🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-18 15:33:25 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: 290.086 ± 218.403
RMSE: 568.975 ± 409.383
SSIM: 0.779 ± 0.075

Hounsfield Units

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

Lung Window

MAE: 106.3 ± 80.0 HU
RMSE: 208.4 ± 150.0 HU
SSIM: 0.870 ± 0.039

Mediastinum Window

MAE: 28.3 ± 21.3 HU
RMSE: 55.6 ± 40.0 HU
SSIM: 0.850 ± 0.051

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 485.215, RMSE 941.371, SSIM 0.743
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 177.7 HU, RMSE 344.8 HU, SSIM 0.860
Mediastinum: MAE 47.4 HU, RMSE 92.0 HU, SSIM 0.825

👤 Patient BC23122020

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Network: MAE 516.925, RMSE 957.716, SSIM 0.664
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 189.3 HU, RMSE 350.8 HU, SSIM 0.806
Mediastinum: MAE 50.5 HU, RMSE 93.5 HU, SSIM 0.770

👤 Patient BM26032018

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Network: MAE 49.465, RMSE 122.136, SSIM 0.858
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.1 HU, RMSE 44.7 HU, SSIM 0.900
Mediastinum: MAE 4.8 HU, RMSE 11.9 HU, SSIM 0.897

👤 Patient BMG07082017

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Network: MAE 487.290, RMSE 944.566, SSIM 0.718
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 178.5 HU, RMSE 346.0 HU, SSIM 0.832
Mediastinum: MAE 47.6 HU, RMSE 92.3 HU, SSIM 0.799

👤 Patient CV28012021

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Network: MAE 40.143, RMSE 96.853, SSIM 0.894
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 14.7 HU, RMSE 35.5 HU, SSIM 0.927
Mediastinum: MAE 3.9 HU, RMSE 9.5 HU, SSIM 0.925

👤 Patient EM31082020

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Network: MAE 29.605, RMSE 77.177, SSIM 0.926
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 10.8 HU, RMSE 28.3 HU, SSIM 0.947
Mediastinum: MAE 2.9 HU, RMSE 7.5 HU, SSIM 0.946

👤 Patient ME19112020

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Network: MAE 49.371, RMSE 116.162, SSIM 0.847
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.1 HU, RMSE 42.6 HU, SSIM 0.894
Mediastinum: MAE 4.8 HU, RMSE 11.3 HU, SSIM 0.891

👤 Patient MF04022021

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Network: MAE 74.638, RMSE 150.713, SSIM 0.761
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 27.3 HU, RMSE 55.2 HU, SSIM 0.863
Mediastinum: MAE 7.3 HU, RMSE 14.7 HU, SSIM 0.857

👤 Patient MP07122020q

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Network: MAE 113.484, RMSE 260.128, SSIM 0.702
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 41.6 HU, RMSE 95.3 HU, SSIM 0.816
Mediastinum: MAE 11.1 HU, RMSE 25.4 HU, SSIM 0.806

👤 Patient PD04012016

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Network: MAE 483.357, RMSE 940.048, SSIM 0.728
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 177.1 HU, RMSE 344.3 HU, SSIM 0.839
Mediastinum: MAE 47.2 HU, RMSE 91.8 HU, SSIM 0.806

👤 Patient PM03022021

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Network: MAE 541.487, RMSE 1002.494, SSIM 0.742
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 198.3 HU, RMSE 367.2 HU, SSIM 0.853
Mediastinum: MAE 52.9 HU, RMSE 97.9 HU, SSIM 0.815

👤 Patient PN17122020

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Network: MAE 49.430, RMSE 111.522, SSIM 0.852
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.1 HU, RMSE 40.9 HU, SSIM 0.913
Mediastinum: MAE 4.8 HU, RMSE 10.9 HU, SSIM 0.909

👤 Patient PP08072020

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Network: MAE 478.474, RMSE 938.591, SSIM 0.755
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 175.3 HU, RMSE 343.8 HU, SSIM 0.857
Mediastinum: MAE 46.7 HU, RMSE 91.7 HU, SSIM 0.824

👤 Patient SE04022021

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Network: MAE 481.886, RMSE 939.788, SSIM 0.716
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 176.5 HU, RMSE 344.2 HU, SSIM 0.856
Mediastinum: MAE 47.1 HU, RMSE 91.8 HU, SSIM 0.822

👤 Patient SV03022021

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Network: MAE 470.518, RMSE 935.357, SSIM 0.775
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 172.4 HU, RMSE 342.6 HU, SSIM 0.886
Mediastinum: MAE 46.0 HU, RMSE 91.4 HU, SSIM 0.855

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-18 15:33:25 KST