Cell abundance aware deep learning for cell detection on highly imbalanced pathological data

1 code implementation • 23 Feb 2021 • Yeman Brhane Hagos, Catherine SY Lecat, Dominic Patel, Lydia Lee, Thien-An Tran, Manuel Rodriguez- Justo, Kwee Yong, Yinyin Yuan

To minimize the effect of cell imbalance on cell detection, we proposed a deep learning pipeline that considers the abundance of cell types during model training.

Cell Detection