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Muge Capan PhD

TitleAdjunct Assistant Professor
InstitutionUMass Chan – Baystate Regional Campus
DepartmentHealthcare Delivery and Population Sciences at UMass Chan - Baystate
AddressUniversity of Massachusetts Amherst
160 Governors Drive
Amherst MA 01003
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    Collapse Biography 
    Collapse education and training
    Technical University of Berlin, Berlin, , GermanyBSIndustrial Engineering
    Technical University of Berlin, Berlin, , GermanyMSIndustrial Engineering
    North Carolina State University at Raleigh, Raleigh, NC, United StatesPHDIndustrial and Systems Enginee

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Capan M, Bigelow L, Kathuria Y, Paluch A, Chung J. Analysis of multi-level barriers to physical activity among nursing students using regularized regression. PLoS One. 2024; 19(5):e0304214. PMID: 38787846.
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    2. Jazayeri A, Yang CC, Capan M. Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. Artif Intell Med. 2023 09; 143:102576. PMID: 37673556.
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    3. Capan M, Schubel LC, Pradhan I, Catchpole K, Shara N, Arnold R, Schwartz JS, Seagull J, Miller K. 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. 2022 Jan-Mar; 28(1):14604582211073075. PMID: 35068208.
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    4. Jazayeri A, Capan M, Ivy J, Arnold R, Yang CC. Proximity of Cellular and Physiological Response Failures in Sepsis. IEEE J Biomed Health Inform. 2021 11; 25(11):4089-4097. PMID: 34288881.
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    5. Ramdeen S, Ferrell B, Bonk C, Schubel L, Littlejohn R, Capan M, Arnold R, Miller K. The Available Criteria for Different Sepsis Scoring Systems in the Emergency Department-A Retrospective Assessment. Open Access Emerg Med. 2021; 13:91-96. PMID: 33688278.
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    6. Fishbein D, Nambiar S, McKenzie K, Mayorga M, Miller K, Tran K, Schubel L, Agor J, Kim T, Capan M. Objective measures of workload in healthcare: a narrative review. Int J Health Care Qual Assur. 2019 Dec 20; 33(1):1-17. PMID: 31940153.
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    7. Schubel L, Littlejohn R, Barrientos RR, Arnold R, Capan M, Miller K. Everything but the Kitchen Sink: A Mixed Methods Approach to Health IT Usability Testing. Proc Hum Factors Ergon Soc Annu Meet. 2019 Nov; 63(1):718-722. PMID: 39850595.
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    8. Schubel LC, Boxley CL, Littlejohn R, Capan M, Arnold R, Miller K. Risky Business: Predicting patient mortality at a glance. Proc Int Symp Hum Factors Ergon Healthc. 2019 Sep; 8(1):261-263. PMID: 33094111.
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    9. Profozich A, Sytsma T, Arnold R, Miller K, Capan M. FUTURES: Forecasting the Unexpected Transfer to Upgraded REsources in Sepsis. Proc Int Symp Hum Factors Ergon Healthc. 2019 Sep; 8(1):187-191. PMID: 32855979.
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    10. Agor J, ?zaltin OY, Ivy JS, Capan M, Arnold R, Romero S. The value of missing information in severity of illness score development. J Biomed Inform. 2019 09; 97:103255. PMID: 31349049.
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    11. Prints M, Fishbein D, Arnold R, Stander E, Miller K, Kim T, Capan M. Understanding the perception of workload in the emergency department and its impact on medical decision making. Am J Emerg Med. 2020 02; 38(2):397-399. PMID: 31378413.
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    12. Schubel L, Mosby DL, Blumenthal J, Capan M, Arnold R, Kowalski R, Seagull FJ, Catchpole K, Schwartz JS, Franklin E, Littlejohn R, Miller KE. Informatics and interaction: Applying human factors principles to optimize the design of clinical decision support for sepsis. Health Informatics J. 2020 03; 26(1):642-651. PMID: 31081460.
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    13. Li B, Zhang S, Hoover S, Arnold R, Capan M. Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration. IEEE J Biomed Health Inform. 2019 09; 23(5):2189-2195. PMID: 30295635.
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    14. Weldon DLM, Kowalski R, Schubel L, Schuchardt B, Arnold R, Capan M, Blumenthal J, Franklin E, Catchpole K, Seagull FJ, Schwartz JS, Miller K. SIGNALING SEPSIS SCENARIO DEVELOPMENT & VALIDATION. Proc Hum Factors Ergon Soc Annu Meet. 2018 Sep; 62(1):615-619. PMID: 39877239.
