no code implementations • 13 Sep 2021 • Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen
We present WeakSTIL, an interpretable two-stage weak label deep learning pipeline for scoring the percentage of stromal tumor infiltrating lymphocytes (sTIL%) in H&E-stained whole-slide images (WSIs) of breast cancer tissue.
no code implementations • ICCV 2021 • Andreas Panteli, Jonas Teuwen, Hugo Horlings, Efstratios Gavves
However, outside the setting of regular images, we are often confronted with a different situation.
no code implementations • MIDL 2019 • Andreas Panteli, Deepak K. Gupta, Nathan de Bruin, Efstratios Gavves
Tracking and segmentation of biological cells in video sequences is a challenging problem, especially due to the similarity of the cells and high levels of inherent noise.
no code implementations • 19 Oct 2019 • Deepak K. Gupta, Nathan de Bruijn, Andreas Panteli, Efstratios Gavves
U-Net and its variants have been demonstrated to work sufficiently well in biological cell tracking and segmentation.