Grammatical evolution decision trees for detecting gene-gene interactions. - Alison A. Motsinger-Reif; Sushamna Deodhar; Stacey J. Winham; Nicholas E. Hardison (BioData Min., 2010)

A comparison of internal validation techniques for multifactor dimensionality reduction. - Stacey J. Winham; Andrew J. Slater; Alison A. Motsinger-Reif (BMC Bioinform., 2010)

An R package implementation of multifactor dimensionality reduction. - Stacey J. Winham; Alison A. Motsinger-Reif (BioData Min., 2011)

SNP interaction detection with Random Forests in high-dimensional genetic data. - Stacey J. Winham; Colin L. Colby; Robert R. Freimuth; Xin Wang; Mariza de Andrade; Marianne Huebner; Joanna M. Biernacka (BMC Bioinform., 2012)

A weighted random forests approach to improve predictive performance. - Stacey J. Winham; Robert R. Freimuth; Joanna M. Biernacka (Stat. Anal. Data Min., 2013)

Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. - 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; et al. (Computer-Aided Diagnosis, 2020)

Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. - Omid Haji Maghsoudi; Aimilia Gastounioti; Christopher G. Scott; Lauren Pantalone; Fang-Fang Wu; Eric A. Cohen; Stacey J. Winham; Emily F. Conant; Celine M. Vachon; Despina Kontos (CoRR, 2020)

Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. - Omid Haji Maghsoudi; Aimilia Gastounioti; Christopher G. Scott; Lauren Pantalone; Fang-Fang Wu; Eric A. Cohen; Stacey J. Winham; Emily F. Conant; Celine M. Vachon; Despina Kontos (Medical Image Anal., 2021)

MammoDL: Mammographic Breast Density Estimation using Federated Learning. - Keshava Katti; Ramya Muthukrishnan; Angelina Heyler; Sarthak Pati; Aprupa Alahari; Michael Sanborn; Emily F. Conant; Christopher G. Scott; Stacey J. Winham; Celine M. Vachon; Pratik Chaudhari; Despina Kontos; et al. (CoRR, 2022)