2 papers
stat.ME2021
Statistical methods for Mendelian models with multiple genes and cancers
Jane W. Liang, Gregory E. Idos, Christine Hong +3
Risk evaluation to identify individuals who are at greater risk of cancer as a result of heritable pathogenic variants is a valuable component of individualized clinical management…
stat.AP2021
Extending Models Via Gradient Boosting: An Application to Mendelian Models
Theodore Huang, Gregory Idos, Christine Hong +3
Improving existing widely-adopted prediction models is often a more efficient and robust way towards progress than training new models from scratch. Existing models may (a) incorpo…