RMSE 933.142, SSIM 0.788
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 172.0 HU, RMSE 341.8 HU, SSIM 0.897
Mediastinum: MAE 45.9 HU, RMSE 91.1 HU, SSIM 0.865

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-19 16:48:26 KST