Michael B. Mayhew

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 6

Top Topics

Predictive Model

Contextual Information

Top Venues

J. Biomed. Informatics

Publications

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, Claudia Pereira, Oliver Liesenfeld, Purvesh Khatri, Timothy Sweeney
Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis. CoRR (2024)
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality. PSB (2021)
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality. CoRR (2020)
Elizabeth Tran, Michael B. Mayhew, Hyojin Kim, Piyush Karande, Alan David Kaplan
Facial Expression Recognition Using a Large Out-of-Context Dataset. WACV Workshops (2018)
Michael B. Mayhew, Brenden K. Petersen, Ana Paula Sales, John D. Greene, Vincent X. Liu, Todd S. Wasson
Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models. J. Biomed. Informatics 78 (2018)
Michael B. Mayhew, Barry Chen, Karl S. Ni
Assessing semantic information in convolutional neural network representations of images via image annotation. ICIP (2016)
Michael B. Mayhew, Alexander J. Hartemink
Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae. ISBI (2013)
Michael B. Mayhew, Xin Guo, Steven B. Haase, Alexander J. Hartemink
Close Encounters of the Collaborative Kind. Computer 45 (3) (2012)
Michael B. Mayhew, Joshua W. Robinson, Boyoun Jung, Steven B. Haase, Alexander J. Hartemink
A generalized model for multi-marker analysis of cell cycle progression in synchrony experiments. Bioinform. 27 (13) (2011)