🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-08 10:21:40 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 ± 0.020
RMSE: 0.132 ± 0.041
SSIM: 0.828 ± 0.054

Hounsfield Units

MAE: 61.7 ± 19.6 HU
RMSE: 131.9 ± 41.5 HU
SSIM: 0.828 ± 0.054

Lung Window

MAE: 51.4 ± 19.0 HU
RMSE: 117.1 ± 42.8 HU
SSIM: 0.706 ± 0.066

Mediastinum Window

MAE: 20.0 ± 5.5 HU
RMSE: 47.5 ± 9.6 HU
SSIM: 0.686 ± 0.068

Total Patients: 15

Total Samples: 437

👥 Individual Patient Results

👤 Patient PD04012016

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Network: MAE 0.064, RMSE 0.138, SSIM 0.807
HU: MAE 63.6 HU, RMSE 137.8 HU, SSIM 0.807
Lung: MAE 51.6 HU, RMSE 121.2 HU, SSIM 0.693
Mediastinum: MAE 20.4 HU, RMSE 48.9 HU, SSIM 0.699

👤 Patient AB17122018

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Network: MAE 0.084, RMSE 0.142, SSIM 0.826
HU: MAE 83.6 HU, RMSE 142.1 HU, SSIM 0.826
Lung: MAE 52.5 HU, RMSE 94.7 HU, SSIM 0.711
Mediastinum: MAE 18.8 HU, RMSE 41.5 HU, SSIM 0.674

👤 Patient ME19112020

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Network: MAE 0.056, RMSE 0.125, SSIM 0.829
HU: MAE 56.3 HU, RMSE 125.4 HU, SSIM 0.829
Lung: MAE 50.8 HU, RMSE 113.6 HU, SSIM 0.683
Mediastinum: MAE 21.6 HU, RMSE 51.6 HU, SSIM 0.649

👤 Patient PN17122020

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Network: MAE 0.062, RMSE 0.129, SSIM 0.825
HU: MAE 61.6 HU, RMSE 129.4 HU, SSIM 0.825
Lung: MAE 53.7 HU, RMSE 114.9 HU, SSIM 0.678
Mediastinum: MAE 23.2 HU, RMSE 52.8 HU, SSIM 0.667

👤 Patient PP08072020

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Network: MAE 0.053, RMSE 0.116, SSIM 0.856
HU: MAE 52.9 HU, RMSE 116.5 HU, SSIM 0.856
Lung: MAE 42.5 HU, RMSE 103.7 HU, SSIM 0.747
Mediastinum: MAE 14.9 HU, RMSE 40.3 HU, SSIM 0.750

👤 Patient MP07122020q

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Network: MAE 0.118, RMSE 0.265, SSIM 0.688
HU: MAE 118.3 HU, RMSE 264.9 HU, SSIM 0.688
Lung: MAE 113.9 HU, RMSE 258.4 HU, SSIM 0.577
Mediastinum: MAE 30.7 HU, RMSE 71.0 HU, SSIM 0.621

👤 Patient CV28012021

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Network: MAE 0.041, RMSE 0.096, SSIM 0.887
HU: MAE 40.8 HU, RMSE 95.9 HU, SSIM 0.887
Lung: MAE 37.3 HU, RMSE 89.0 HU, SSIM 0.769
Mediastinum: MAE 14.4 HU, RMSE 35.3 HU, SSIM 0.732

👤 Patient BC23122020

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Network: MAE 0.070, RMSE 0.154, SSIM 0.805
HU: MAE 70.2 HU, RMSE 154.2 HU, SSIM 0.805
Lung: MAE 58.5 HU, RMSE 143.8 HU, SSIM 0.671
Mediastinum: MAE 22.9 HU, RMSE 54.6 HU, SSIM 0.662

👤 Patient BM26032018

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Network: MAE 0.050, RMSE 0.124, SSIM 0.852
HU: MAE 50.3 HU, RMSE 123.5 HU, SSIM 0.852
Lung: MAE 43.9 HU, RMSE 108.2 HU, SSIM 0.751
Mediastinum: MAE 16.9 HU, RMSE 46.1 HU, SSIM 0.735

👤 Patient MF04022021

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Network: MAE 0.074, RMSE 0.157, SSIM 0.754
HU: MAE 74.4 HU, RMSE 156.9 HU, SSIM 0.754
Lung: MAE 66.5 HU, RMSE 146.9 HU, SSIM 0.579
Mediastinum: MAE 29.0 HU, RMSE 58.4 HU, SSIM 0.557

👤 Patient SE04022021

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Network: MAE 0.062, RMSE 0.125, SSIM 0.794
HU: MAE 61.9 HU, RMSE 124.6 HU, SSIM 0.794
Lung: MAE 49.9 HU, RMSE 111.2 HU, SSIM 0.660
Mediastinum: MAE 27.0 HU, RMSE 53.4 HU, SSIM 0.559

👤 Patient SV03022021

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Network: MAE 0.045, RMSE 0.088, SSIM 0.883
HU: MAE 45.3 HU, RMSE 87.9 HU, SSIM 0.883
Lung: MAE 35.9 HU, RMSE 75.9 HU, SSIM 0.772
Mediastinum: MAE 17.9 HU, RMSE 39.0 HU, SSIM 0.673

👤 Patient PM03022021

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Network: MAE 0.059, RMSE 0.112, SSIM 0.853
HU: MAE 58.9 HU, RMSE 111.6 HU, SSIM 0.853
Lung: MAE 40.9 HU, RMSE 90.0 HU, SSIM 0.752
Mediastinum: MAE 16.9 HU, RMSE 44.2 HU, SSIM 0.752

👤 Patient BMG07082017

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Network: MAE 0.055, RMSE 0.128, SSIM 0.846
HU: MAE 54.8 HU, RMSE 127.9 HU, SSIM 0.846
Lung: MAE 42.4 HU, RMSE 109.9 HU, SSIM 0.733
Mediastinum: MAE 15.2 HU, RMSE 44.6 HU, SSIM 0.760

👤 Patient EM31082020

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Network: MAE 0.033, RMSE 0.079, SSIM 0.912
HU: MAE 32.5 HU, RMSE 79.5 HU, SSIM 0.912
Lung: MAE 30.3 HU, RMSE 75.1 HU, SSIM 0.820
Mediastinum: MAE 10.9 HU, RMSE 31.4 HU, SSIM 0.795

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-08 10:21:40 KST