A Multi-Scale Conditional Deep Model for Tumor Cell Ratio Counting

no code implementations • 27 Jan 2021 • Eric Cosatto, Kyle Gerard, Hans-Peter Graf, Maki Ogura, Tomoharu Kiyuna, Kanako C. Hatanaka, Yoshihiro Matsuno, Yutaka Hatanaka

We show that combining two models, each working at a different magnification allows the system to capture both cell-level details and surrounding context to enable successful detection and classification of cells as either tumor-cell or normal-cell.

Data Augmentation