Publications by authors named "Christopher M Sauer"

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A causal inference framework to compare the effectiveness of life-sustaining ICU therapies-using the example of cancer patients with sepsis.
João Matos, Tristan Struja, Naira Link Woite, David Restrepo, Andre Kurepa Waschka, Christopher M Sauer

Int J Cancer· February 2026

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Evaluating Zero-Shot Foundation Models for Time Series Forecasting in Clinical Settings: A Simulation Study with Electronic Health Records.
Gernot Pucher, Amin Dada, Felix Nensa, Martin Schuler, Christian Reinhardt, Christopher M Sauer

Stud Health Technol Inform· August 2025

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Technological Solutions to Improve Inpatient Handover in the Era of Artificial Intelligence: Scoping Review.
Louis Agha-Mir-Salim, Isabelle Rose Alberto, Nicole Rose Alberto, Leo Anthony Celi, Pia Gabrielle Alfonso, Christopher M Sauer

J Med Internet Res· July 2025

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Evaluating equitable care in the ICU:Creating a causal inference template to assess the impact of life-sustaining interventions across racial and ethnic groups.
Tristan Struja, João Matos, Barbara Lam, Yiren Cao, Xiaoli Liu, Christopher M Sauer

Heart Lung· June 2025

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The Data Artifacts Glossary: a community-based repository for bias on health datasets.
Rodrigo R Gameiro, Naira Link Woite, Christopher M Sauer, Sicheng Hao, Chrystinne Oliveira Fernandes

J Biomed Sci· February 2025

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Why implementing machine learning algorithms in the clinic is not a plug-and-play solution: a simulation study of a machine learning algorithm for acute leukaemia subtype diagnosis.
Gernot Pucher, Till Rostalski, Felix Nensa, Jens Kleesiek, Hans Christian Reinhardt, Christopher Martin Sauer

EBioMedicine· January 2025

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Leveraging Machine Learning to Identify Subgroups of Misclassified Patients in the Emergency Department: Multicenter Proof-of-Concept Study.
Sage Wyatt, Dagfinn Lunde Markussen, Mounir Haizoune, Anders Strand Vestbø, Yeneabeba Tilahun Sima, Christopher Martin Sauer

J Med Internet Res· December 2024

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Vital lessons from struggling partnerships and potential partnerships: an international study with leaders across the health sector.
Greg Zwisler, Christopher Martin Sauer, David Shoultz

BMC Health Serv Res· November 2024

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Establishing Medical Intelligence-Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study.
Alexander Brehmer, Christopher Martin Sauer, Jayson Salazar Rodríguez, Kelsey Herrmann, Moon Kim

J Med Internet Res· October 2024

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Understanding and training for the impact of large language models and artificial intelligence in healthcare practice: a narrative review.
Liam G McCoy, Faye Yu Ci Ng, Christopher M Sauer, Katelyn Edelwina Yap Legaspi, Bhav Jain

BMC Med Educ· October 2024

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Why federated learning will do little to overcome the deeply embedded biases in clinical medicine.
Christopher Martin Sauer, Gernot Pucher, Leo Anthony Celi

Intensive Care Med· August 2024

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Evaluating equitable care in the ICU: Creating a causal inference framework to assess the impact of life-sustaining interventions across racial and ethnic groups.
Tristan Struja, João Matos, Barbara Lam, Yiren Cao, Xiaoli Liu, Christopher M Sauer

medRxiv· October 2023

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Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients.
Jarne Verhaeghe, Thomas De Corte, Christopher M Sauer, Tom Hendriks, Olivier W M Thijssens

Int J Med Inform· July 2023

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Leveraging electronic health records for data science: common pitfalls and how to avoid them.
Christopher M Sauer, Li-Ching Chen, Stephanie L Hyland, Armand Girbes, Paul Elbers

Lancet Digit Health· December 2022

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Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists.
Christopher M Sauer, Tariq A Dam, Leo A Celi, Martin Faltys, Miguel A A de la Hoz

Crit Care Med· June 2022

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Understanding critically ill sepsis patients with normal serum lactate levels: results from U.S. and European ICU cohorts.
Christopher M Sauer, Josep Gómez, Manuel Ruiz Botella, David R Ziehr, William M Oldham

Sci Rep· October 2021

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Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients.
Antonin Dauvin, Carolina Donado, Patrik Bachtiger, Ke-Chun Huang, Christopher Martin Sauer

NPJ Digit Med· November 2019

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Improved Survival of Cancer Patients Admitted to the Intensive Care Unit between 2002 and 2011 at a U.S. Teaching Hospital.
Christopher Martin Sauer, Jinghui Dong, Leo Anthony Celi, Daniele Ramazzotti

Cancer Res Treat· July 2019

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Feature selection and prediction of treatment failure in tuberculosis.
Christopher Martin Sauer, David Sasson, Kenneth E Paik, Ned McCague, Leo Anthony Celi

PLoS One· April 2019

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Neuroendocrine Key Regulator Gene Expression in Merkel Cell Carcinoma.
Emil Chteinberg, Christopher Martin Sauer, Dorit Rennspiess, Lukas Beumers, Lisa Schiffelers

Neoplasia· December 2018

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Boosting Clinical Decision-making: Machine Learning for Intensive Care Unit Discharge.
Christopher Vincent Cosgriff, Leo Anthony Celi, Christopher Martin Sauer

Ann Am Thorac Soc· July 2018

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Extracorporeal membrane oxygenation use has increased by 433% in adults in the United States from 2006 to 2011.
Christopher M Sauer, David D Yuh, Pramod Bonde

ASAIO J· May 2015

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National trends in the utilization of short-term mechanical circulatory support: incidence, outcomes, and cost analysis.
Robert Stretch, Christopher M Sauer, David D Yuh, Pramod Bonde

J Am Coll Cardiol· October 2014

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Endometrial adenocarcinoma presenting as a hematotrachelos.
Christopher M Sauer, Sudeshna Chatterjee, Gary M Israel, Peter E Schwartz

Obstet Gynecol· August 2014

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Intraovarian regulation of gonadotropin-dependent folliculogenesis depends on notch receptor signaling pathways not involving Delta-like ligand 4 (Dll4).
Vuk P Jovanovic, Christopher M Sauer, Carrie J Shawber, Raul Gomez, Xing Wang, Mark V Sauer

Reprod Biol Endocrinol· May 2013

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