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2020 – today
- 2024
[i2]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 abs/2407.02737 (2024)- 2021
- [c4]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 - 2020
- [i1]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 abs/2003.12310 (2020)
2010 – 2019
- 2018
- [j3]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: 33-42 (2018) - [c3]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: 52-59 - 2016
- [c2]Michael B. Mayhew, Barry Chen, Karl S. Ni:
Assessing semantic information in convolutional neural network representations of images via image annotation. ICIP 2016: 2266-2270 - 2013
- [c1]Michael B. Mayhew, Alexander J. Hartemink:
Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae. ISBI 2013: 1062-1065 - 2012
- [j2]Michael B. Mayhew, Xin Guo, Steven B. Haase, Alexander J. Hartemink:
Close Encounters of the Collaborative Kind. Computer 45(3): 24-30 (2012) - 2011
- [j1]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): 295-303 (2011)
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