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Table 1 Evaluation of the lung lesion scoring by a computer vision system.

From: Scoring of swine lung images: a comparison between a computer vision system and human evaluators

Lung lobe

Multiclass classification

Binary classification

ROC AUC (macro)

Balanced accuracy

Adjusted balanced accuracy

ROC AUC

Balanced accuracy

Adjusted balanced accuracy

LA

0.54

0.24

0.05

0.62

0.62

0.25

RA

0.58

0.29

0.11

0.71

0.71

0.41

LC

0.59

0.31

0.14

0.69

0.69

0.39

RC

0.58

0.3

0.13

0.67

0.67

0.33

LD

0.53

0.36

0.04

0.54

0.54

0.08

RD

0.52

0.35

0.03

0.53

0.53

0.06

  1. The lung lesion scoring by human evaluators was considered the true status.
  2. LA: left apical, RA: right apical, LC: left cardiac, RC: right cardiac, LD: left diaphragmatic, RD: right diaphragmatic, ROC AUC: Receiver Operating Characteristic Area Under the Curve.
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Veterinary Research

ISSN: 1297-9716