Abstract Tumour-Infiltrating Lymphocytes (TILs) are pivotal in the immune response against cancer cells. Existing deep learning methods for TIL analysis in whole-slide images (WSIs) demand extensive patch-level annotations. often requiring labour-intensive specialist input. To address this. https://smokeaers.shop/product-category/disposables/