🏥 GAN Medical CT Evaluation

Test Dataset Results - 15 Patients

Comprehensive evaluation with 4 metric datasets per patient

Generated: 2025-09-12 09:31:43 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: 0.495 ± 0.023
RMSE: 0.525 ± 0.021
SSIM: 0.282 ± 0.037

Hounsfield Units

MAE: 494.7 ± 22.6 HU
RMSE: 524.8 ± 20.7 HU
SSIM: 0.282 ± 0.037

Lung Window

MAE: 490.0 ± 22.9 HU
RMSE: 523.3 ± 20.6 HU
SSIM: 0.256 ± 0.033

Mediastinum Window

MAE: 40.0 ± 10.4 HU
RMSE: 79.9 ± 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 0.490, RMSE 0.521, SSIM 0.273
HU: MAE 489.9 HU, RMSE 521.4 HU, SSIM 0.273
Lung: MAE 486.4 HU, RMSE 520.7 HU, SSIM 0.249
Mediastinum: MAE 43.7 HU, RMSE 80.2 HU, SSIM 0.601

👤 Patient BC23122020

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Network: MAE 0.483, RMSE 0.518, SSIM 0.267
HU: MAE 483.5 HU, RMSE 518.2 HU, SSIM 0.267
Lung: MAE 479.5 HU, RMSE 517.1 HU, SSIM 0.237
Mediastinum: MAE 43.6 HU, RMSE 86.1 HU, SSIM 0.623

👤 Patient BM26032018

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Network: MAE 0.514, RMSE 0.541, SSIM 0.273
HU: MAE 513.6 HU, RMSE 541.0 HU, SSIM 0.273
Lung: MAE 508.6 HU, RMSE 539.5 HU, SSIM 0.258
Mediastinum: MAE 37.5 HU, RMSE 82.9 HU, SSIM 0.680

👤 Patient BMG07082017

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Network: MAE 0.516, RMSE 0.544, SSIM 0.301
HU: MAE 515.5 HU, RMSE 543.8 HU, SSIM 0.301
Lung: MAE 511.5 HU, RMSE 542.6 HU, SSIM 0.281
Mediastinum: MAE 29.3 HU, RMSE 69.9 HU, SSIM 0.733

👤 Patient CV28012021

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Network: MAE 0.493, RMSE 0.525, SSIM 0.277
HU: MAE 493.4 HU, RMSE 524.8 HU, SSIM 0.277
Lung: MAE 488.8 HU, RMSE 523.6 HU, SSIM 0.251
Mediastinum: MAE 37.0 HU, RMSE 73.2 HU, SSIM 0.621

👤 Patient EM31082020

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Network: MAE 0.522, RMSE 0.547, SSIM 0.364
HU: MAE 522.4 HU, RMSE 546.9 HU, SSIM 0.364
Lung: MAE 517.9 HU, RMSE 545.6 HU, SSIM 0.327
Mediastinum: MAE 19.7 HU, RMSE 47.2 HU, SSIM 0.758

👤 Patient ME19112020

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Network: MAE 0.480, RMSE 0.517, SSIM 0.315
HU: MAE 480.4 HU, RMSE 516.6 HU, SSIM 0.315
Lung: MAE 476.8 HU, RMSE 515.4 HU, SSIM 0.267
Mediastinum: MAE 33.3 HU, RMSE 68.6 HU, SSIM 0.653

👤 Patient MF04022021

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Network: MAE 0.461, RMSE 0.494, SSIM 0.240
HU: MAE 461.3 HU, RMSE 493.8 HU, SSIM 0.240
Lung: MAE 453.7 HU, RMSE 490.8 HU, SSIM 0.212
Mediastinum: MAE 59.2 HU, RMSE 102.2 HU, SSIM 0.526

👤 Patient MP07122020q

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Network: MAE 0.536, RMSE 0.563, SSIM 0.314
HU: MAE 535.7 HU, RMSE 563.4 HU, SSIM 0.314
Lung: MAE 530.4 HU, RMSE 560.2 HU, SSIM 0.277
Mediastinum: MAE 37.6 HU, RMSE 83.6 HU, SSIM 0.652

👤 Patient PD04012016

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Network: MAE 0.501, RMSE 0.530, SSIM 0.328
HU: MAE 500.8 HU, RMSE 530.5 HU, SSIM 0.328
Lung: MAE 495.5 HU, RMSE 528.5 HU, SSIM 0.293
Mediastinum: MAE 31.6 HU, RMSE 68.6 HU, SSIM 0.670

👤 Patient PM03022021

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Network: MAE 0.509, RMSE 0.536, SSIM 0.298
HU: MAE 508.7 HU, RMSE 535.6 HU, SSIM 0.298
Lung: MAE 504.0 HU, RMSE 534.4 HU, SSIM 0.280
Mediastinum: MAE 33.1 HU, RMSE 75.4 HU, SSIM 0.699

👤 Patient PN17122020

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Network: MAE 0.487, RMSE 0.520, SSIM 0.236
HU: MAE 487.0 HU, RMSE 520.1 HU, SSIM 0.236
Lung: MAE 482.6 HU, RMSE 518.7 HU, SSIM 0.224
Mediastinum: MAE 48.2 HU, RMSE 94.0 HU, SSIM 0.625

👤 Patient PP08072020

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Network: MAE 0.509, RMSE 0.536, SSIM 0.274
HU: MAE 509.1 HU, RMSE 536.2 HU, SSIM 0.274
Lung: MAE 504.5 HU, RMSE 535.0 HU, SSIM 0.265
Mediastinum: MAE 37.5 HU, RMSE 81.5 HU, SSIM 0.673

👤 Patient SE04022021

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Network: MAE 0.459, RMSE 0.488, SSIM 0.224
HU: MAE 459.1 HU, RMSE 488.2 HU, SSIM 0.224
Lung: MAE 453.1 HU, RMSE 486.4 HU, SSIM 0.200
Mediastinum: MAE 59.2 HU, RMSE 98.8 HU, SSIM 0.513

👤 Patient SV03022021

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Network: MAE 0.461, RMSE 0.492, SSIM 0.240
HU: MAE 460.6 HU, RMSE 492.1 HU, SSIM 0.240
Lung: MAE 456.1 HU, RMSE 490.9 HU, SSIM 0.216
Mediastinum: MAE 49.2 HU, RMSE 86.6 HU, SSIM 0.552

Generated by CycleGAN Medical CT Evaluation System

Timestamp: 2025-09-12 09:31:43 KST