21 citations · 29 across the 3 of their papers we have counts for
3 papers
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs
Claudia Vanea, Jonathan Campbell, Omri Dodi +8
We introduce a new benchmark dataset, Placenta, for node classification in an underexplored domain: predicting microanatomical tissue structures from cell graphs in placenta histol…
Adjusting for Confounding in Unsupervised Latent Representations of Images
Craig A. Glastonbury, Michael Ferlaino, Christoffer Nellåker +1
Biological imaging data are often partially confounded or contain unwanted variability. Examples of such phenomena include variable lighting across microscopy image captures, stain…
Towards Deep Cellular Phenotyping in Placental Histology
Michael Ferlaino, Craig A. Glastonbury, Carolina Motta-Mejia +5
The placenta is a complex organ, playing multiple roles during fetal development. Very little is known about the association between placental morphological abnormalities and fetal…