Gilles Clermont

According to our database, Gilles Clermont authored at least 46 papers between 2000 and 2024.

Collaborative distances:

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

2024

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes.

Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael J. Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Ran Xiao, Joo Heung Yoon, Carl Yang, Xiao Hu

CoRR, 2024

Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock.

Moamen Soliman, Curtis Marshall, Jacob P. Kimball, Tilendra Choudhary, Gilles Clermont, Michael R. Pinsky, Timothy G. Buchman, Craig M. Coopersmith, Omer T. Inan, Rishikesan Kamaleswaran

Biomed. Signal Process. Control., 2024

2023

Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing.

Silviya Valeva, Guodong Pang, Andrew J. Schaefer, Gilles Clermont

INFORMS J. Comput., 2023

2022

Intelligent Clinical Decision Support.

Michael R. Pinsky, Artur Dubrawski, Gilles Clermont

Sensors, 2022

Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside.

Stephanie Helman, Martha Ann Terry, Tiffany Pellathy, Andrew Williams, Artur Dubrawski, Gilles Clermont, Michael R. Pinsky, Salah Al-Zaiti, Marilyn Hravnak

Int. J. Medical Informatics, 2022

Deep Normed Embeddings for Patient Representation.

Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon

CoRR, 2022

Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact.

Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski

Proceedings of the AMIA 2022, 2022

2021

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

Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon

CoRR, 2021

Understanding Clinical Collaborations Through Federated Classifier Selection.

Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski

Proceedings of the Machine Learning for Healthcare Conference, 2021

Prediction of Small Bowel Obstruction Outcomes with Machine Learning.

Tanner B. Wilson, Gilles Clermont, Harry Hochheiser

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs.

Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont

Sensors, 2020

Graphical Presentations of Clinical Data in a Learning Electronic Medical Record.

Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser

Appl. Clin. Inform., 2020

2019

Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.

Sven Zenker, Jonathan E. Rubin, Gilles Clermont

PLoS Comput. Biol., 2019

Using machine learning to selectively highlight patient information.

Andrew J. King, Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Milos Hauskrecht, Dean F. Sittig, Shyam Visweswaran

J. Biomed. Informatics, 2019

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

Andrew J. King, Shyam Visweswaran, Harry Hochheiser, Gilles Clermont, Gregory F. Cooper

Proceedings of the AMIA 2019, 2019

2018

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

Li Ang Zhang, Alisa Urbano, Gilles Clermont, David Swigon, Ipsita Banerjee, Robert S. Parker

Comput. Chem. Eng., 2018

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

Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran

Proceedings of the AMIA 2018, 2018

Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices.

Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser

Proceedings of the AMIA 2018, 2018

The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control.

Robert S. Parker, Timothy D. Knab, Gilles Clermont

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Learning temporal rules to forecast instability in continuously monitored patients.

Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky

J. Am. Medical Informatics Assoc., 2017

Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data.

Chirag Nagpal, Kyle Miller, Tiffany Pellathy, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski

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.

Andrew J. King, Harry Hochheiser, Shyam Visweswaran, Gilles Clermont, Gregory F. Cooper

Proceedings of the Summit on Clinical Research Informatics, 2017

Acute Kidney Injury in the Intensive Care Unit: Timing and Detection.

Leming Zhou, Valerie J. Watzlaf, Christopher M. Keener, Dilhari DeAlmeida, Rebecca S. DeSensi, Emily Foldes, Gilles Clermont, John A. Kellum

Proceedings of the AMIA 2017, 2017

Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events.

Xuan Wang, Lujie Chen, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski

Proceedings of the AMIA 2017, 2017

Exploring Novel Graphical Representations of Clinical Data in a Learning EMR.

Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser

Proceedings of the AMIA 2017, 2017

2016

Outlier-based detection of unusual patient-management actions: An ICU study.

Milos Hauskrecht, Iyad Batal, Charmgil Hong, Quang Nguyen, Gregory F. Cooper, Shyam Visweswaran, Gilles Clermont

J. Biomed. Informatics, 2016

A Framework for Visual Tracking of Risk and its Drivers in Monitoring Patients Susceptible for Cardiorespiratory Instability.

Lujie Chen, Gilles Clermont, Marilyn Hravnak, Michael R. Pinsky, Artur Dubrawski

Proceedings of the AMIA 2016, 2016

2015

A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis.

Alexander D. Malkin, Robert P. Sheehan, Shibin Mathew, William J. Federspiel, Heinz Redl, Gilles Clermont

PLoS Comput. Biol., 2015

Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System.

Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Shyam Visweswaran

Proceedings of the AMIA 2015, 2015

Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process.

Lujie Chen, Artur Dubrawski, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky

Proceedings of the AMIA 2015, 2015

2013

Outlier detection for patient monitoring and alerting.

Milos Hauskrecht, Iyad Batal, Michal Valko, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont

J. Biomed. Informatics, 2013

A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges.

Thang Ho, Gilles Clermont, Robert S. Parker

Comput. Chem. Eng., 2013

Data-driven identification of unusual clinical actions in the ICU.

Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont

Proceedings of the AMIA 2013, 2013

Conditional Outlier Approach for Detection of Unusual Patient Care Actions.

Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012

Ensemble Models of Neutrophil Trafficking in Severe Sepsis.

Sang O. K. Song, Justin Hogg, Zhi-Yong Peng, Robert S. Parker, John A. Kellum, Gilles Clermont

PLoS Comput. Biol., 2012

The case against utilization: deceptive performance measures in inpatient care capacity models.

K. Louis Luangkesorn, Theologos Bountourelis, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont

Proceedings of the Winter Simulation Conference, 2012

Sensitivity analysis of an ICU simulation model.

Theologos Bountourelis, David J. Eckman, K. Louis Luangkesorn, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont

Proceedings of the Winter Simulation Conference, 2012

A multivariate probabilistic method for comparing two clinical datasets.

Yuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper

Proceedings of the ACM International Health Informatics Symposium, 2012

2011

Development and validation of a large scale ICU simulation model with blocking.

Theologos Bountourelis, K. Louis Luangkesorn, Andrew J. Schaefer, Lisa M. Maillart, Spencer G. Nabors, Gilles Clermont

Proceedings of the Winter Simulation Conference 2011, 2011

2010

Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology.

Alexandre Donzé, Gilles Clermont, Christopher James Langmead

J. Comput. Biol., 2010

2009

A linear code parameter search algorithm with applications to immunology.

Gregory M. Constantine, John Bartels, Carson C. Chow, Gilles Clermont, Yoram Vodovotz

Comput. Optim. Appl., 2009

Computational disease modeling - fact or fiction?

Jesper Tegnér, Albert Compte, Charles Auffray, Gary An, Gunnar Cedersund, Gilles Clermont, Boris S. Gutkin, Zoltán N. Oltvai, Klaas Enno Stephan, Randy Thomas, Pablo Villoslada

BMC Syst. Biol., 2009

Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology.

Alexandre Donzé, Gilles Clermont, Axel Legay, Christopher James Langmead

Proceedings of the Research in Computational Molecular Biology, 2009

2007

From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.

Sven Zenker, Jonathan E. Rubin, Gilles Clermont

PLoS Comput. Biol., 2007

2001

Predicting with Variables Constructed from Temporal Sequences.

Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Predicting ICU mortality: a comparison of stationary and nonstationary temporal models.

Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont

Proceedings of the AMIA 2000, 2000