Gilles Clermont

26.1k total citations · 5 hit papers
252 papers, 16.5k citations indexed

About

Gilles Clermont is a scholar working on Epidemiology, Surgery and Emergency Medicine. According to data from OpenAlex, Gilles Clermont has authored 252 papers receiving a total of 16.5k indexed citations (citations by other indexed papers that have themselves been cited), including 97 papers in Epidemiology, 63 papers in Surgery and 34 papers in Emergency Medicine. Recurrent topics in Gilles Clermont's work include Sepsis Diagnosis and Treatment (76 papers), Hemodynamic Monitoring and Therapy (32 papers) and Machine Learning in Healthcare (26 papers). Gilles Clermont is often cited by papers focused on Sepsis Diagnosis and Treatment (76 papers), Hemodynamic Monitoring and Therapy (32 papers) and Machine Learning in Healthcare (26 papers). Gilles Clermont collaborates with scholars based in United States, United Kingdom and Canada. Gilles Clermont's co-authors include Derek C. Angus, Walter T. Linde‐Zwirble, Michael R. Pinsky, Jeffrey Lidicker, Joseph A. Carcillo, John A. Kellum, Yoram Vodovotz, R. Scott Watson, Alexander Kersten and Martin Griffin and has published in prestigious journals such as Nature Medicine, SHILAP Revista de lepidopterología and Gastroenterology.

In The Last Decade

Gilles Clermont

241 papers receiving 16.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care

2001 6.4k citations Derek C. Angus, Walter T. Linde‐Zwirble et al. Critical Care Medicine profile →
RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis

2006 1.1k citations Gilles Clermont, Derek C. Angus et al. profile →
The Epidemiology of Severe Sepsis in Children in the United States

2003 607 citations Walter T. Linde‐Zwirble, Gilles Clermont et al. American Journal of Respiratory and Critical Care Medicine profile →
Classifying AKI by Urine Output versus Serum Creatinine Level

2015 346 citations John A. Kellum, Raghavan Murugan et al. profile →
Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction

2023 134 citations Salah S. Al‐Zaiti, Christian Martin‐Gill et al. Nature Medicine profile →

Peers

Countries citing papers authored by Gilles Clermont

Since Specialization

Citations

This map shows the geographic impact of Gilles Clermont's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gilles Clermont with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gilles Clermont more than expected).

Fields of papers citing papers by Gilles Clermont

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gilles Clermont. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gilles Clermont. The network helps show where Gilles Clermont may publish in the future.

