Table 1 PI-CAI pretraining: per-fold classification metrics.

From: Clinically significant prostate cancer detection with deep learning in a multi-center magnetic resonance imaging study

Fold

Class

Precision

Recall

F1-score

Accuracy

0

no-csPCa

0.828

0.836

0.832

0.757

 

csPCa

0.570

0.556

0.563

 

1

no-csPCa

0.719

1.000

0.836

0.719

 

csPCa

0.000

0.000

0.000

 

2

no-csPCa

0.821

0.919

0.867

0.795

 

csPCa

0.679

0.462

0.550

 

3

no-csPCa

0.726

0.811

0.766

0.646

 

csPCa

0.328

0.232

0.271

 

4

no-csPCa

0.762

0.155

0.258

0.361

 

csPCa

0.293

0.878

0.439

 
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