🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-08 14:41:15 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: 0.061 ± 0.019
RMSE: 0.131 ± 0.041
SSIM: 0.828 ± 0.053

Hounsfield Units

MAE: 61.2 ± 19.1 HU
RMSE: 130.8 ± 40.7 HU
SSIM: 0.828 ± 0.053

Lung Window

MAE: 50.9 ± 18.5 HU
RMSE: 115.8 ± 42.1 HU
SSIM: 0.707 ± 0.065

Mediastinum Window

MAE: 20.1 ± 5.5 HU
RMSE: 47.5 ± 9.5 HU
SSIM: 0.686 ± 0.067

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.083, RMSE 0.141, SSIM 0.825
HU: MAE 82.9 HU, RMSE 141.5 HU, SSIM 0.825
Lung: MAE 51.9 HU, RMSE 93.9 HU, SSIM 0.710
Mediastinum: MAE 19.0 HU, RMSE 41.7 HU, SSIM 0.673

👤 Patient BC23122020

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Network: MAE 0.068, RMSE 0.148, SSIM 0.809
HU: MAE 68.1 HU, RMSE 148.2 HU, SSIM 0.809
Lung: MAE 56.3 HU, RMSE 137.1 HU, SSIM 0.678
Mediastinum: MAE 22.4 HU, RMSE 53.3 HU, SSIM 0.667

👤 Patient BM26032018

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Network: MAE 0.051, RMSE 0.124, SSIM 0.850
HU: MAE 51.0 HU, RMSE 124.3 HU, SSIM 0.850
Lung: MAE 44.6 HU, RMSE 109.7 HU, SSIM 0.749
Mediastinum: MAE 17.0 HU, RMSE 46.4 HU, SSIM 0.736

👤 Patient BMG07082017

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Network: MAE 0.054, RMSE 0.127, SSIM 0.848
HU: MAE 54.4 HU, RMSE 127.5 HU, SSIM 0.848
Lung: MAE 41.9 HU, RMSE 109.1 HU, SSIM 0.735
Mediastinum: MAE 15.0 HU, RMSE 44.5 HU, SSIM 0.762

👤 Patient CV28012021

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Network: MAE 0.041, RMSE 0.097, SSIM 0.886
HU: MAE 41.1 HU, RMSE 96.9 HU, SSIM 0.886
Lung: MAE 37.4 HU, RMSE 89.5 HU, SSIM 0.767
Mediastinum: MAE 14.6 HU, RMSE 35.8 HU, SSIM 0.728

👤 Patient EM31082020

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Network: MAE 0.033, RMSE 0.080, SSIM 0.911
HU: MAE 32.6 HU, RMSE 79.7 HU, SSIM 0.911
Lung: MAE 30.5 HU, RMSE 75.5 HU, SSIM 0.817
Mediastinum: MAE 11.1 HU, RMSE 31.7 HU, SSIM 0.793

👤 Patient ME19112020

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Network: MAE 0.056, RMSE 0.125, SSIM 0.829
HU: MAE 55.8 HU, RMSE 124.7 HU, SSIM 0.829
Lung: MAE 50.1 HU, RMSE 112.3 HU, SSIM 0.685
Mediastinum: MAE 21.5 HU, RMSE 51.3 HU, SSIM 0.650

👤 Patient MF04022021

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Network: MAE 0.074, RMSE 0.156, SSIM 0.753
HU: MAE 74.0 HU, RMSE 156.0 HU, SSIM 0.753
Lung: MAE 66.3 HU, RMSE 146.5 HU, SSIM 0.579
Mediastinum: MAE 29.2 HU, RMSE 58.5 HU, SSIM 0.556

👤 Patient MP07122020q

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Network: MAE 0.116, RMSE 0.262, SSIM 0.693
HU: MAE 115.9 HU, RMSE 261.5 HU, SSIM 0.693
Lung: MAE 111.6 HU, RMSE 255.2 HU, SSIM 0.580
Mediastinum: MAE 30.5 HU, RMSE 70.5 HU, SSIM 0.620

👤 Patient PD04012016

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Network: MAE 0.065, RMSE 0.142, SSIM 0.805
HU: MAE 64.8 HU, RMSE 141.7 HU, SSIM 0.805
Lung: MAE 53.4 HU, RMSE 126.6 HU, SSIM 0.692
Mediastinum: MAE 21.4 HU, RMSE 50.6 HU, SSIM 0.689

👤 Patient PM03022021

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Network: MAE 0.058, RMSE 0.111, SSIM 0.853
HU: MAE 58.4 HU, RMSE 110.6 HU, SSIM 0.853
Lung: MAE 40.4 HU, RMSE 88.8 HU, SSIM 0.752
Mediastinum: MAE 17.0 HU, RMSE 44.0 HU, SSIM 0.752

👤 Patient PN17122020

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Network: MAE 0.060, RMSE 0.125, SSIM 0.828
HU: MAE 59.6 HU, RMSE 124.6 HU, SSIM 0.828
Lung: MAE 51.4 HU, RMSE 108.5 HU, SSIM 0.686
Mediastinum: MAE 22.7 HU, RMSE 52.0 HU, SSIM 0.674

👤 Patient PP08072020

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Network: MAE 0.052, RMSE 0.113, SSIM 0.858
HU: MAE 52.3 HU, RMSE 113.5 HU, SSIM 0.858
Lung: MAE 41.7 HU, RMSE 100.1 HU, SSIM 0.747
Mediastinum: MAE 14.7 HU, RMSE 40.1 HU, SSIM 0.755

👤 Patient SE04022021

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Network: MAE 0.063, RMSE 0.125, SSIM 0.791
HU: MAE 62.8 HU, RMSE 125.4 HU, SSIM 0.791
Lung: MAE 50.5 HU, RMSE 110.9 HU, SSIM 0.659
Mediastinum: MAE 27.0 HU, RMSE 53.8 HU, SSIM 0.568

👤 Patient SV03022021

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Network: MAE 0.044, RMSE 0.086, SSIM 0.884
HU: MAE 44.2 HU, RMSE 86.3 HU, SSIM 0.884
Lung: MAE 34.9 HU, RMSE 74.0 HU, SSIM 0.770
Mediastinum: MAE 17.7 HU, RMSE 38.0 HU, SSIM 0.664

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-08 14:41:15 KST