1 code implementation • 22 Nov 2023 • Maren Høibø, André Pedersen, Vibeke Grotnes Dale, Sissel Marie Berget, Borgny Ytterhus, Cecilia Lindskog, Elisabeth Wik, Lars A. Akslen, Ingerid Reinertsen, Erik Smistad, Marit Valla
In this study, we aimed to develop an AI model for segmentation of epithelial cells in sections from breast cancer.
1 code implementation • 7 Dec 2021 • André Pedersen, Erik Smistad, Tor V. Rise, Vibeke G. Dale, Henrik S. Pettersen, Tor-Arne S. Nordmo, David Bouget, Ingerid Reinertsen, Marit Valla
To validate the design, we conducted an ablation study to assess the impact of selected components in the pipeline on tumour segmentation.
3 code implementations • 11 Nov 2020 • André Pedersen, Marit Valla, Anna M. Bofin, Javier Pérez de Frutos, Ingerid Reinertsen, Erik Smistad
It minimizes memory usage for reading and processing WSIs, deployment of CNN models, and real-time interactive visualization of results.