690 citations
- University of RochesterUS28 papers
- Harvard UniversityUS6 papers
- Oregon State UniversityUS5 papers
- Massachusetts General HospitalUS4 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS3 papers
- Brigham and Women's HospitalUS3 papers
- California Institute of TechnologyUS3 papers
- Massachusetts Institute of TechnologyUS3 papers
- National Institutes of HealthUS3 papers
- Rochester Institute of TechnologyUS3 papers
- Stanford UniversityUS3 papers
- University of WashingtonUS3 papers
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stat.AP2019★ 27 cited
Genomics models in radiotherapy: from mechanistic to machine learning
John Kang, James T. Coates, Robert L. Strawderman +2
Machine learning provides a broad framework for addressing high-dimensional prediction problems in classification and regression. While machine learning is often applied for imagin…
stat.AP2018
Bayesian Hierarchical Modeling on Covariance Valued Data
Satwik Acharyya, Zhengwu Zhang, Anirban Bhattacharya +1
Analysis of structural and functional connectivity (FC) of human brains is of pivotal importance for diagnosis of cognitive ability. The Human Connectome Project (HCP) provides an…
stat.AP2018★ 1 cited
Power Analysis in a SMART Design: Sample Size Estimation for Determining the Best Dynamic Treatment Regime
William J. Artman, Inbal Nahum-Shani, Tianshuang Wu +2
Sequential, multiple assignment, randomized trial (SMART) designs have become increasingly popular in the field of precision medicine by providing a means for comparing sequences o…