Gilles Clermont

According to our database1, Gilles Clermont authored at least 36 papers between 2000 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment.
CoRR, 2021

2020
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs.
Sensors, 2020

2019
Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.
PLoS Comput. Biol., 2019

Using machine learning to selectively highlight patient information.
J. Biomed. Informatics, 2019

Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning.
Proceedings of the AMIA 2019, 2019

2018
APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification.
Comput. Chem. Eng., 2018

Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System.
Proceedings of the AMIA 2018, 2018

Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices.
Proceedings of the AMIA 2018, 2018

The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Learning temporal rules to forecast instability in continuously monitored patients.
J. Am. Medical Informatics Assoc., 2017

Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR.
Proceedings of the Summit on Clinical Research Informatics, 2017

Acute Kidney Injury in the Intensive Care Unit: Timing and Detection.
Proceedings of the AMIA 2017, 2017

Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events.
Proceedings of the AMIA 2017, 2017

Exploring Novel Graphical Representations of Clinical Data in a Learning EMR.
Proceedings of the AMIA 2017, 2017

2016
Outlier-based detection of unusual patient-management actions: An ICU study.
J. Biomed. Informatics, 2016

A Framework for Visual Tracking of Risk and its Drivers in Monitoring Patients Susceptible for Cardiorespiratory Instability.
Proceedings of the AMIA 2016, 2016

2015
A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis.
PLoS Comput. Biol., 2015

Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System.
Proceedings of the AMIA 2015, 2015

Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process.
Proceedings of the AMIA 2015, 2015

2013
Outlier detection for patient monitoring and alerting.
J. Biomed. Informatics, 2013

A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges.
Comput. Chem. Eng., 2013

Data-driven identification of unusual clinical actions in the ICU.
Proceedings of the AMIA 2013, 2013

Conditional Outlier Approach for Detection of Unusual Patient Care Actions.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Ensemble Models of Neutrophil Trafficking in Severe Sepsis.
PLoS Comput. Biol., 2012

The case against utilization: deceptive performance measures in inpatient care capacity models.
Proceedings of the Winter Simulation Conference, 2012

Sensitivity analysis of an ICU simulation model.
Proceedings of the Winter Simulation Conference, 2012

A multivariate probabilistic method for comparing two clinical datasets.
Proceedings of the ACM International Health Informatics Symposium, 2012

2011
Development and validation of a large scale ICU simulation model with blocking.
Proceedings of the Winter Simulation Conference 2011, 2011

2010
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology.
J. Comput. Biol., 2010

2009
A linear code parameter search algorithm with applications to immunology.
Comput. Optim. Appl., 2009

Computational disease modeling - fact or fiction?
BMC Syst. Biol., 2009

Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology.
Proceedings of the Research in Computational Molecular Biology, 2009

2007
From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.
PLoS Comput. Biol., 2007

2001
Predicting with Variables Constructed from Temporal Sequences.
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000
Predicting ICU mortality: a comparison of stationary and nonstationary temporal models.
Proceedings of the AMIA 2000, 2000


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