Gilles Clermont

49 papers A 1B 1C 2Misc 16Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial Debiasing for Equitable and Fair Detection of Acute Coronary Syndrome Using 12-Lead ECG. IEEE Trans. Biomed. Eng. Rui Qi Ji, Nathan T. Riek, Zeineb Bouzid, Karina Kraevsky-Philips, Tanmay A. Gokhale, Jessica K. Zègre-Hemsey, Gilles Clermont, Samir Saba, Christian Martin-Gill, Clifton W. Callaway, Murat Akçakaya, Ervin Sejdic, Salah S. Al-Zaiti
2025	C	`conf`	A Mechanical Ventilation Decision Support Algorithm that Mitigates Organ Failure during Acute Respiratory Distress Syndrome ACC Stefanos Papadopoulos, Gilles Clermont, Robert S. Parker
2024	J	`jnl`	Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR 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
2024	J	`jnl`	Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock. Biomed. Signal Process. Control. 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
2023	J	`jnl`	Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing. INFORMS J. Comput. Silviya Valeva, Guodong Pang, Andrew J. Schaefer, Gilles Clermont
2022	J	`jnl`	Deep Normed Embeddings for Patient Representation. CoRR Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
2022	J	`jnl`	Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside. Int. J. Medical Informatics Stephanie Helman, Martha Ann Terry, Tiffany Pellathy, Andrew Williams, Artur Dubrawski, Gilles Clermont, Michael R. Pinsky, Salah S. Al-Zaiti, Marilyn Hravnak
2022	J	`jnl`	Intelligent Clinical Decision Support. Sensors Michael R. Pinsky, Artur Dubrawski, Gilles Clermont
2022	Misc	`conf`	Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. AMIA Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski
2022	J	`jnl`	Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. CoRR Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski
2021	Misc	`conf`	Prediction of Small Bowel Obstruction Outcomes with Machine Learning. AMIA Tanner B. Wilson, Gilles Clermont, Harry Hochheiser
2021	—	`conf`	Understanding Clinical Collaborations Through Federated Classifier Selection. MLHC Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski
2021	J	`jnl`	Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. CoRR Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
2020	J	`jnl`	Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs. Sensors Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont
2020	J	`jnl`	Graphical Presentations of Clinical Data in a Learning Electronic Medical Record. Appl. Clin. Inform. Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
2019	J	`jnl`	Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. Sven Zenker, Jonathan E. Rubin, Gilles Clermont
2019	Misc	`conf`	Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning. AMIA Andrew J. King, Shyam Visweswaran, Harry Hochheiser, Gilles Clermont, Gregory F. Cooper
2019	J	`jnl`	Using machine learning to selectively highlight patient information. J. Biomed. Informatics Andrew J. King, Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Milos Hauskrecht, Dean F. Sittig, Shyam Visweswaran
2018	J	`jnl`	APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification. Comput. Chem. Eng. Li Ang Zhang, Alisa Urbano, Gilles Clermont, David Swigon, Ipsita Banerjee, Robert S. Parker
2018	Misc	`conf`	Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices. AMIA Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
2018	C	`conf`	The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control. ACC Robert S. Parker, Timothy D. Knab, Gilles Clermont
2018	Misc	`conf`	Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. AMIA Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran
2017	Misc	`conf`	Acute Kidney Injury in the Intensive Care Unit: Timing and Detection. AMIA Leming Zhou, Valerie J. Watzlaf, Christopher M. Keener, Dilhari Dealmeida, Rebecca S. DeSensi, Emily Foldes, Gilles Clermont, John A. Kellum
2017	Misc	`conf`	Exploring Novel Graphical Representations of Clinical Data in a Learning EMR. AMIA Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser
2017	—	`conf`	Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR. CRI Andrew J. King, Harry Hochheiser, Shyam Visweswaran, Gilles Clermont, Gregory F. Cooper
