Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis.

Michael B. Mayhew 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. 154-170 2024 ML4H@NeurIPS https://proceedings.mlr.press/v259/buturovic25a.html conf/ml4h/2024 db/conf/ml4h/ml4h2024.html#ButurovicMLCMDHPAHSFPLK24 streams/conf/ml4h

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. 2024 abs/2407.02737 CoRR https://doi.org/10.48550/arXiv.2407.02737 db/journals/corr/corr2407.html#abs-2407-02737 streams/journals/corr

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. 2021 PSB https://doi.org/10.1142/9789811232701_0020 conf/psb/2021 db/conf/psb/psb2021.html#MayhewTCMLDB21

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. 2020 abs/2003.12310 CoRR https://arxiv.org/abs/2003.12310 db/journals/corr/corr2003.html#abs-2003-12310

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. 33-42 2018 78 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2017.11.015 https://www.wikidata.org/entity/Q45943357 db/journals/jbi/jbi78.html#MayhewPSGLW18

Elizabeth Tran Michael B. Mayhew Hyojin Kim 0001 Piyush Karande Alan David Kaplan Facial Expression Recognition Using a Large Out-of-Context Dataset. 52-59 2018 WACV Workshops https://doi.org/10.1109/WACVW.2018.00012 https://doi.ieeecomputersociety.org/10.1109/WACVW.2018.00012 conf/wacv/2018w db/conf/wacv/wacv2018w.html#TranMKKK18 Michael B. Mayhew Barry Chen Karl S. Ni Assessing semantic information in convolutional neural network representations of images via image annotation. 2266-2270 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532762 conf/icip/2016 db/conf/icip/icip2016.html#MayhewCN16 Michael B. Mayhew Alexander J. Hartemink Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae. 1062-1065 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556661 db/conf/isbi/isbi2013.html#MayhewH13

Michael B. Mayhew Xin Guo 0020 Steven B. Haase Alexander J. Hartemink Close Encounters of the Collaborative Kind. 24-30 2012 45 Computer 3 https://doi.org/10.1109/MC.2012.85 http://doi.ieeecomputersociety.org/10.1109/MC.2012.85 db/journals/computer/computer45.html#MayhewGHH12

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. 295-303 2011 27 Bioinform. 13 https://doi.org/10.1093/bioinformatics/btr244 https://www.wikidata.org/entity/Q33936066 db/journals/bioinformatics/bioinformatics27.html#MayhewRJHH11

Rhys M. Adams Ljubomir J. Buturovic Barry Chen Kirindi Choi Nandita Damaraju Paul Fleming John D. Greene Xin Guo 0020 Steven B. Haase Alexander J. Hartemink Yehudit Hasin-Brumshtein João F. Henriques Boyoun Jung Alan David Kaplan Piyush Karande Purvesh Khatri Hyojin Kim 0001 Oliver Liesenfeld Vincent X. Liu Roland Lüthy Uros Midic Karl S. Ni Claudia Pereira Brenden K. Petersen Amitesh Pratap Joshua W. Robinson Ana Paula Sales Ambika Srinath Timothy Sweeney Elizabeth Tran Todd S. Wasson