Skip to main content

Table 5 Performance achieved by our proposed method using different weighting methods

From: A multi-task deep learning model for EGFR genotyping prediction and GTV segmentation of brain metastasis

Model

GTV segmentation

EGFR genotyping

Dice

\(HD_{95}\) (mm)

Precision

Recall

Accuracy

Precision

Recall

Equal weights\(^1\)

0.8656

3.83

0.9190

0.8626

0.8485

0.8500

0.8947

Ucertain weights (Ours)

0.8914

3.58

0.9063

0.9035

0.8788

0.9412

0.8421

  1. \(^1\)The equal weights was 0.5: \({L_{\mathrm{{joint}}}} = 0.5{L_{GTV}} + 0.5{L_{EGFR}}\)
Back to article page

Journal of Translational Medicine

ISSN: 1479-5876

Contact us