🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-09 16:34:30 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: 0.086 ± 0.032
RMSE: 0.147 ± 0.046
SSIM: 0.794 ± 0.073

Hounsfield Units

MAE: 86.5 ± 32.3 HU
RMSE: 146.7 ± 45.9 HU
SSIM: 0.794 ± 0.073

Lung Window

MAE: 86.1 ± 32.4 HU
RMSE: 146.4 ± 45.9 HU
SSIM: 0.621 ± 0.091

Mediastinum Window

MAE: 22.2 ± 7.5 HU
RMSE: 48.2 ± 11.3 HU
SSIM: 0.670 ± 0.075

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.089, RMSE 0.129, SSIM 0.764
HU: MAE 88.7 HU, RMSE 129.3 HU, SSIM 0.764
Lung: MAE 88.5 HU, RMSE 129.2 HU, SSIM 0.585
Mediastinum: MAE 25.3 HU, RMSE 49.8 HU, SSIM 0.636

👤 Patient BC23122020

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Network: MAE 0.150, RMSE 0.216, SSIM 0.638
HU: MAE 150.1 HU, RMSE 216.0 HU, SSIM 0.638
Lung: MAE 150.0 HU, RMSE 215.9 HU, SSIM 0.444
Mediastinum: MAE 36.3 HU, RMSE 72.1 HU, SSIM 0.603

👤 Patient BM26032018

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Network: MAE 0.047, RMSE 0.111, SSIM 0.863
HU: MAE 47.4 HU, RMSE 110.9 HU, SSIM 0.863
Lung: MAE 47.0 HU, RMSE 110.4 HU, SSIM 0.736
Mediastinum: MAE 15.1 HU, RMSE 40.9 HU, SSIM 0.750

👤 Patient BMG07082017

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Network: MAE 0.114, RMSE 0.178, SSIM 0.798
HU: MAE 114.1 HU, RMSE 177.8 HU, SSIM 0.798
Lung: MAE 113.6 HU, RMSE 177.4 HU, SSIM 0.572
Mediastinum: MAE 16.9 HU, RMSE 44.7 HU, SSIM 0.738

👤 Patient CV28012021

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Network: MAE 0.041, RMSE 0.091, SSIM 0.887
HU: MAE 40.8 HU, RMSE 90.8 HU, SSIM 0.887
Lung: MAE 40.3 HU, RMSE 90.5 HU, SSIM 0.758
Mediastinum: MAE 15.1 HU, RMSE 34.1 HU, SSIM 0.726

👤 Patient EM31082020

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Network: MAE 0.039, RMSE 0.080, SSIM 0.898
HU: MAE 39.5 HU, RMSE 80.2 HU, SSIM 0.898
Lung: MAE 38.8 HU, RMSE 79.7 HU, SSIM 0.782
Mediastinum: MAE 12.8 HU, RMSE 33.0 HU, SSIM 0.781

👤 Patient ME19112020

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Network: MAE 0.053, RMSE 0.107, SSIM 0.851
HU: MAE 53.4 HU, RMSE 107.5 HU, SSIM 0.851
Lung: MAE 53.1 HU, RMSE 107.3 HU, SSIM 0.690
Mediastinum: MAE 18.5 HU, RMSE 42.5 HU, SSIM 0.663

👤 Patient MF04022021

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Network: MAE 0.072, RMSE 0.147, SSIM 0.764
HU: MAE 71.8 HU, RMSE 146.9 HU, SSIM 0.764
Lung: MAE 71.0 HU, RMSE 146.6 HU, SSIM 0.582
Mediastinum: MAE 26.7 HU, RMSE 50.9 HU, SSIM 0.565

👤 Patient MP07122020q

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Network: MAE 0.115, RMSE 0.258, SSIM 0.694
HU: MAE 115.0 HU, RMSE 257.7 HU, SSIM 0.694
Lung: MAE 114.4 HU, RMSE 256.8 HU, SSIM 0.567
Mediastinum: MAE 30.2 HU, RMSE 67.5 HU, SSIM 0.619

👤 Patient PD04012016

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Network: MAE 0.099, RMSE 0.162, SSIM 0.814
HU: MAE 99.5 HU, RMSE 161.6 HU, SSIM 0.814
Lung: MAE 98.9 HU, RMSE 161.2 HU, SSIM 0.602
Mediastinum: MAE 18.3 HU, RMSE 43.8 HU, SSIM 0.687

👤 Patient PM03022021

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Network: MAE 0.113, RMSE 0.164, SSIM 0.831
HU: MAE 113.1 HU, RMSE 163.9 HU, SSIM 0.831
Lung: MAE 112.8 HU, RMSE 163.8 HU, SSIM 0.629
Mediastinum: MAE 16.6 HU, RMSE 41.4 HU, SSIM 0.749

👤 Patient PN17122020

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Network: MAE 0.055, RMSE 0.102, SSIM 0.838
HU: MAE 54.6 HU, RMSE 102.3 HU, SSIM 0.838
Lung: MAE 54.3 HU, RMSE 102.2 HU, SSIM 0.683
Mediastinum: MAE 21.0 HU, RMSE 45.4 HU, SSIM 0.686

👤 Patient PP08072020

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Network: MAE 0.094, RMSE 0.145, SSIM 0.823
HU: MAE 94.5 HU, RMSE 145.4 HU, SSIM 0.823
Lung: MAE 94.1 HU, RMSE 145.1 HU, SSIM 0.616
Mediastinum: MAE 16.1 HU, RMSE 40.1 HU, SSIM 0.734

👤 Patient SE04022021

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Network: MAE 0.115, RMSE 0.167, SSIM 0.693
HU: MAE 114.6 HU, RMSE 166.8 HU, SSIM 0.693
Lung: MAE 114.2 HU, RMSE 165.9 HU, SSIM 0.496
Mediastinum: MAE 36.2 HU, RMSE 64.1 HU, SSIM 0.522

👤 Patient SV03022021

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Network: MAE 0.100, RMSE 0.144, SSIM 0.760
HU: MAE 100.3 HU, RMSE 144.1 HU, SSIM 0.760
Lung: MAE 100.1 HU, RMSE 143.6 HU, SSIM 0.575
Mediastinum: MAE 28.0 HU, RMSE 53.4 HU, SSIM 0.591

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-09 16:34:30 KST