On day 7 of differentiation, cells were fixed and immunostained and images were analyzed using machine learning for single-cell level ICC image analysis to exclude dead and HB9 or ISL1-negative cells (Figure 3A). Here, ISL1 is linked to intrahepatic cholangiocarcinoma.