MYC Rearrangement Prediction from LYSA Whole Slide Images in Large B-cell Lymphoma: A Multi-centric Validation of Self-supervised Deep Learning Models

Large B-cell lymphoma (LBCL) is a heterogeneous lymphoid malignancy in which MYC gene rearrangement (MYC-R) is associated with a poor prognosis, prompting the recommendation for more intensive treatment. MYC-R detection relies on fluorescence in situ hybridization (FISH) method which is time consuming, expensive and not available in all laboratories. Automating MYC-R detection on hematoxylin and eosin (HE) stained whole slide images (WSI) of LBCL would decrease the need for costly …