🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-09 09:42:11 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: 0.066 ± 0.019
RMSE: 0.132 ± 0.041
SSIM: 0.798 ± 0.057

Hounsfield Units

MAE: 66.5 ± 18.6 HU
RMSE: 131.8 ± 40.5 HU
SSIM: 0.798 ± 0.057

Lung Window

MAE: 55.7 ± 18.1 HU
RMSE: 118.0 ± 41.7 HU
SSIM: 0.641 ± 0.070

Mediastinum Window

MAE: 22.6 ± 6.2 HU
RMSE: 51.3 ± 9.7 HU
SSIM: 0.666 ± 0.073

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.065, RMSE 0.109, SSIM 0.788
HU: MAE 64.6 HU, RMSE 109.1 HU, SSIM 0.788
Lung: MAE 48.9 HU, RMSE 88.7 HU, SSIM 0.619
Mediastinum: MAE 24.3 HU, RMSE 49.6 HU, SSIM 0.635

👤 Patient BC23122020

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Network: MAE 0.080, RMSE 0.154, SSIM 0.752
HU: MAE 79.6 HU, RMSE 154.0 HU, SSIM 0.752
Lung: MAE 65.4 HU, RMSE 142.2 HU, SSIM 0.577
Mediastinum: MAE 27.4 HU, RMSE 60.4 HU, SSIM 0.636

👤 Patient BM26032018

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Network: MAE 0.053, RMSE 0.123, SSIM 0.847
HU: MAE 52.5 HU, RMSE 123.4 HU, SSIM 0.847
Lung: MAE 46.1 HU, RMSE 108.6 HU, SSIM 0.727
Mediastinum: MAE 17.0 HU, RMSE 46.9 HU, SSIM 0.740

👤 Patient BMG07082017

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Network: MAE 0.066, RMSE 0.133, SSIM 0.802
HU: MAE 66.5 HU, RMSE 132.6 HU, SSIM 0.802
Lung: MAE 51.5 HU, RMSE 113.6 HU, SSIM 0.634
Mediastinum: MAE 18.1 HU, RMSE 49.2 HU, SSIM 0.739

👤 Patient CV28012021

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Network: MAE 0.043, RMSE 0.098, SSIM 0.881
HU: MAE 43.5 HU, RMSE 97.6 HU, SSIM 0.881
Lung: MAE 39.7 HU, RMSE 90.0 HU, SSIM 0.744
Mediastinum: MAE 14.8 HU, RMSE 36.0 HU, SSIM 0.720

👤 Patient EM31082020

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Network: MAE 0.037, RMSE 0.083, SSIM 0.899
HU: MAE 37.0 HU, RMSE 82.9 HU, SSIM 0.899
Lung: MAE 34.5 HU, RMSE 78.3 HU, SSIM 0.785
Mediastinum: MAE 12.3 HU, RMSE 34.2 HU, SSIM 0.785

👤 Patient ME19112020

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Network: MAE 0.054, RMSE 0.119, SSIM 0.827
HU: MAE 54.3 HU, RMSE 119.4 HU, SSIM 0.827
Lung: MAE 49.2 HU, RMSE 107.8 HU, SSIM 0.662
Mediastinum: MAE 21.2 HU, RMSE 50.2 HU, SSIM 0.655

👤 Patient MF04022021

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Network: MAE 0.077, RMSE 0.157, SSIM 0.720
HU: MAE 77.4 HU, RMSE 156.6 HU, SSIM 0.720
Lung: MAE 69.9 HU, RMSE 146.8 HU, SSIM 0.539
Mediastinum: MAE 31.8 HU, RMSE 62.9 HU, SSIM 0.545

👤 Patient MP07122020q

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Network: MAE 0.119, RMSE 0.264, SSIM 0.687
HU: MAE 119.3 HU, RMSE 263.8 HU, SSIM 0.687
Lung: MAE 114.4 HU, RMSE 256.4 HU, SSIM 0.555
Mediastinum: MAE 31.6 HU, RMSE 72.1 HU, SSIM 0.619

👤 Patient PD04012016

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Network: MAE 0.072, RMSE 0.144, SSIM 0.784
HU: MAE 71.8 HU, RMSE 144.1 HU, SSIM 0.784
Lung: MAE 58.2 HU, RMSE 128.8 HU, SSIM 0.610
Mediastinum: MAE 21.9 HU, RMSE 51.4 HU, SSIM 0.663

👤 Patient PM03022021

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Network: MAE 0.074, RMSE 0.124, SSIM 0.814
HU: MAE 74.0 HU, RMSE 123.6 HU, SSIM 0.814
Lung: MAE 49.0 HU, RMSE 97.8 HU, SSIM 0.669
Mediastinum: MAE 18.6 HU, RMSE 47.9 HU, SSIM 0.735

👤 Patient PN17122020

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Network: MAE 0.059, RMSE 0.119, SSIM 0.805
HU: MAE 58.8 HU, RMSE 119.2 HU, SSIM 0.805
Lung: MAE 51.4 HU, RMSE 103.8 HU, SSIM 0.655
Mediastinum: MAE 24.5 HU, RMSE 54.7 HU, SSIM 0.672

👤 Patient PP08072020

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Network: MAE 0.065, RMSE 0.121, SSIM 0.801
HU: MAE 65.0 HU, RMSE 121.2 HU, SSIM 0.801
Lung: MAE 51.7 HU, RMSE 107.5 HU, SSIM 0.626
Mediastinum: MAE 18.0 HU, RMSE 45.5 HU, SSIM 0.723

👤 Patient SE04022021

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Network: MAE 0.077, RMSE 0.135, SSIM 0.726
HU: MAE 76.7 HU, RMSE 134.6 HU, SSIM 0.726
Lung: MAE 61.1 HU, RMSE 118.5 HU, SSIM 0.548
Mediastinum: MAE 33.9 HU, RMSE 62.1 HU, SSIM 0.519

👤 Patient SV03022021

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Network: MAE 0.056, RMSE 0.095, SSIM 0.837
HU: MAE 56.0 HU, RMSE 95.3 HU, SSIM 0.837
Lung: MAE 43.6 HU, RMSE 82.0 HU, SSIM 0.662
Mediastinum: MAE 23.1 HU, RMSE 45.6 HU, SSIM 0.602

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-09 09:42:11 KST