21 citations · 26 across the 3 of their papers we have counts for
4 papers
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness
Adam Foster, Árpi Vezér, Craig A Glastonbury +3
Learning meaningful representations of data that can address challenges such as batch effect correction and counterfactual inference is a central problem in many domains including…
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…
Count-ception: Counting by Fully Convolutional Redundant Counting
Joseph Paul Cohen, Genevieve Boucher, Craig A. Glastonbury +2
Counting objects in digital images is a process that should be replaced by machines. This tedious task is time consuming and prone to errors due to fatigue of human annotators. The…