Graph neural networks have emerged as a leading paradigm for inferring node labels in complex relational data. By extending convolutional and attention operations to arbitrary graph structures, these ...

The one-step nucleic acid amplification (OSNA) assay is a novel molecular method that can detect metastasis in a whole lymph node based on cytokeratin 19 mRNA copy number. This cohort study aimed to ...

Impact of number of lymph nodes (LN) examined at the time of surgical resection (Sx) on the survival of stage IA non-small cell lung cancer (NSCLC) patients (pts) ...

Classic Graph Convolutional Networks (GCNs) often learn node representation holistically, which would ignore the distinct impacts from different neighbors when aggregating their features to update a ...

Utility of 3-year torso CT and head imaging in asymptomatic patients with high-risk melanoma. Background: In melanoma different classification systems have been proposed that predict overall survival ...