Gilles Clermont

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 28

Top Topics

Electronic Medical Record

Graphical Representations

Weakly Supervised

Top Venues

J. Biomed. Informatics

Publications

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
Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock. Biomed. Signal Process. Control. 92 (2024)
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 J. Yang, Xiao Hu
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR (2024)
Silviya Valeva, Guodong Pang, Andrew J. Schaefer, Gilles Clermont
Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing. INFORMS J. Comput. 35 (2) (2023)
Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
Deep Normed Embeddings for Patient Representation. CoRR (2022)
Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski
Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. AMIA (2022)
Stephanie Helman, Martha Ann Terry, Tiffany Pellathy, Andrew Williams, Artur Dubrawski, Gilles Clermont, Michael R. Pinsky, Salah Al-Zaiti, Marilyn Hravnak
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside. Int. J. Medical Informatics 159 (2022)
Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski
Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. CoRR (2022)
Michael R. Pinsky, Artur Dubrawski, Gilles Clermont
Intelligent Clinical Decision Support. Sensors 22 (4) (2022)
Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. CoRR (2021)
Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski
Understanding Clinical Collaborations Through Federated Classifier Selection. MLHC (2021)
Tanner B. Wilson, Gilles Clermont, Harry Hochheiser
Prediction of Small Bowel Obstruction Outcomes with Machine Learning. AMIA (2021)
Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs. Sensors 20 (22) (2020)
Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
Graphical Presentations of Clinical Data in a Learning Electronic Medical Record. Appl. Clin. Inform. 11 (04) (2020)
Andrew J. King, Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Milos Hauskrecht, Dean F. Sittig, Shyam Visweswaran
Using machine learning to selectively highlight patient information. J. Biomed. Informatics 100 (2019)
Sven Zenker, Jonathan E. Rubin, Gilles Clermont
Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. 15 (6) (2019)
Andrew J. King, Shyam Visweswaran, Harry Hochheiser, Gilles Clermont, Gregory F. Cooper
Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning. AMIA (2019)
Robert S. Parker, Timothy D. Knab, Gilles Clermont
The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control. ACC (2018)
Li Ang Zhang, Alisa Urbano, Gilles Clermont, David Swigon, Ipsita Banerjee, Robert S. Parker
APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification. Comput. Chem. Eng. 110 (2018)
Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran
Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. AMIA (2018)
Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices. AMIA (2018)
Chirag Nagpal, Kyle Miller, Tiffany Pellathy, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski
Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data. ICDM Workshops (2017)
Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
Learning temporal rules to forecast instability in continuously monitored patients. J. Am. Medical Informatics Assoc. 24 (1) (2017)
Leming Zhou, Valerie J. Watzlaf, Christopher M. Keener, Dilhari DeAlmeida, Rebecca S. DeSensi, Emily Foldes, Gilles Clermont, John A. Kellum
Acute Kidney Injury in the Intensive Care Unit: Timing and Detection. AMIA (2017)
Xuan Wang, Lujie Chen, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski
Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events. AMIA (2017)
Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
Exploring Novel Graphical Representations of Clinical Data in a Learning EMR. AMIA (2017)
Andrew J. King, Harry Hochheiser, Shyam Visweswaran, Gilles Clermont, Gregory F. Cooper
Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR. CRI (2017)
Milos Hauskrecht, Iyad Batal, Charmgil Hong, Quang Nguyen, Gregory F. Cooper, Shyam Visweswaran, Gilles Clermont
Outlier-based detection of unusual patient-management actions: An ICU study. J. Biomed. Informatics 64 (2016)
Lujie Chen, Gilles Clermont, Marilyn Hravnak, Michael R. Pinsky, Artur Dubrawski
A Framework for Visual Tracking of Risk and its Drivers in Monitoring Patients Susceptible for Cardiorespiratory Instability. AMIA (2016)
Alexander D. Malkin, Robert P. Sheehan, Shibin Mathew, William J. Federspiel, Heinz Redl, Gilles Clermont
A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis. PLoS Comput. Biol. 11 (10) (2015)
Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Shyam Visweswaran
Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System. AMIA (2015)
Lujie Chen, Artur Dubrawski, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process. AMIA (2015)
Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
Conditional Outlier Approach for Detection of Unusual Patient Care Actions. AAAI (Late-Breaking Developments) (2013)
Thang Ho, Gilles Clermont, Robert S. Parker
A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges. Comput. Chem. Eng. 51 (2013)
Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
Data-driven identification of unusual clinical actions in the ICU. AMIA (2013)
Milos Hauskrecht, Iyad Batal, Michal Valko, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
Outlier detection for patient monitoring and alerting. J. Biomed. Informatics 46 (1) (2013)
K. Louis Luangkesorn, Theologos Bountourelis, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont
The case against utilization: deceptive performance measures in inpatient care capacity models. WSC (2012)
Yuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper
A multivariate probabilistic method for comparing two clinical datasets. IHI (2012)
Sang O. K. Song, Justin Hogg, Zhi-Yong Peng, Robert S. Parker, John A. Kellum, Gilles Clermont
Ensemble Models of Neutrophil Trafficking in Severe Sepsis. PLoS Comput. Biol. 8 (3) (2012)
Theologos Bountourelis, David Eckman, K. Louis Luangkesorn, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont
Sensitivity analysis of an ICU simulation model. WSC (2012)
Theologos Bountourelis, K. Louis Luangkesorn, Andrew J. Schaefer, Lisa M. Maillart, Spencer G. Nabors, Gilles Clermont
Development and validation of a large scale ICU simulation model with blocking. WSC (2011)
Alexandre Donzé, Gilles Clermont, Christopher James Langmead
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. J. Comput. Biol. 17 (3) (2010)
Gregory M. Constantine, John Bartels, Carson C. Chow, Gilles Clermont, Yoram Vodovotz
A linear code parameter search algorithm with applications to immunology. Comput. Optim. Appl. 42 (1) (2009)
Alexandre Donzé, Gilles Clermont, Axel Legay, Christopher James Langmead
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. RECOMB (2009)
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
Computational disease modeling - fact or fiction? BMC Syst. Biol. 3 (2009)
Sven Zenker, Jonathan E. Rubin, Gilles Clermont
From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. 3 (11) (2007)
Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont
Predicting with Variables Constructed from Temporal Sequences. AISTATS (2001)
Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont
Predicting ICU mortality: a comparison of stationary and nonstationary temporal models. AMIA (2000)