Muge Capan

According to our database, Muge Capan authored at least 16 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis.

Ali Jazayeri, Christopher C. Yang, Muge Capan

Artif. Intell. Medicine, September, 2023

2022

Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model.

Erik T. Rosenstrom, Sareh Meshkinfam, Julie Simmons Ivy, Shadi Hassani Goodarzi, Muge Capan, Jeanne Huddleston, Santiago Romero-Brufau

Decis. Anal., December, 2022

Display and perception of risk: Analysis of decision support system display and its impact on perceived clinical risk of sepsis-induced health deterioration.

Muge Capan, Laura C. Schubel, Ishika Pradhan, Ken Catchpole, Nawar Shara, Ryan Arnold, J. Sanford Schwartz, Jake Seagull, Kristen E. Miller

Health Informatics J., 2022

2021

Proximity of Cellular and Physiological Response Failures in Sepsis.

Ali Jazayeri, Muge Capan, Julie S. Ivy, Ryan Arnold, Christopher C. Yang

IEEE J. Biomed. Health Informatics, 2021

2020

Informatics and interaction: Applying human factors principles to optimize the design of clinical decision support for sepsis.

Laura Schubel, Danielle Mosby, Joseph Blumenthal, Muge Capan, Ryan Arnold, Rebecca Kowalski, F. Jacob Seagull, Ken Catchpole, J. Sanford Schwartz, Ella S. Franklin, Robin Littlejohn, Kristen E. Miller

Health Informatics J., 2020

2019

Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration.

Bin Li, Shengfan Zhang, Stephen Hoover, Ryan Arnold, Muge Capan

IEEE J. Biomed. Health Informatics, 2019

The value of missing information in severity of illness score development.

Joseph Agor, Osman Y. Özaltin, Julie S. Ivy, Muge Capan, Ryan Arnold, Santiago Romero-Brufau

J. Biomed. Informatics, 2019

Simulating Uncertainty of Early Warning Scores in Sepsis Detection.

Ali Jazayeri, Muge Capan, Christopher C. Yang, Siddhartha Nambiar, Maria E. Mayorga, Julie S. Ivy, Ryan Arnold

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Network-Based Modeling of Sepsis: Quantification and Evaluation of Simultaneity of Organ Dysfunctions.

Ali Jazayeri, Muge Capan, Christopher C. Yang, Farzaneh Khoshnevisan, Min Chi, Ryan Arnold

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

Interface, information, interaction: a narrative review of design and functional requirements for clinical decision support.

Kristen E. Miller, Danielle Mosby, Muge Capan, Rebecca Kowalski, Raj M. Ratwani, Yaman Noaiseh, Rachel Kraft, Sanford Schwartz, William S. Weintraub, Ryan Arnold

J. Am. Medical Informatics Assoc., 2018

The design of decisions: Matching clinical decision support recommendations to Nielsen's design heuristics.

Kristen E. Miller, Muge Capan, Danielle Weldon, Yaman Noaiseh, Rebecca Kowalski, Rachel Kraft, Sanford Schwartz, William S. Weintraub, Ryan Arnold

Int. J. Medical Informatics, 2018

What's in a Definition? A simulation Framework for Modeling sepsis Interventions using Electronic Health Records.

Nisha Nataraj, Julie S. Ivy, Jeanne Huddleston, Ryan Arnold, Muge Capan

Proceedings of the 2018 Winter Simulation Conference, 2018

Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTM.

Chen Lin, Yuan Zhang, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne M. Huddleston, Min Chi

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Recent Temporal Pattern Mining for Septic Shock Early Prediction.

Farzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

LSTM for septic shock: Adding unreliable labels to reliable predictions.

Yuan Zhang, Chen Lin, Min Chi, Julie S. Ivy, Muge Capan, Jeanne M. Huddleston

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Time Series Analysis for Forecasting Hospital Census: Application to the Neonatal Intensive Care Unit.

Stephen Hoover, Eric Jackson, David Paul, Robert Locke, Muge Capan

Appl. Clin. Inform., 2016