Table 1 The performance of classification models (PTG/other tissue) based on the DRS and NIRAF data.

From: Parathyroid glands viability assessment and identification during surgery with multimodal diffuse reflectance spectroscopy and NIR autofluorescence probe

 

F1-score

Models

15 surgeries

26 surgeries

Water index

0.93 ± 0.10

0.80 ± 0.27

PCA for DRS

0.91 ± 0.12

0.88 ± 0.18

NIRAF intensity

0.94 ± 0.10

–

NIRAF + DRS

0.98 ± 0.04

–

Back to article page