46 citations
- The University of MelbourneAU5 papers
- ARC Centre of Excellence for Gravitational Wave DiscoveryAU2 papers
- Australian Nuclear Science and Technology OrganisationAU2 papers
- Australian Research CouncilAU2 papers
- GZA Ziekenhuizen Campus Sint-AugustinusBE2 papers
- University of ManchesterGB2 papers
- Argonne National LaboratoryUS1 paper
- Australian SynchrotronAU1 paper
- Barcelona Supercomputing CenterES1 paper
- Brookhaven National LaboratoryUS1 paper
- Case Western Reserve UniversityUS1 paper
- Center for Cancer ResearchUS1 paper
Showing 2020Show all
2 papers · 1 filter
q-bio.QM2020★ 4 cited
A Pathologist-Annotated Dataset for Validating Artificial Intelligence: A Project Description and Pilot Study
Sarah N Dudgeon, Si Wen, Matthew G Hanna +19
Purpose: In this work, we present a collaboration to create a validation dataset of pathologist annotations for algorithms that process whole slide images (WSIs). We focus on data…
eess.IV2020★ 46 cited
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado +5
Segmentation and accurate localization of nuclei in histopathological images is a very challenging problem, with most existing approaches adopting a supervised strategy. These meth…