Skip to main content

Table 8 The impact of brain assymmetry to the proposed method

From: Automated lesion detection on MRI scans using combined unsupervised and supervised methods

 

Accuracy

Precision

Recall

Dice

Using the proposed enantiomorphic normalization

 

Initial LPM

0.964±0.012

0.555±0.196

0.589±0.151

0.548±0.168

Unsupervised classification

0.981±0.012

0.665±0.183

0.671±0.140

0.663±0.161

Combined classification

0.983±0.011

0.780±0.144

0.684±0.136

0.731±0.106

Using the ground-truth lesion mask for USN

 

Initial LPM

0.971±0.012

0.608±0.193

0.587±0.147

0.595±0.163

Unsupervised classification

0.981±0.012

0.691±0.174

0.678±0.138

0.677±0.164

Combined classification

0.985±0.010

0.794±0.141

0.701±0.127

0.743±0.101