Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning.
Thomas E TavolaraM Khalid Khan NiaziAndrew L FeldmanDavid L JayeChristopher FlowersLee A D CooperMetin N GurcanPublished in: Diagnostic pathology (2024)
We conclude that proportion of positive stains can be regressed using attention-based multiple instance learning, that these models generalize well to whole slide images, and that our models can provide non-inferior stratification of progression-free survival outcomes.