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Muge Capan
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 16
Top Topics
Septic Shock
Electronic Health Records
Functional Requirements
Temporal Pattern Mining
Top Venues
ICHI
IEEE J. Biomed. Health Informatics
BCB
Health Informatics J.
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Publications
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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)