3 papers
stat.ML2019
High dimensional precision medicine from patient-derived xenografts
Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen +8
The complexity of human cancer often results in significant heterogeneity in response to treatment. Precision medicine offers potential to improve patient outcomes by leveraging th…
stat.AP2019
Estimating Individualized Treatment Regimes from Crossover Designs
Crystal T. Nguyen, Daniel J. Luckett, Anna R. Kahkoska +4
The field of precision medicine aims to tailor treatment based on patient-specific factors in a reproducible way. To this end, estimating an optimal individualized treatment regime…
stat.ML2018
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines
Daniel J. Luckett, Eric B. Laber, Samer S. El-Kamary +5
Many problems that appear in biomedical decision making, such as diagnosing disease and predicting response to treatment, can be expressed as binary classification problems. The co…