🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-08 10:21:49 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: 0.062 ± 0.019
RMSE: 0.132 ± 0.041
SSIM: 0.827 ± 0.054

Hounsfield Units

MAE: 61.6 ± 19.2 HU
RMSE: 132.1 ± 41.2 HU
SSIM: 0.827 ± 0.054

Lung Window

MAE: 51.1 ± 18.4 HU
RMSE: 116.8 ± 42.2 HU
SSIM: 0.707 ± 0.064

Mediastinum Window

MAE: 20.1 ± 5.6 HU
RMSE: 47.7 ± 9.9 HU
SSIM: 0.686 ± 0.065

Total Patients: 15

Total Samples: 437

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.084, RMSE 0.142, SSIM 0.820
HU: MAE 83.7 HU, RMSE 142.1 HU, SSIM 0.820
Lung: MAE 52.1 HU, RMSE 94.4 HU, SSIM 0.709
Mediastinum: MAE 19.5 HU, RMSE 42.5 HU, SSIM 0.672

👤 Patient MF04022021

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Network: MAE 0.076, RMSE 0.162, SSIM 0.752
HU: MAE 75.6 HU, RMSE 161.8 HU, SSIM 0.752
Lung: MAE 67.5 HU, RMSE 151.5 HU, SSIM 0.587
Mediastinum: MAE 27.8 HU, RMSE 57.9 HU, SSIM 0.578

👤 Patient MP07122020q

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Network: MAE 0.115, RMSE 0.261, SSIM 0.690
HU: MAE 115.2 HU, RMSE 260.9 HU, SSIM 0.690
Lung: MAE 110.2 HU, RMSE 252.9 HU, SSIM 0.578
Mediastinum: MAE 31.6 HU, RMSE 71.8 HU, SSIM 0.616

👤 Patient SE04022021

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Network: MAE 0.066, RMSE 0.131, SSIM 0.785
HU: MAE 65.7 HU, RMSE 130.6 HU, SSIM 0.785
Lung: MAE 53.3 HU, RMSE 116.5 HU, SSIM 0.653
Mediastinum: MAE 27.6 HU, RMSE 55.1 HU, SSIM 0.569

👤 Patient PN17122020

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Network: MAE 0.060, RMSE 0.127, SSIM 0.826
HU: MAE 60.1 HU, RMSE 126.6 HU, SSIM 0.826
Lung: MAE 51.6 HU, RMSE 109.5 HU, SSIM 0.686
Mediastinum: MAE 22.6 HU, RMSE 52.2 HU, SSIM 0.675

👤 Patient BMG07082017

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Network: MAE 0.055, RMSE 0.129, SSIM 0.845
HU: MAE 55.1 HU, RMSE 128.5 HU, SSIM 0.845
Lung: MAE 42.7 HU, RMSE 110.4 HU, SSIM 0.732
Mediastinum: MAE 15.0 HU, RMSE 44.6 HU, SSIM 0.766

👤 Patient SV03022021

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Network: MAE 0.043, RMSE 0.084, SSIM 0.886
HU: MAE 43.3 HU, RMSE 84.5 HU, SSIM 0.886
Lung: MAE 34.1 HU, RMSE 72.3 HU, SSIM 0.771
Mediastinum: MAE 17.4 HU, RMSE 37.3 HU, SSIM 0.660

👤 Patient BC23122020

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Network: MAE 0.068, RMSE 0.148, SSIM 0.805
HU: MAE 67.6 HU, RMSE 148.1 HU, SSIM 0.805
Lung: MAE 55.9 HU, RMSE 137.0 HU, SSIM 0.674
Mediastinum: MAE 22.8 HU, RMSE 53.7 HU, SSIM 0.663

👤 Patient EM31082020

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Network: MAE 0.032, RMSE 0.078, SSIM 0.914
HU: MAE 32.0 HU, RMSE 77.9 HU, SSIM 0.914
Lung: MAE 29.8 HU, RMSE 73.4 HU, SSIM 0.818
Mediastinum: MAE 11.1 HU, RMSE 31.3 HU, SSIM 0.788

👤 Patient BM26032018

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Network: MAE 0.052, RMSE 0.126, SSIM 0.847
HU: MAE 52.1 HU, RMSE 126.0 HU, SSIM 0.847
Lung: MAE 45.4 HU, RMSE 111.4 HU, SSIM 0.745
Mediastinum: MAE 16.9 HU, RMSE 46.6 HU, SSIM 0.738

👤 Patient PP08072020

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Network: MAE 0.052, RMSE 0.114, SSIM 0.860
HU: MAE 52.1 HU, RMSE 113.5 HU, SSIM 0.860
Lung: MAE 41.7 HU, RMSE 100.6 HU, SSIM 0.750
Mediastinum: MAE 14.3 HU, RMSE 39.5 HU, SSIM 0.762

👤 Patient PM03022021

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Network: MAE 0.058, RMSE 0.111, SSIM 0.849
HU: MAE 58.3 HU, RMSE 111.0 HU, SSIM 0.849
Lung: MAE 40.3 HU, RMSE 88.8 HU, SSIM 0.749
Mediastinum: MAE 17.4 HU, RMSE 44.3 HU, SSIM 0.747

👤 Patient CV28012021

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Network: MAE 0.041, RMSE 0.097, SSIM 0.887
HU: MAE 40.7 HU, RMSE 96.6 HU, SSIM 0.887
Lung: MAE 36.8 HU, RMSE 88.7 HU, SSIM 0.768
Mediastinum: MAE 14.6 HU, RMSE 35.7 HU, SSIM 0.727

👤 Patient ME19112020

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Network: MAE 0.056, RMSE 0.126, SSIM 0.828
HU: MAE 56.2 HU, RMSE 126.4 HU, SSIM 0.828
Lung: MAE 50.4 HU, RMSE 113.3 HU, SSIM 0.687
Mediastinum: MAE 21.3 HU, RMSE 51.3 HU, SSIM 0.653

👤 Patient PD04012016

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Network: MAE 0.066, RMSE 0.147, SSIM 0.805
HU: MAE 66.4 HU, RMSE 146.7 HU, SSIM 0.805
Lung: MAE 55.0 HU, RMSE 132.1 HU, SSIM 0.693
Mediastinum: MAE 21.9 HU, RMSE 51.6 HU, SSIM 0.684

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-08 10:21:49 KST