🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-10 10:37:32 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: 0.657 ± 0.042
RMSE: 0.709 ± 0.038
SSIM: 0.213 ± 0.033

Hounsfield Units

MAE: 657.4 ± 41.5 HU
RMSE: 708.5 ± 38.5 HU
SSIM: 0.213 ± 0.033

Lung Window

MAE: 652.1 ± 41.9 HU
RMSE: 707.1 ± 38.4 HU
SSIM: 0.182 ± 0.028

Mediastinum Window

MAE: 40.0 ± 10.4 HU
RMSE: 80.0 ± 13.3 HU
SSIM: 0.639 ± 0.068

Total Patients: 15

Total Samples: 1746

👥 Individual Patient Results

👤 Patient AB17122018

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Network: MAE 0.650, RMSE 0.705, SSIM 0.205
HU: MAE 650.1 HU, RMSE 705.5 HU, SSIM 0.205
Lung: MAE 646.4 HU, RMSE 704.9 HU, SSIM 0.178
Mediastinum: MAE 43.7 HU, RMSE 80.3 HU, SSIM 0.601

👤 Patient BC23122020

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Network: MAE 0.640, RMSE 0.698, SSIM 0.202
HU: MAE 639.9 HU, RMSE 698.3 HU, SSIM 0.202
Lung: MAE 635.7 HU, RMSE 697.4 HU, SSIM 0.166
Mediastinum: MAE 43.6 HU, RMSE 86.1 HU, SSIM 0.623

👤 Patient BM26032018

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Network: MAE 0.692, RMSE 0.740, SSIM 0.201
HU: MAE 692.4 HU, RMSE 739.9 HU, SSIM 0.201
Lung: MAE 686.8 HU, RMSE 738.6 HU, SSIM 0.181
Mediastinum: MAE 37.5 HU, RMSE 83.0 HU, SSIM 0.680

👤 Patient BMG07082017

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Network: MAE 0.699, RMSE 0.747, SSIM 0.226
HU: MAE 699.2 HU, RMSE 746.9 HU, SSIM 0.226
Lung: MAE 694.7 HU, RMSE 745.9 HU, SSIM 0.200
Mediastinum: MAE 29.3 HU, RMSE 70.0 HU, SSIM 0.733

👤 Patient CV28012021

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Network: MAE 0.656, RMSE 0.709, SSIM 0.206
HU: MAE 656.3 HU, RMSE 709.0 HU, SSIM 0.206
Lung: MAE 651.0 HU, RMSE 707.8 HU, SSIM 0.174
Mediastinum: MAE 37.1 HU, RMSE 73.2 HU, SSIM 0.621

👤 Patient EM31082020

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Network: MAE 0.709, RMSE 0.750, SSIM 0.284
HU: MAE 708.5 HU, RMSE 750.1 HU, SSIM 0.284
Lung: MAE 703.2 HU, RMSE 748.7 HU, SSIM 0.241
Mediastinum: MAE 19.8 HU, RMSE 47.3 HU, SSIM 0.757

👤 Patient ME19112020

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Network: MAE 0.640, RMSE 0.700, SSIM 0.245
HU: MAE 639.8 HU, RMSE 699.8 HU, SSIM 0.245
Lung: MAE 635.9 HU, RMSE 698.8 HU, SSIM 0.191
Mediastinum: MAE 33.4 HU, RMSE 68.6 HU, SSIM 0.653

👤 Patient MF04022021

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Network: MAE 0.596, RMSE 0.652, SSIM 0.181
HU: MAE 595.9 HU, RMSE 651.9 HU, SSIM 0.181
Lung: MAE 587.6 HU, RMSE 649.3 HU, SSIM 0.150
Mediastinum: MAE 59.3 HU, RMSE 102.2 HU, SSIM 0.526

👤 Patient MP07122020q

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Network: MAE 0.724, RMSE 0.769, SSIM 0.245
HU: MAE 723.7 HU, RMSE 768.9 HU, SSIM 0.245
Lung: MAE 717.8 HU, RMSE 766.0 HU, SSIM 0.207
Mediastinum: MAE 37.6 HU, RMSE 83.6 HU, SSIM 0.652

👤 Patient PD04012016

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Network: MAE 0.668, RMSE 0.717, SSIM 0.257
HU: MAE 667.6 HU, RMSE 716.7 HU, SSIM 0.257
Lung: MAE 661.7 HU, RMSE 714.9 HU, SSIM 0.216
Mediastinum: MAE 31.7 HU, RMSE 68.6 HU, SSIM 0.670

👤 Patient PM03022021

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Network: MAE 0.683, RMSE 0.730, SSIM 0.225
HU: MAE 683.3 HU, RMSE 729.6 HU, SSIM 0.225
Lung: MAE 678.1 HU, RMSE 728.5 HU, SSIM 0.199
Mediastinum: MAE 33.1 HU, RMSE 75.5 HU, SSIM 0.699

👤 Patient PN17122020

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Network: MAE 0.647, RMSE 0.705, SSIM 0.169
HU: MAE 647.0 HU, RMSE 704.9 HU, SSIM 0.169
Lung: MAE 642.3 HU, RMSE 703.7 HU, SSIM 0.151
Mediastinum: MAE 48.2 HU, RMSE 94.1 HU, SSIM 0.625

👤 Patient PP08072020

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Network: MAE 0.683, RMSE 0.730, SSIM 0.203
HU: MAE 683.0 HU, RMSE 730.0 HU, SSIM 0.203
Lung: MAE 677.8 HU, RMSE 728.9 HU, SSIM 0.187
Mediastinum: MAE 37.5 HU, RMSE 81.6 HU, SSIM 0.673

👤 Patient SE04022021

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Network: MAE 0.582, RMSE 0.632, SSIM 0.167
HU: MAE 582.1 HU, RMSE 631.5 HU, SSIM 0.167
Lung: MAE 575.5 HU, RMSE 629.9 HU, SSIM 0.138
Mediastinum: MAE 59.2 HU, RMSE 98.9 HU, SSIM 0.513

👤 Patient SV03022021

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Network: MAE 0.592, RMSE 0.645, SSIM 0.179
HU: MAE 592.2 HU, RMSE 645.0 HU, SSIM 0.179
Lung: MAE 587.3 HU, RMSE 643.9 HU, SSIM 0.147
Mediastinum: MAE 49.3 HU, RMSE 86.7 HU, SSIM 0.552

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-10 10:37:32 KST