2017	J	`jnl`	Learning temporal rules to forecast instability in continuously monitored patients. J. Am. Medical Informatics Assoc. Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
2017	—	`conf`	Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data. ICDM Workshops Chirag Nagpal, Kyle Miller, Tiffany Pellathy, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski
2017	Misc	`conf`	Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events. AMIA Xuan Wang, Lujie Chen, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski
2016	Misc	`conf`	A Framework for Visual Tracking of Risk and its Drivers in Monitoring Patients Susceptible for Cardiorespiratory Instability. AMIA Lujie Chen, Gilles Clermont, Marilyn Hravnak, Michael R. Pinsky, Artur Dubrawski
2016	J	`jnl`	Outlier-based detection of unusual patient-management actions: An ICU study. J. Biomed. Informatics Milos Hauskrecht, Iyad Batal, Charmgil Hong, Quang Nguyen, Gregory F. Cooper, Shyam Visweswaran, Gilles Clermont
2015	J	`jnl`	A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis. PLoS Comput. Biol. Alexander D. Malkin, Robert P. Sheehan, Shibin Mathew, William J. Federspiel, Heinz Redl, Gilles Clermont
2015	Misc	`conf`	Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System. AMIA Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Shyam Visweswaran
2015	Misc	`conf`	Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process. AMIA Lujie Chen, Artur Dubrawski, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
2013	J	`jnl`	A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges. Comput. Chem. Eng. Thang Ho, Gilles Clermont, Robert S. Parker
2013	—	`conf`	Conditional Outlier Approach for Detection of Unusual Patient Care Actions. AAAI (Late-Breaking Developments) Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
2013	Misc	`conf`	Data-driven identification of unusual clinical actions in the ICU. AMIA Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
2013	J	`jnl`	Outlier detection for patient monitoring and alerting. J. Biomed. Informatics Milos Hauskrecht, Iyad Batal, Michal Valko, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
2012	—	`conf`	A multivariate probabilistic method for comparing two clinical datasets. IHI Yuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper
2012	J	`jnl`	Ensemble Models of Neutrophil Trafficking in Severe Sepsis. PLoS Comput. Biol. Sang O. K. Song, Justin Hogg, Zhi-Yong Peng, Robert S. Parker, John A. Kellum, Gilles Clermont
2012	Misc	`conf`	Sensitivity analysis of an ICU simulation model. WSC Theologos Bountourelis, David J. Eckman, K. Louis Luangkesorn, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont
2012	Misc	`conf`	The case against utilization: deceptive performance measures in inpatient care capacity models. WSC K. Louis Luangkesorn, Theologos Bountourelis, Andrew J. Schaefer, Spencer G. Nabors, Gilles Clermont
2011	Misc	`conf`	Development and validation of a large scale ICU simulation model with blocking. WSC Theologos Bountourelis, K. Louis Luangkesorn, Andrew J. Schaefer, Lisa M. Maillart, Spencer G. Nabors, Gilles Clermont
2010	J	`jnl`	Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. J. Comput. Biol. Alexandre Donzé, Gilles Clermont, Christopher James Langmead
2009	J	`jnl`	A linear code parameter search algorithm with applications to immunology. Comput. Optim. Appl. Gregory M. Constantine, John Bartels, Carson C. Chow, Gilles Clermont, Yoram Vodovotz
2009	J	`jnl`	Computational disease modeling - fact or fiction? BMC Syst. Biol. 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
2009	B	`conf`	Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. RECOMB Alexandre Donzé, Gilles Clermont, Axel Legay, Christopher James Langmead
2007	J	`jnl`	From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput. Biol. Sven Zenker, Jonathan E. Rubin, Gilles Clermont
2001	A	`conf`	Predicting with Variables Constructed from Temporal Sequences. AISTATS Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont
2000	Misc	`conf`	Predicting ICU mortality: a comparison of stationary and nonstationary temporal models. AMIA Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont