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The step-by-step workflow: ICOS IHC data collection and annotated by expert pathologists; annotated data pre-processing for deep learning models; deep learning model selection and training; evaluating and selecting the best model; post-processing the best model outcomes and using them for ICOS correlation and survival analysis.
