Michael B. Mayhew

According to our database, Michael B. Mayhew authored at least 9 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, Claudia Pereira, Oliver Liesenfeld, Purvesh Khatri, Timothy Sweeney

CoRR, 2024

2021

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

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

2020

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

2018

Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.

Michael B. Mayhew, Brenden K. Petersen, Ana Paula Sales, John D. Greene, Vincent X. Liu, Todd S. Wasson

J. Biomed. Informatics, 2018

Facial Expression Recognition Using a Large Out-of-Context Dataset.

Elizabeth Tran, Michael B. Mayhew, Hyojin Kim, Piyush Karande, Alan David Kaplan

Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018

2016

Assessing semantic information in convolutional neural network representations of images via image annotation.

Michael B. Mayhew, Barry Chen, Karl S. Ni

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2013

Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae.

Michael B. Mayhew, Alexander J. Hartemink

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Close Encounters of the Collaborative Kind.

Michael B. Mayhew, Xin Guo, Steven B. Haase, Alexander J. Hartemink

Computer, 2012

2011

A generalized model for multi-marker analysis of cell cycle progression in synchrony experiments.

Michael B. Mayhew, Joshua W. Robinson, Boyoun Jung, Steven B. Haase, Alexander J. Hartemink

Bioinform., 2011