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Table 1 Explicit text representation for precise extraction of labels

From: Deep transfer learning to quantify pleural effusion severity in chest X-rays

No pleural effusion

Small pleural effusion

No pleural effusion

Tiny bilateral pleural effusions

Effusions have resolved

Tiny left pleural effusions

Without vascular congestion or pleural effusion

Tiny right pleural effusions

No vascular congestion, pleural effusion

Small bilateral pleural effusions

No pneumothorax, effusion

Small left pleural effusions

No appreciable pleural effusion

Small right pleural effusions

 

Pleural effusions are small

 

Small right fissural pleural effusion

 

Small pleural effusion

 

Tiny bilateral effusion

 

Tiny left effusion

 

Tiny right effusion

Moderate pleural effusion

Large pleural effusion

Moderate left pleural effusion

Large pleural effusion

Moderate pleural effusion

Large left pleural effusion

Moderate right pleural effusion

Large right pleural effusion

Moderate effusion

Large effusion

Moderate left effusion

Large left effusion

Moderate right effusion

Large right effusion

 

Severe pleural effusion

 

Severe left pleural effusion

 

Severe right pleural effusion

 

Large amount of loculated pleural fluid

 

Large amount of pleural fluid

 

Large amount of fluid