🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-10 10:37:20 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: 0.090 ± 0.037
RMSE: 0.146 ± 0.043
SSIM: 0.801 ± 0.056

Hounsfield Units

MAE: 90.3 ± 36.9 HU
RMSE: 146.0 ± 43.4 HU
SSIM: 0.801 ± 0.056

Lung Window

MAE: 85.1 ± 35.9 HU
RMSE: 141.5 ± 42.8 HU
SSIM: 0.633 ± 0.071

Mediastinum Window

MAE: 22.9 ± 4.6 HU
RMSE: 51.5 ± 8.9 HU
SSIM: 0.657 ± 0.065

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.106, RMSE 0.137, SSIM 0.818
HU: MAE 106.3 HU, RMSE 136.6 HU, SSIM 0.818
Lung: MAE 104.4 HU, RMSE 134.9 HU, SSIM 0.620
Mediastinum: MAE 21.9 HU, RMSE 47.6 HU, SSIM 0.623

👤 Patient BC23122020

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Network: MAE 0.106, RMSE 0.161, SSIM 0.767
HU: MAE 105.9 HU, RMSE 161.0 HU, SSIM 0.767
Lung: MAE 102.4 HU, RMSE 157.5 HU, SSIM 0.560
Mediastinum: MAE 26.3 HU, RMSE 59.2 HU, SSIM 0.625

👤 Patient BM26032018

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Network: MAE 0.048, RMSE 0.111, SSIM 0.863
HU: MAE 47.9 HU, RMSE 111.0 HU, SSIM 0.863
Lung: MAE 46.0 HU, RMSE 109.4 HU, SSIM 0.731
Mediastinum: MAE 16.5 HU, RMSE 44.1 HU, SSIM 0.742

👤 Patient BMG07082017

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Network: MAE 0.108, RMSE 0.168, SSIM 0.743
HU: MAE 107.6 HU, RMSE 168.2 HU, SSIM 0.743
Lung: MAE 66.9 HU, RMSE 131.3 HU, SSIM 0.569
Mediastinum: MAE 22.2 HU, RMSE 58.4 HU, SSIM 0.706

👤 Patient CV28012021

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Network: MAE 0.042, RMSE 0.092, SSIM 0.880
HU: MAE 42.4 HU, RMSE 92.0 HU, SSIM 0.880
Lung: MAE 40.8 HU, RMSE 90.8 HU, SSIM 0.741
Mediastinum: MAE 16.6 HU, RMSE 37.2 HU, SSIM 0.715

👤 Patient EM31082020

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Network: MAE 0.038, RMSE 0.081, SSIM 0.893
HU: MAE 37.6 HU, RMSE 81.4 HU, SSIM 0.893
Lung: MAE 36.0 HU, RMSE 79.7 HU, SSIM 0.777
Mediastinum: MAE 13.9 HU, RMSE 36.4 HU, SSIM 0.778

👤 Patient ME19112020

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Network: MAE 0.050, RMSE 0.111, SSIM 0.838
HU: MAE 50.1 HU, RMSE 110.7 HU, SSIM 0.838
Lung: MAE 49.1 HU, RMSE 109.6 HU, SSIM 0.663
Mediastinum: MAE 20.7 HU, RMSE 47.9 HU, SSIM 0.648

👤 Patient MF04022021

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Network: MAE 0.071, RMSE 0.148, SSIM 0.750
HU: MAE 70.6 HU, RMSE 147.9 HU, SSIM 0.750
Lung: MAE 69.0 HU, RMSE 147.1 HU, SSIM 0.553
Mediastinum: MAE 28.3 HU, RMSE 54.0 HU, SSIM 0.549

👤 Patient MP07122020q

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Network: MAE 0.117, RMSE 0.259, SSIM 0.690
HU: MAE 116.6 HU, RMSE 258.7 HU, SSIM 0.690
Lung: MAE 115.1 HU, RMSE 257.0 HU, SSIM 0.553
Mediastinum: MAE 31.2 HU, RMSE 70.4 HU, SSIM 0.619

👤 Patient PD04012016

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Network: MAE 0.110, RMSE 0.163, SSIM 0.765
HU: MAE 109.6 HU, RMSE 163.4 HU, SSIM 0.765
Lung: MAE 104.9 HU, RMSE 158.8 HU, SSIM 0.571
Mediastinum: MAE 25.4 HU, RMSE 58.4 HU, SSIM 0.649

👤 Patient PM03022021

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Network: MAE 0.168, RMSE 0.191, SSIM 0.759
HU: MAE 168.0 HU, RMSE 190.7 HU, SSIM 0.759
Lung: MAE 161.1 HU, RMSE 186.8 HU, SSIM 0.629
Mediastinum: MAE 27.1 HU, RMSE 60.4 HU, SSIM 0.689

👤 Patient PN17122020

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Network: MAE 0.051, RMSE 0.104, SSIM 0.838
HU: MAE 51.4 HU, RMSE 104.3 HU, SSIM 0.838
Lung: MAE 49.4 HU, RMSE 102.7 HU, SSIM 0.671
Mediastinum: MAE 22.1 HU, RMSE 48.2 HU, SSIM 0.669

👤 Patient PP08072020

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Network: MAE 0.101, RMSE 0.143, SSIM 0.778
HU: MAE 101.5 HU, RMSE 142.8 HU, SSIM 0.778
Lung: MAE 95.0 HU, RMSE 137.7 HU, SSIM 0.579
Mediastinum: MAE 21.9 HU, RMSE 53.0 HU, SSIM 0.697

👤 Patient SE04022021

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Network: MAE 0.130, RMSE 0.180, SSIM 0.789
HU: MAE 130.3 HU, RMSE 180.0 HU, SSIM 0.789
Lung: MAE 128.4 HU, RMSE 178.9 HU, SSIM 0.602
Mediastinum: MAE 27.3 HU, RMSE 52.5 HU, SSIM 0.538

👤 Patient SV03022021

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Network: MAE 0.110, RMSE 0.142, SSIM 0.846
HU: MAE 109.5 HU, RMSE 141.9 HU, SSIM 0.846
Lung: MAE 107.8 HU, RMSE 140.8 HU, SSIM 0.674
Mediastinum: MAE 21.8 HU, RMSE 44.2 HU, SSIM 0.606

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-10 10:37:20 KST