🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-20 07:15:51 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: 50.292 ± 20.141
RMSE: 121.021 ± 43.946
SSIM: 0.851 ± 0.057

Hounsfield Units

MAE: 0.0 ± 0.0 HU
RMSE: 0.0 ± 0.0 HU
SSIM: 0.000 ± 0.000

Lung Window

MAE: 18.4 ± 7.4 HU
RMSE: 44.3 ± 16.1 HU
SSIM: 0.907 ± 0.035

Mediastinum Window

MAE: 4.9 ± 2.0 HU
RMSE: 11.8 ± 4.3 HU
SSIM: 0.903 ± 0.037

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 38.991, RMSE 88.526, SSIM 0.886
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 14.3 HU, RMSE 32.4 HU, SSIM 0.933
Mediastinum: MAE 3.8 HU, RMSE 8.6 HU, SSIM 0.929

👤 Patient BC23122020

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Network: MAE 56.951, RMSE 139.572, SSIM 0.820
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 20.9 HU, RMSE 51.1 HU, SSIM 0.895
Mediastinum: MAE 5.6 HU, RMSE 13.6 HU, SSIM 0.890

👤 Patient BM26032018

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Network: MAE 48.812, RMSE 125.072, SSIM 0.861
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 17.9 HU, RMSE 45.8 HU, SSIM 0.900
Mediastinum: MAE 4.8 HU, RMSE 12.2 HU, SSIM 0.897

👤 Patient BMG07082017

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Network: MAE 41.353, RMSE 116.814, SSIM 0.873
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 15.1 HU, RMSE 42.8 HU, SSIM 0.910
Mediastinum: MAE 4.0 HU, RMSE 11.4 HU, SSIM 0.907

👤 Patient CV28012021

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Network: MAE 36.954, RMSE 94.142, SSIM 0.901
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 13.5 HU, RMSE 34.5 HU, SSIM 0.934
Mediastinum: MAE 3.6 HU, RMSE 9.2 HU, SSIM 0.931

👤 Patient EM31082020

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Network: MAE 29.441, RMSE 77.783, SSIM 0.921
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 10.8 HU, RMSE 28.5 HU, SSIM 0.949
Mediastinum: MAE 2.9 HU, RMSE 7.6 HU, SSIM 0.948

👤 Patient ME19112020

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Network: MAE 56.547, RMSE 130.473, SSIM 0.817
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 20.7 HU, RMSE 47.8 HU, SSIM 0.881
Mediastinum: MAE 5.5 HU, RMSE 12.7 HU, SSIM 0.879

👤 Patient MF04022021

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Network: MAE 71.503, RMSE 152.308, SSIM 0.767
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 26.2 HU, RMSE 55.8 HU, SSIM 0.859
Mediastinum: MAE 7.0 HU, RMSE 14.9 HU, SSIM 0.854

👤 Patient MP07122020q

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Network: MAE 113.486, RMSE 260.880, SSIM 0.702
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 41.6 HU, RMSE 95.6 HU, SSIM 0.816
Mediastinum: MAE 11.1 HU, RMSE 25.5 HU, SSIM 0.805

👤 Patient PD04012016

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Network: MAE 50.279, RMSE 133.445, SSIM 0.846
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 18.4 HU, RMSE 48.9 HU, SSIM 0.901
Mediastinum: MAE 4.9 HU, RMSE 13.0 HU, SSIM 0.898

👤 Patient PM03022021

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Network: MAE 33.472, RMSE 85.436, SSIM 0.913
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 12.3 HU, RMSE 31.3 HU, SSIM 0.945
Mediastinum: MAE 3.3 HU, RMSE 8.3 HU, SSIM 0.942

👤 Patient PN17122020

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Network: MAE 54.841, RMSE 121.347, SSIM 0.844
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 20.1 HU, RMSE 44.4 HU, SSIM 0.900
Mediastinum: MAE 5.4 HU, RMSE 11.9 HU, SSIM 0.896

👤 Patient PP08072020

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Network: MAE 41.834, RMSE 104.492, SSIM 0.875
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 15.3 HU, RMSE 38.3 HU, SSIM 0.921
Mediastinum: MAE 4.1 HU, RMSE 10.2 HU, SSIM 0.918

👤 Patient SE04022021

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Network: MAE 48.531, RMSE 114.810, SSIM 0.837
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 17.8 HU, RMSE 42.1 HU, SSIM 0.909
Mediastinum: MAE 4.7 HU, RMSE 11.2 HU, SSIM 0.906

👤 Patient SV03022021

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Network: MAE 31.387, RMSE 70.218, SSIM 0.910
HU: MAE 0.0 HU, RMSE 0.0 HU, SSIM 0.000
Lung: MAE 11.5 HU, RMSE 25.7 HU, SSIM 0.951
Mediastinum: MAE 3.1 HU, RMSE 6.9 HU, SSIM 0.950

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-20 07:15:51 KST