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ORCIDGilles Clermont
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2020 – today
- 2024
[j19]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: 105974 (2024)- [i4]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:
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR abs/2401.13588 (2024) - 2023
- [j18]Silviya Valeva, Guodong Pang, Andrew J. Schaefer, Gilles Clermont:
Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing. INFORMS J. Comput. 35(2): 403-422 (2023) - 2022
- [j17]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: 104643 (2022) - [j16]Michael R. Pinsky, Artur Dubrawski, Gilles Clermont:
Intelligent Clinical Decision Support. Sensors 22(4): 1408 (2022) - [c24]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 - [i3]Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon:
Deep Normed Embeddings for Patient Representation. CoRR abs/2204.05477 (2022) - [i2]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 abs/2206.09074 (2022) - 2021
- [c23]Tanner B. Wilson, Gilles Clermont, Harry Hochheiser:
Prediction of Small Bowel Obstruction Outcomes with Machine Learning. AMIA 2021 - [c22]Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski:
Understanding Clinical Collaborations Through Federated Classifier Selection. MLHC 2021: 126-145 - [i1]Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon:
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. CoRR abs/2101.08477 (2021) - 2020
- [j15]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): 680-691 (2020) - [j14]Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont:
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs. Sensors 20(22): 6558 (2020)
2010 – 2019
- 2019
- [j13]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) - [j12]Sven Zenker, Jonathan E. Rubin, Gilles Clermont:
Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. 15(6) (2019) - [c21]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 - 2018
- [j11]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: 1-12 (2018) - [c20]Robert S. Parker, Timothy D. Knab, Gilles Clermont:
The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control. ACC 2018: 3595-3601 - [c19]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 - [c18]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 - 2017
- [j10]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): 47-53 (2017) - [c17]Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser:
Exploring Novel Graphical Representations of Clinical Data in a Learning EMR. AMIA 2017 - [c16]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 - [c15]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 - [c14]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 - [c13]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: 478-485 - 2016
- [j9]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: 211-221 (2016) - [c12]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 - 2015
- [j8]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) - [c11]Lujie Chen, Artur Dubrawski, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky:
Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process. AMIA 2015 - [c10]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 - 2013
- [j7]Thang Ho, Gilles Clermont, Robert S. Parker:
A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges. Comput. Chem. Eng. 51: 187-196 (2013) - [j6]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): 47-55 (2013) - [c9]Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont:
Conditional Outlier Approach for Detection of Unusual Patient Care Actions. AAAI (Late-Breaking Developments) 2013 - [c8]Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont:
Data-driven identification of unusual clinical actions in the ICU. AMIA 2013 - 2012
- [j5]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) - [c7]Yuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper:
A multivariate probabilistic method for comparing two clinical datasets. IHI 2012: 795-800 - [c6]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: 76:1-76:12 - [c5]Theologos Bountourelis, David J. Eckman, K. Louis Luangkesorn, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont:
Sensitivity analysis of an ICU simulation model. WSC 2012: 83:1-83:12 - 2011
- [c4]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: 1143-1153 - 2010
- [j4]Alexandre Donzé, Gilles Clermont, Christopher James Langmead:
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. J. Comput. Biol. 17(3): 325-336 (2010)
2000 – 2009
- 2009
- [j3]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: 56 (2009) - [j2]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): 155-171 (2009) - [c3]Alexandre Donzé, Gilles Clermont, Axel Legay, Christopher James Langmead:
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. RECOMB 2009: 155-169 - 2007
- [j1]Sven Zenker, Jonathan E. Rubin, Gilles Clermont:
From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. 3(11) (2007) - 2001
- [c2]Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont:
Predicting with Variables Constructed from Temporal Sequences. AISTATS 2001: 143-148 - 2000
- [c1]Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont:
Predicting ICU mortality: a comparison of stationary and nonstationary temporal models. AMIA 2000
Coauthor Index
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