Co-authorship network of co-authors of Gilles Clermont

This figure shows the co-authorship network connecting the top 25 collaborators of Gilles Clermont. A scholar is included among the top collaborators of Gilles Clermont based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gilles Clermont. Gilles Clermont is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Electrocardiogram-based machine learning for risk stratification of patients with suspected acute coronary syndrome 2025 ·European Heart Journal ·Zeineb Bouzid, Ervin Sejdić, Christian Martin‐Gill, Ziad Faramand, Stephanie Frisch, Mohammad Alrawashdeh, Stephanie Helman, Tanmay Gokhale, (unknown), (unknown), Richard E. Gregg, Susan M. Sereika, Gilles Clermont, Murat Akçakaya, Jessica K. Zègre‐Hemsey, Samir Saba, Clifton W. Callaway, Salah S. Al‐Zaiti	5
2	Widespread adoption of AI risk models for maternal hemorrhage requires mitigation of bias 2023 ·American Journal of Obstetrics and Gynecology ·Salim Malakouti, Gilles Clermont, Miloš Hauskrecht	0
3	Forecasting algorithms in the ICU 2023 ·Journal of Electrocardiology ·(unknown), Gilles Clermont	1
4	Modeling blood urea nitrogen (BUN) dynamics to estimate dialysis adequacy 2023 ·Journal of Critical Care ·(unknown), (unknown), Gilles Clermont	0
5	Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing 2023 ·INFORMS journal on computing ·(unknown), Guodong Pang, Andrew J. Schaefer, Gilles Clermont	2
6	Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction breakdown → 2023 ·Nature Medicine ·Salah S. Al‐Zaiti, Christian Martin‐Gill, Jessica K. Zègre‐Hemsey, Zeineb Bouzid, Ziad Faramand, Mohammad Alrawashdeh, Richard E. Gregg, Stephanie Helman, (unknown), (unknown), Gilles Clermont, Murat Akçakaya, Susan M. Sereika, Peter van Dam, Stephen W. Smith, Yochai Birnbaum, Samir Saba, Ervin Sejdić, Clifton W. Callaway	134
7	Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project 2022 ·Neurocritical Care ·(unknown), (unknown), (unknown), Joshua N. Goldstein, (unknown), Sarah Duffy, Edilberto Amorim, Paul Vespa, J. Randall Moorman, Xiao Hu, Gilles Clermont, Soojin Park, Rishikesan Kamaleswaran, Brandon Foreman, Eric S. Rosenthal	5
8	Intelligent Clinical Decision Support 2022 ·Sensors ·Michael R. Pinsky, Artur Dubrawski, Gilles Clermont	11
9	Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit 2022 ·Journal of Clinical Medicine ·(unknown), Jung-Hsien Chiang, (unknown), Ping‐Fang Chiu, Khaled Abdel-Kader, Huiwen Chen, Edward D. Siew, Jonathan G. Yabes, Raghavan Murugan, Gilles Clermont, Paul M. Palevsky, Manisha Jhamb	13
10	A Research Agenda for Precision Medicine in Sepsis and Acute Respiratory Distress Syndrome: An Official American Thoracic Society Research Statement 2021 ·American Journal of Respiratory and Critical Care Medicine ·Faraaz Shah, Nuala J. Meyer, Derek C. Angus, Rana Awdish, Élie Azoulay, Carolyn S. Calfee, Gilles Clermont, Anthony Gordon, Arthur Kwizera, Aleksandra Leligdowicz, John C. Marshall, Carmen Mikacenic, Pratik Sinha, Balasubramanian Venkatesh, Hector R. Wong, Fernando G. Zampieri, Sachin Yende	46
11	Evaluation of eye tracking for a decision support application 2021 ·JAMIA Open ·Shyam Visweswaran, Andrew J. King, (unknown), (unknown), Gilles Clermont, Harry Hochheiser, Gregory F. Cooper	7
12	A simple electronic medical record system designed for research 2021 ·JAMIA Open ·Andrew J. King, (unknown), (unknown), Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Shyam Visweswaran	3
13	Modeling physician variability to prioritize relevant medical record information 2020 ·JAMIA Open ·(unknown), Gregory F. Cooper, Andrew J. King, Gilles Clermont, Harry Hochheiser, Miloš Hauskrecht, Dean F. Sittig, (unknown)	5
14	Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study 2020 ·Journal of Medical Internet Research ·Andrew J. King, Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Miloš Hauskrecht, Dean F. Sittig, Shyam Visweswaran	16
15	Development of hemorrhage identification model using non-invasive vital signs 2020 ·Physiological Measurement ·(unknown), Joo Heung Yoon, Michael R. Pinsky, Ting Ma, Gilles Clermont	6
16	Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs 2020 ·Sensors ·(unknown), (unknown), Michael R. Pinsky, Ting Ma, Gilles Clermont	6
17	The case against utilization: deceptive performance measures in inpatient care capacity models 2012 ·Winter Simulation Conference ·(unknown), (unknown), Andrew J. Schaefer, (unknown), Gilles Clermont	4
18	Intensive care unit renal support therapy volume is not associated with patient outcome* 2011 ·Critical Care Medicine ·Yên-Lan Nguyen, Eric B Milbrandt, Lisa A. Weissfeld, Jeremy M. Kahn, Jean‐Daniel Chiche, Philippe Aegerter, Gilles Clermont, John A. Kellum, Bertrand Guidet, Derek C. Angus	10
19	Predicting with Variables Constructed from Temporal Sequences. 2001 ·International Conference on Artificial Intelligence and Statistics ·Mehmet Kayaalp, Gregory F. Cooper, Gilles Clermont	6
20	Quality-adjusted Survival in the First Year after the Acute Respiratory Distress Syndrome 2001 ·American Journal of Respiratory and Critical Care Medicine ·Derek C. Angus, Amjad A. Musthafa, Gilles Clermont, Martin Griffin, Walter T. Linde‐Zwirble, Tony T. Dremsizov, Michael R. Pinsky	235

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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