Stacey J. Winham

According to our database, Stacey J. Winham authored at least 9 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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, Spyridon Bakas

CoRR, 2022

2021

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

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

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, Despina Kontos

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2013

A weighted random forests approach to improve predictive performance.

Stacey J. Winham, Robert R. Freimuth, Joanna M. Biernacka

Stat. Anal. Data Min., 2013

2012

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

2011

An R package implementation of multifactor dimensionality reduction.

Stacey J. Winham, Alison A. Motsinger-Reif

BioData Min., 2011

2010

A comparison of internal validation techniques for multifactor dimensionality reduction.

Stacey J. Winham, Andrew J. Slater, Alison A. Motsinger-Reif

BMC Bioinform., 2010

Grammatical evolution decision trees for detecting gene-gene interactions.

Alison A. Motsinger-Reif, Sushamna Deodhar, Stacey J. Winham, Nicholas E. Hardison

BioData Min., 2010