Author
Seattle Children's Research InstituteORCID 0000-0002-1958-4849Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Rachel A. Roston, Nicholas James Tustison, A. Murat Maga
This paper introduces a label-informed image registration method that improves registration accuracy for challenging datasets, particularly in developmental studies.
Oshane O. Thomas, Rachel A. Roston, Hongyu Shen, A. Murat Maga
The paper develops a focal-loss transformer model to detect exencephaly in imbalanced micro-CT embryo data, achieving high accuracy and interpretable saliency maps.
Rachel A. Roston, Sophie M. Whikehart, Sara M. Rolfe, A. Murat Maga
This paper introduces a 3D morphological simulation approach to test phenotype detection methods, showing that detectability depends on effect size, sample size, and ROI selection.