Introduction Digital whole-slide images (WSIs) have opened new avenues for analyzing cellular organization and tissue architecture. Deep learning models such as HookNet-TLS automate the identification of tertiary lymphoid structures (TLS), which serve as important indicators of immune activity and response to therapies in various solid tumors. By d
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