Prospective evaluation of a machine learning-based clinical decision support system (ViSIG) in reducing adverse outcomes for adult critically ill patients

Autor: A.A. Kramer, M. LaFonte, I. El Husseini, R. Cary, S. Didcote, P. Maurer, F. Hastrup, J.S. Krinsley

Publikováno v: Informatics in Medicine Unlocked, Vol 44, Iss , Pp 101433- (2024)

Introduction: Prospective clinical evaluations of decision support tools for the ICU are almost non-existent. We sought to test whether a novel clinical decision support tool called ViSIG, based on machine learning algorithms, could be delivered via

Externí odkaz: https://doaj.org/article/8dcefecfd07b4195a3c7d2395cdc940a

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Traumatic Brain Injury in Older Adults: Characteristics, Outcomes, and Considerations. Results From the American Association for the Surgery of Trauma Geriatric Traumatic Brain Injury (GERI-TBI) Multicenter Trial.

Autor: Ghneim M; Division of Trauma, Critical Care and Acute Care Surgery, R Adams Cowley Shock Trauma Center, The University of Maryland Medical Center, Baltimore, MD, USA. Electronic address: mira.ghneim@som.umaryland.edu., Brasel K; Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA., Vesselinov R; Department of Epidemiology and Public Health, The University of Maryland School of Medicine, Baltimore, MD, USA., Albrecht J; Department of Epidemiology and Public Health, The University of Maryland School of Medicine, Baltimore, MD, USA., Liveris A; Division of Trauma, Critical Care and Acute Care Surgery, R Adams Cowley Shock Trauma Center, The University of Maryland Medical Center, Baltimore, MD, USA., Watras J; Department of Trauma Services, Inova Fairfax Medical Campus, Falls Church, VA, USA., Michetti C; Department of Trauma Services, Inova Fairfax Medical Campus, Falls Church, VA, USA., Haan J; Department of Surgery, Ascension Via Christi Hospital, Wichita, KS, USA., Lightwine K; Department of Surgery, Ascension Via Christi Hospital, Wichita, KS, USA., Winfield R; Department of Surgery, Division of Trauma, Critical Care and Acute Care Surgery, University of Kansas Medical Center, Kansas City, KS, USA., Adams S; Department of Surgery, University of Texas Health Science Center at Houston, Houston, TX, USA., Podbielski J; Department of Surgery, University of Texas Health Science Center at Houston, Houston, TX, USA., Armen S; Departments of Surgery and Neurosurgery, Penn State Health System, Hershey, PA, USA., Zacko JC; Departments of Surgery and Neurosurgery, Penn State Health System, Hershey, PA, USA., Nasrallah F; Department of Surgery, Trauma Service, Scripps Memorial Hospital La Jolla, La Jolla, CA, USA., Schaffer K; Department of Surgery, Trauma Service, Scripps Memorial Hospital La Jolla, La Jolla, CA, USA., Dunn J; Department of Surgery, Medical Center of the Rockies, Loveland, CO, USA., Smoot B; Department of Surgery, Medical Center of the Rockies, Loveland, CO, USA., Schroeppel T; Department of Surgery, Division of Trauma, Critical Care and Acute Care Surgery, UC Health Memorial Hospital, Colorado Springs, CO, USA., Stillman Z; Department of Surgery, Division of Trauma, Critical Care and Acute Care Surgery, UC Health Memorial Hospital, Colorado Springs, CO, USA., Cooper Z; Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA., Stein D; Division of Trauma, Critical Care and Acute Care Surgery, R Adams Cowley Shock Trauma Center, The University of Maryland Medical Center, Baltimore, MD, USA.

Publikováno v: Journal of the American Medical Directors Association [J Am Med Dir Assoc] 2022 Apr; Vol. 23 (4), pp. 568-575.e1. Date of Electronic Publication: 2022 Mar 10.

Factors associated with receipt of intracranial pressure monitoring in older adults with traumatic brain injury.

Autor: Ghneim M; Department of Trauma, R Adams Cowley Shock Trauma Center, Baltimore, Maryland, USA., Albrecht J; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA., Brasel K; Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA., Knight A; Department of Surgery, University of California San Francisco, San Francisco, California, USA., Liveris A; Department of Trauma, R Adams Cowley Shock Trauma Center, Baltimore, Maryland, USA.; Department of Surgery, Albert Einstein School, Bronx, New York, USA., Watras J; Department of Surgery, Inova Fairfax Medical Campus, Falls Church, Virginia, USA., Michetti CP; Department of Surgery, Inova Fairfax Hospital, Falls Church, Virginia, USA., Haan J; Department of Trauma Services, Ascension Via Christi, Wichita, Kansas, USA., Lightwine K; Department of Trauma Services, Ascension Via Christi, Wichita, Kansas, USA., Winfield RD; University of Kansas Medical Center, Kansas City, Kansas, USA., Adams SD; Department of Surgery, McGovern Medical School, Houston, Texas, USA., Podbielski J; Department of Surgery, McGovern Medical School, Houston, Texas, USA., Armen S; Departments of Surgery and Neurosurgery, Penn State Health Milton S Hershey Medical Center, Hershey, Pennsylvania, USA., Zacko JC; Departments of Surgery and Neurosurgery, Penn State Health Milton S Hershey Medical Center, Hershey, Pennsylvania, USA., Nasrallah FS; Trauma Service, Scripps Memorial Hospital La Jolla, La Jolla, California, USA., Schaffer KB; Trauma Service, Scripps Memorial Hospital La Jolla, La Jolla, California, USA., Dunn JA; Trauma and Acute Care Surgery, Medical Center of the Rockies, Loveland, Colorado, USA., Smoot B; Trauma and Acute Care Surgery, Medical Center of the Rockies, Loveland, Colorado, USA., Schroeppel TJ; Trauma and Acute Care Surgery, University of Colorado Health - South, Colorado Springs, Colorado, USA., Stillman Z; UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA., Cooper Z; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Stein DM; Department of Surgery, University of California, San Francisco, CA, USA.

Publikováno v: Trauma surgery & acute care open [Trauma Surg Acute Care Open] 2021 Jul 23; Vol. 6 (1), pp. e000733. Date of Electronic Publication: 2021 Jul 23 (Print Publication: 2021).