Predicting the HMA-LMA Status in Marine Sponges by Machine Learning
Moitinho-Silva, Lucas, Steinert, Georg, Nielsen, Shaun, Hardoim, Cristiane C P, Wu, Yu-Chen, McCormack, Grace P, López-Legentil, Susanna, Marchant, Roman, Webster, Nicole, Thomas, Torsten, Hentschel, Ute
Published in Frontiers in microbiology (08.05.2017)
Published in Frontiers in microbiology (08.05.2017)
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Journal Article
Bayesian network modelling to identify on-ramps to childhood obesity
Zhu, Wanchuang, Marchant, Roman, Morris, Richard W, Baur, Louise A, Simpson, Stephen J, Cripps, Sally
Published in BMC medicine (21.03.2023)
Published in BMC medicine (21.03.2023)
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Journal Article
The temporal dependencies between social, emotional and physical health factors in young people receiving mental healthcare: a dynamic Bayesian network analysis
Iorfino, Frank, Varidel, Mathew, Marchant, Roman, Cripps, Sally, Crouse, Jacob, Prodan, Ante, Oliveria, Rafael, Carpenter, Joanne S., Hermens, Daniel F., Guastella, Adam, Scott, Elizabeth, Shah, Jai, Merikangas, Kathleen, Scott, Jan, Hickie, Ian B.
Published in Epidemiology and psychiatric sciences (08.09.2023)
Published in Epidemiology and psychiatric sciences (08.09.2023)
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Journal Article
Dynamic learning of individual-level suicidal ideation trajectories to enhance mental health care
Varidel, Mathew, Hickie, Ian B, Prodan, Ante, Skinner, Adam, Marchant, Roman, Cripps, Sally, Oliveria, Rafael, Chong, Min K, Scott, Elizabeth, Scott, Jan, Iorfino, Frank
Published in Npj mental health research (07.06.2024)
Published in Npj mental health research (07.06.2024)
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Journal Article
Septic shock of early or late onset. Does it matter?
ROMAN-MARCHANT, Oscar, ORELLANA-JIMENEZ, Carlos E. A, DE BACKER, Daniel, MELOT, Christian, VINCENT, Jean-Louis
Published in Chest (01.07.2004)
Published in Chest (01.07.2004)
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Journal Article
A case study in model failure? COVID-19 daily deaths and ICU bed utilisation predictions in New York state
Chin, Vincent, Samia, Noelle I., Marchant, Roman, Rosen, Ori, Ioannidis, John P. A., Tanner, Martin A., Cripps, Sally
Published in European journal of epidemiology (01.08.2020)
Published in European journal of epidemiology (01.08.2020)
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Journal Article
Septic Shock of Early or Late Onset
Roman-Marchant, Oscar, Orellana-Jimenez, Carlos E.A., De Backer, Daniel, Melot, Christian, Vincent, Jean-Louis
Published in Chest (01.07.2004)
Published in Chest (01.07.2004)
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Journal Article
Bayesian optimisation for Intelligent Environmental Monitoring
Marchant, R., Ramos, F.
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
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Conference Proceeding
Bayesian Optimisation for informative continuous path planning
Marchant, Roman, Ramos, Fabio
Published in 2014 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2014)
Published in 2014 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2014)
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Conference Proceeding
Applying machine learning to criminology: semi-parametric spatial-demographic Bayesian regression
Marchant, Roman, Haan, Sebastian, Clancey, Garner, Cripps, Sally
Published in Security informatics (Berlin) (19.06.2018)
Published in Security informatics (Berlin) (19.06.2018)
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Journal Article
Sequential Bayesian optimization as a POMDP for environment monitoring with UAVs
Morere, Philippe, Marchant, Roman, Ramos, Fabio
Published in 2017 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2017)
Published in 2017 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2017)
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Conference Proceeding
Bayesian Adaptive Trials for Social Policy
Cripps, Sally, Lopatnikova, Anna, Afshar, Hadi Mohasel, Gales, Ben, Marchant, Roman, Gilad, Francis, Moreira, Catarina, Fischer, Alex
Published in arXiv.org (05.06.2024)
Published in arXiv.org (05.06.2024)
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Paper
Journal Article
Bayesian optimisation for active perception and smooth navigation
Souza, Jefferson R., Marchant, Roman, Ott, Lionel, Wolf, Denis F., Ramos, Fabio
Published in 2014 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2014)
Published in 2014 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2014)
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Conference Proceeding
A Case Study in Model Failure? COVID-19 Daily Deaths and ICU Bed Utilisation Predictions in New York State
Chin, Vincent, Samia, Noelle I, Marchant, Roman, Rosen, Ori, Ioannidis, John P A, Tanner, Martin A, Cripps, Sally
Published in arXiv.org (26.06.2020)
Published in arXiv.org (26.06.2020)
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Paper
Journal Article