Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality. - Michael B. Mayhew; Elizabeth Tran; Kirindi Choi; Uros Midic; Roland Lüthy; Nandita Damaraju; Ljubomir J. Buturovic (CoRR, 2020)

Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality. - Michael B. Mayhew; Elizabeth Tran; Kirindi Choi; Uros Midic; Roland Lüthy; Nandita Damaraju; Ljubomir J. Buturovic (PSB, 2021)

Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis. - Ljubomir J. Buturovic; Michael B. Mayhew; Roland Lüthy; Kirindi Choi; Uros Midic; Nandita Damaraju; Yehudit Hasin-Brumshtein; Amitesh Pratap; Rhys M. Adams; João F. Henriques; Ambika Srinath; Paul Fleming; et al. (ML4H@NeurIPS, 2024)