Stacey J. Winham

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 1

Top Topics

Digital Mammography

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Raymond Joseph Acciavatti, Eric A. Cohen, Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Meng-Kang Hsieh, Emily F. Conant, Christopher G. Scott, Stacey J. Winham, Karla Kerlikowske, Celine Vachon, Andrew D. A. Maidment, Despina Kontos
Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. Medical Imaging: Computer-Aided Diagnosis (2020)
Stacey J. Winham, Robert R. Freimuth, Joanna M. Biernacka
A weighted random forests approach to improve predictive performance. Stat. Anal. Data Min. 6 (6) (2013)
Stacey J. Winham, Colin L. Colby, Robert R. Freimuth, Xin Wang, Mariza de Andrade, Marianne Huebner, Joanna M. Biernacka
SNP interaction detection with Random Forests in high-dimensional genetic data. BMC Bioinform. 13 (2012)
Stacey J. Winham, Alison A. Motsinger-Reif
An R package implementation of multifactor dimensionality reduction. BioData Min. 4 (2011)
Stacey J. Winham, Andrew J. Slater, Alison A. Motsinger-Reif
A comparison of internal validation techniques for multifactor dimensionality reduction. BMC Bioinform. 11 (2010)
Alison A. Motsinger-Reif, Sushamna Deodhar, Stacey J. Winham, Nicholas E. Hardison
Grammatical evolution decision trees for detecting gene-gene interactions. BioData Min. 3 (2010)