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2020 – today
- 2023
[j10]Ali Jazayeri
, Christopher C. Yang, Muge Capan:
Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. Artif. Intell. Medicine 143: 102576 (2023)- 2022
- [j9]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): 265-296 (2022) - [j8]Muge Capan, Laura C. Schubel, Ishika Pradhan, Ken Catchpole, Nawar Shara, Ryan Arnold, J. Sanford Schwartz, Jake Seagull, Kristen E. 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): 146045822110730 (2022) - 2021
- [j7]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): 4089-4097 (2021) - 2020
- [j6]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)
2010 – 2019
- 2019
- [j5]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) - [j4]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): 2189-2195 (2019) - [c6]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: 87-96 - [c5]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: 543 - 2018
- [j3]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: 19-25 (2018) - [j2]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): 585-592 (2018) - [c4]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: 219-228 - [c3]Farzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi:
Recent Temporal Pattern Mining for Septic Shock Early Prediction. ICHI 2018: 229-240 - [c2]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: 2483-2494 - 2017
- [c1]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: 1233-1242 - 2016
- [j1]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. 07(02): 275-289 (2016)
Coauthor Index
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