Titlebook: Cancer Prevention Through Early Detection; First International Sharib Ali,Fons van der Sommen,Iris Kolenbrander Conference proceedings 202

Inertia

faculty

0302-9743 hat are required to be overcomed to translate computational methods to clinical practice through well designed, generalizable (robust), interpretable and clinically transferable methods..978-3-031-17978-5978-3-031-17979-2Series ISSN 0302-9743 Series E-ISSN 1611-3349

扩张

Comprise

小教堂

nominal

安装

恶意

Knowledge Distillation with a Class-Aware Loss for Endoscopic Disease Detectiondoscopic disease detection (EDD2020) challenge and Kvasir-SEG datasets. Additionally, we show that using such learning paradigm, our model is generalizable to unseen test set giving higher APs for clinically crucial neoplastic and polyp categories.

工作

RAFF

FDE as a Base for Constructive Logic Three other sets of classical features are trained and tested, (1) clinical relevant features gives an AUC of 0.58, (2) 111 radiomics gives an AUC of 0.976, (3) radiologist ground truth (GT) containing the nodule size, attenuation and spiculation qualitative annotations gives an AUC of 0.979. We al