L. Brandenburg

Sample-Efficient Transfer Learning for Histopathological Detection of HNSCC.

BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is a common malignancy with increasing incidence. Histopathological assessment remains the diagnostic gold standard, but is labor-intensive and affected by a growing shortage of specialized pathologists. Limited availability of annotated data poses a major challe...