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    15. Capan M, Hoover S, Ivy JS, Miller KE, Arnold R. Not all organ dysfunctions are created equal - Prevalence and mortality in sepsis. J Crit Care. 2018 12; 48:257-262. PMID: 30245367.
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    16. Capan M, Hoover S, Miller KE, Pal C, Glasgow JM, Jackson EV, Arnold RC. Data-driven approach to Early Warning Score-based alert management. BMJ Open Qual. 2018; 7(3):e000088. PMID: 30167470.
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    17. Long D, Capan M, Mascioli S, Weldon D, Arnold R, Miller K. Evaluation of User-Interface Alert Displays for Clinical Decision Support Systems for Sepsis. Crit Care Nurse. 2018 Aug; 38(4):46-54. PMID: 30068720.
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    18. Miller K, McKenzie K, Blumenthal J, Weldon D, Capan M, Arnold R, Kowalski R, Jacob Seagull F, Catchpole K, Franklin E, Branaghan R. Engineering the Future of Sepsis Care: An Application of Fuzzy Logic Cognitive Mapping for Sepsis Diagnosis. Proc Int Symp Hum Factors Ergon Healthc. 2018 Jun; 7(1):103-104. PMID: 39877896.
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    19. Miller K, Capan M, Weldon D, Noaiseh Y, Kowalski R, Kraft R, Schwartz S, Weintraub WS, Arnold R. The design of decisions: Matching clinical decision support recommendations to Nielsen's design heuristics. Int J Med Inform. 2018 09; 117:19-25. PMID: 30032961.
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    20. Miller K, Mosby D, Capan M, Kowalski R, Ratwani R, Noaiseh Y, Kraft R, Schwartz S, Weintraub WS, Arnold R. Interface, information, interaction: a narrative review of design and functional requirements for clinical decision support. J Am Med Inform Assoc. 2018 05 01; 25(5):585-592. PMID: 29126196.
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    21. Capan M, Mosby D, Miller K, Tao J, Wu P, Weintraub W, Kowalski R, Arnold R. A Framework to Tackle Risk Identification and Presentation Challenges in Sepsis. Am J Hosp Med. 2018 Jan-Mar; 2(1). PMID: 30854402.
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    22. Capan M, Pigeon J, Marco D, Powell J, Groner K. We all make choices: A decision analysis framework for disposition decision in the ED. Am J Emerg Med. 2018 Mar; 36(3):450-454. PMID: 29174450.
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    23. Kowalski R, Capan M, Lodato P, Mosby D, Thomas T, Arnold R, Miller K. Optimizing usability and signal capture: a proactive risk assessment for the implementation of a wireless vital sign monitoring system. J Med Eng Technol. 2017 Nov; 41(8):623-629. PMID: 29027496.
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    24. Miller K, Kowalski R, Capan M, Wu P, Mosby D, Arnold R. Assessment of Nursing Response to a Real-Time Alerting Tool for Sepsis: A Provider Survey. Am J Hosp Med. 2017 Jul-Sep; 1(3). PMID: 30854401.
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    25. Capan M, Khojandi A, Denton BT, Williams KD, Ayer T, Chhatwal J, Kurt M, Lobo JM, Roberts MS, Zaric G, Zhang S, Schwartz JS. From Data to Improved Decisions: Operations Research in Healthcare Delivery. Med Decis Making. 2017 11; 37(8):849-859. PMID: 28423982.
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    26. Miller KE, Arnold R, Capan M, Campbell M, Zern SC, Dressler R, Duru OO, Ebbert G, Jackson E, Learish J, Strauss D, Wu P, Bennett DA. Improving Infusion Pump Safety Through Usability Testing. J Nurs Care Qual. 2017 Apr/Jun; 32(2):141-149. PMID: 27500697.
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    27. Capan M, Hoover S, Jackson EV, Paul D, Locke R. Time Series Analysis for Forecasting Hospital Census: Application to the Neonatal Intensive Care Unit. Appl Clin Inform. 2016; 7(2):275-89. PMID: 27437040.
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    28. Capan M, Ivy JS, Wilson JR, Huddleston JM. A stochastic model of acute-care decisions based on patient and provider heterogeneity. Health Care Manag Sci. 2017 Jun; 20(2):187-206. PMID: 26490831.
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    29. Capan M, Ivy JS, Rohleder T, Hickman J, Huddleston JM. Individualizing and optimizing the use of early warning scores in acute medical care for deteriorating hospitalized patients. Resuscitation. 2015 Aug; 93:107-12. PMID: 25597507.
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