Andreas Kleppe

Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology

Domain generalisation in computational histopathology is challenging because the images are substantially affected by differences among hospitals due to factors like fixation and staining of tissue and imaging equipment. We hypothesise that focusing on nuclei can improve the out-of-domain (OOD) gene…