1 code implementation • 17 Jun 2022 • Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
Supervised learning tasks such as cancer survival prediction from gigapixel whole slide images (WSIs) are a critical challenge in computational pathology that requires modeling complex features of the tumor microenvironment.
1 code implementation • 17 Jul 2018 • Iain Carmichael, Jonathan P Williams
A recent paper presents the "false confidence theorem" (FCT) which has potentially broad implications for statistical inference using Bayesian posterior uncertainty.
Methodology
1 code implementation • 3 Apr 2017 • Iain Carmichael, J. S. Marron
The support vector machine (SVM) is a powerful and widely used classification algorithm.
no code implementations • 25 May 2020 • Ronan Perry, Gavin Mischler, Richard Guo, Theodore Lee, Alexander Chang, Arman Koul, Cameron Franz, Hugo Richard, Iain Carmichael, Pierre Ablin, Alexandre Gramfort, Joshua T. Vogelstein
As data are generated more and more from multiple disparate sources, multiview data sets, where each sample has features in distinct views, have ballooned in recent years.
1 code implementation • 2 Jan 2021 • Xi Yang, Jan Hannig, Katherine A. Hoadley, Iain Carmichael, J. S. Marron
For measuring the strength of visually-observed subpopulation differences, the Population Difference Criterion is proposed to assess the statistical significance of visually observed subpopulation differences.