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. Author manuscript; available in PMC: 2021 May 21.
Published in final edited form as: Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2020 Jan 9;2019:8533–8542. doi: 10.1109/CVPR.2019.00873

Table 4.

Lymphocyte detection on the lymphocyte dataset [23]. Without any supervision cost, our method outperforms all supervised models trained on patches of just one cancer type.

Lymphocyte detection methods AUROC
Level Set features + supervised net [67] 0.7132
Fine-tuning VGG16 (supervised) [52] 0.6925
Universal CNN (proposed) 0.7149