🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-08 10:51:03 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: 0.060 ± 0.018
RMSE: 0.129 ± 0.039
SSIM: 0.830 ± 0.051

Hounsfield Units

MAE: 60.3 ± 17.8 HU
RMSE: 129.1 ± 38.9 HU
SSIM: 0.830 ± 0.051

Lung Window

MAE: 50.0 ± 17.4 HU
RMSE: 113.8 ± 40.7 HU
SSIM: 0.708 ± 0.064

Mediastinum Window

MAE: 20.0 ± 5.5 HU
RMSE: 47.3 ± 9.4 HU
SSIM: 0.685 ± 0.071

Total Patients: 15

Total Samples: 437

👥 Individual Patient Results

👤 Patient BC23122020

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Network: MAE 0.067, RMSE 0.145, SSIM 0.813
HU: MAE 67.2 HU, RMSE 145.4 HU, SSIM 0.813
Lung: MAE 55.3 HU, RMSE 133.8 HU, SSIM 0.685
Mediastinum: MAE 21.8 HU, RMSE 52.5 HU, SSIM 0.676

👤 Patient CV28012021

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Network: MAE 0.041, RMSE 0.096, SSIM 0.887
HU: MAE 40.6 HU, RMSE 95.7 HU, SSIM 0.887
Lung: MAE 36.8 HU, RMSE 87.7 HU, SSIM 0.768
Mediastinum: MAE 14.6 HU, RMSE 35.6 HU, SSIM 0.730

👤 Patient MF04022021

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Network: MAE 0.073, RMSE 0.153, SSIM 0.753
HU: MAE 73.2 HU, RMSE 153.4 HU, SSIM 0.753
Lung: MAE 65.5 HU, RMSE 143.8 HU, SSIM 0.576
Mediastinum: MAE 30.1 HU, RMSE 59.3 HU, SSIM 0.545

👤 Patient PM03022021

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Network: MAE 0.057, RMSE 0.108, SSIM 0.858
HU: MAE 57.0 HU, RMSE 108.0 HU, SSIM 0.858
Lung: MAE 38.5 HU, RMSE 84.5 HU, SSIM 0.758
Mediastinum: MAE 16.0 HU, RMSE 42.6 HU, SSIM 0.756

👤 Patient SE04022021

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Network: MAE 0.062, RMSE 0.125, SSIM 0.788
HU: MAE 62.4 HU, RMSE 125.5 HU, SSIM 0.788
Lung: MAE 50.0 HU, RMSE 109.4 HU, SSIM 0.656
Mediastinum: MAE 27.5 HU, RMSE 54.1 HU, SSIM 0.561

👤 Patient PD04012016

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Network: MAE 0.066, RMSE 0.144, SSIM 0.802
HU: MAE 65.6 HU, RMSE 143.8 HU, SSIM 0.802
Lung: MAE 54.4 HU, RMSE 129.3 HU, SSIM 0.689
Mediastinum: MAE 22.0 HU, RMSE 51.4 HU, SSIM 0.685

👤 Patient BMG07082017

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Network: MAE 0.054, RMSE 0.127, SSIM 0.850
HU: MAE 53.8 HU, RMSE 127.2 HU, SSIM 0.850
Lung: MAE 41.2 HU, RMSE 107.9 HU, SSIM 0.738
Mediastinum: MAE 15.1 HU, RMSE 44.4 HU, SSIM 0.756

👤 Patient PP08072020

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Network: MAE 0.052, RMSE 0.111, SSIM 0.857
HU: MAE 51.9 HU, RMSE 110.8 HU, SSIM 0.857
Lung: MAE 41.5 HU, RMSE 97.5 HU, SSIM 0.743
Mediastinum: MAE 14.5 HU, RMSE 39.7 HU, SSIM 0.760

👤 Patient SV03022021

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Network: MAE 0.045, RMSE 0.087, SSIM 0.882
HU: MAE 44.6 HU, RMSE 87.4 HU, SSIM 0.882
Lung: MAE 35.0 HU, RMSE 74.5 HU, SSIM 0.767
Mediastinum: MAE 18.0 HU, RMSE 38.5 HU, SSIM 0.656

👤 Patient ME19112020

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Network: MAE 0.055, RMSE 0.122, SSIM 0.832
HU: MAE 54.6 HU, RMSE 121.7 HU, SSIM 0.832
Lung: MAE 48.9 HU, RMSE 109.1 HU, SSIM 0.688
Mediastinum: MAE 21.7 HU, RMSE 51.2 HU, SSIM 0.647

👤 Patient MP07122020q

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Network: MAE 0.110, RMSE 0.253, SSIM 0.703
HU: MAE 110.2 HU, RMSE 252.9 HU, SSIM 0.703
Lung: MAE 106.2 HU, RMSE 247.2 HU, SSIM 0.588
Mediastinum: MAE 29.8 HU, RMSE 69.2 HU, SSIM 0.623

👤 Patient EM31082020

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Network: MAE 0.033, RMSE 0.079, SSIM 0.908
HU: MAE 33.1 HU, RMSE 79.3 HU, SSIM 0.908
Lung: MAE 31.0 HU, RMSE 75.4 HU, SSIM 0.814
Mediastinum: MAE 11.2 HU, RMSE 32.0 HU, SSIM 0.797

👤 Patient PN17122020

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Network: MAE 0.059, RMSE 0.122, SSIM 0.831
HU: MAE 58.6 HU, RMSE 121.8 HU, SSIM 0.831
Lung: MAE 50.1 HU, RMSE 104.4 HU, SSIM 0.692
Mediastinum: MAE 22.2 HU, RMSE 51.3 HU, SSIM 0.679

👤 Patient AB17122018

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Network: MAE 0.080, RMSE 0.138, SSIM 0.834
HU: MAE 80.3 HU, RMSE 137.7 HU, SSIM 0.834
Lung: MAE 50.3 HU, RMSE 90.7 HU, SSIM 0.712
Mediastinum: MAE 19.0 HU, RMSE 40.6 HU, SSIM 0.664

👤 Patient BM26032018

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Network: MAE 0.051, RMSE 0.125, SSIM 0.848
HU: MAE 51.4 HU, RMSE 125.4 HU, SSIM 0.848
Lung: MAE 45.4 HU, RMSE 111.3 HU, SSIM 0.748
Mediastinum: MAE 17.1 HU, RMSE 46.5 HU, SSIM 0.738

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-08 10:51:03 KST