Muge Capan

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Electronic Health Records

Functional Requirements

Temporal Pattern Mining

Top Venues

IEEE J. Biomed. Health Informatics

Health Informatics J.

Publications

Ali Jazayeri, Christopher C. Yang, Muge Capan
Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. Artif. Intell. Medicine 143 (2023)
Muge Capan, Laura C. Schubel, Ishika Pradhan, Ken Catchpole, Nawar Shara, Ryan Arnold, J. Sanford Schwartz, Jake Seagull, Kristen Miller
Display and perception of risk: Analysis of decision support system display and its impact on perceived clinical risk of sepsis-induced health deterioration. Health Informatics J. 28 (1) (2022)
Erik T. Rosenstrom, Sareh Meshkinfam, Julie Simmons Ivy, Shadi Hassani Goodarzi, Muge Capan, Jeanne Huddleston, Santiago Romero-Brufau
Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model. Decis. Anal. 19 (4) (2022)
Ali Jazayeri, Muge Capan, Julie S. Ivy, Ryan Arnold, Christopher C. Yang
Proximity of Cellular and Physiological Response Failures in Sepsis. IEEE J. Biomed. Health Informatics 25 (11) (2021)
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
Informatics and interaction: Applying human factors principles to optimize the design of clinical decision support for sepsis. Health Informatics J. 26 (1) (2020)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Siddhartha Nambiar, Maria E. Mayorga, Julie S. Ivy, Ryan Arnold
Simulating Uncertainty of Early Warning Scores in Sepsis Detection. BCB (2019)
Bin Li, Shengfan Zhang, Stephen Hoover, Ryan Arnold, Muge Capan
Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Joseph Agor, Osman Y. Özaltin, Julie S. Ivy, Muge Capan, Ryan Arnold, Santiago Romero-Brufau
The value of missing information in severity of illness score development. J. Biomed. Informatics 97 (2019)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Farzaneh Khoshnevisan, Min Chi, Ryan Arnold
Network-Based Modeling of Sepsis: Quantification and Evaluation of Simultaneity of Organ Dysfunctions. BCB (2019)
Kristen E. Miller, Muge Capan, Danielle Weldon, Yaman Noaiseh, Rebecca Kowalski, Rachel Kraft, Sanford Schwartz, William S. Weintraub, Ryan Arnold
The design of decisions: Matching clinical decision support recommendations to Nielsen's design heuristics. Int. J. Medical Informatics 117 (2018)
Farzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi
Recent Temporal Pattern Mining for Septic Shock Early Prediction. ICHI (2018)
Chen Lin, Yuan Zhang, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne M. Huddleston, Min Chi
Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTM. ICHI (2018)
Nisha Nataraj, Julie S. Ivy, Jeanne Huddleston, Ryan Arnold, Muge Capan
What's in a Definition? A simulation Framework for Modeling sepsis Interventions using Electronic Health Records. WSC (2018)
Kristen E. Miller, Danielle Mosby, Muge Capan, Rebecca Kowalski, Raj M. Ratwani, Yaman Noaiseh, Rachel Kraft, Sanford Schwartz, William S. Weintraub, Ryan Arnold
Interface, information, interaction: a narrative review of design and functional requirements for clinical decision support. J. Am. Medical Informatics Assoc. 25 (5) (2018)
Yuan Zhang, Chen Lin, Min Chi, Julie S. Ivy, Muge Capan, Jeanne M. Huddleston
LSTM for septic shock: Adding unreliable labels to reliable predictions. IEEE BigData (2017)
Stephen Hoover, Eric Jackson, David Paul, Robert Locke, Muge Capan
Time Series Analysis for Forecasting Hospital Census: Application to the Neonatal Intensive Care Unit. Appl. Clin. Inform. 7 (02) (2016)