12 citations · 12 across the 3 of their papers we have counts for
3 papers
Guidance on Individualized Treatment Rule Estimation in High Dimensions
Philippe Boileau, Ning Leng, Sandrine Dudoit
Individualized treatment rules, cornerstones of precision medicine, inform patient treatment decisions with the goal of optimizing patient outcomes. These rules are generally unkno…
A Flexible Approach for Predictive Biomarker Discovery
Philippe Boileau, Nina Ting Qi, Mark J. van der Laan +2
An endeavor central to precision medicine is predictive biomarker discovery; they define patient subpopulations which stand to benefit most, or least, from a given treatment. The i…
The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker
Yichen Lu, Jane Fridlyand, Tiffany Tang +3
Finding translational biomarkers stands center stage of the future of personalized medicine in healthcare. We observed notable challenges in identifying robust biomarkers as some w…