Výsledky vyhledávání - "Evan J Tsiklidis"

Akademický článek

Predicting risk for trauma patients using static and dynamic information from the MIMIC III database.

Autor: Evan J Tsiklidis, Talid Sinno, Scott L Diamond

Publikováno v: PLoS ONE, Vol 17, Iss 1, p e0262523 (2022)

Risk quantification algorithms in the ICU can provide (1) an early alert to the clinician that a patient is at extreme risk and (2) help manage limited resources efficiently or remotely. With electronic health records, large data sets allow the train

Externí odkaz: https://doaj.org/article/f95d72ffcbfc47d69a62f24b01996bbf

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Akademický článek

Using the National Trauma Data Bank (NTDB) and machine learning to predict trauma patient mortality at admission.

Autor: Evan J Tsiklidis, Carrie Sims, Talid Sinno, Scott L Diamond

Publikováno v: PLoS ONE, Vol 15, Iss 11, p e0242166 (2020)

A 400-estimator gradient boosting classifier was trained to predict survival probabilities of trauma patients. The National Trauma Data Bank (NTDB) provided 799233 complete patient records (778303 survivors and 20930 deaths) each containing 32 featur

Externí odkaz: https://doaj.org/article/5123d911671f4947a28ec7bc5f072d6c

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Computational Modeling of the Coagulation Response During Trauma

Autor: Christopher C. Verni, Evan J. Tsiklidis, Scott L. Diamond, Talid Sinno

Publikováno v: Complex Systems and Computational Biology Approaches to Acute Inflammation ISBN: 9783030565091

Coagulation and platelet aggregation are the primary mechanisms for maintaining hemostasis upon traumatic injury. However, prolonged bleeding may lead to trauma-induced coagulopathy (TIC) or the apparent phenomenon of blood coagulation is impaired up

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6b28c459f53f090687e7fadf03351566
https://doi.org/10.1007/978-3-030-56510-7_9

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Coagulopathy implications using a multiscale model of traumatic bleeding matching macro- and microcirculation

Autor: Talid Sinno, Evan J. Tsiklidis, Scott L. Diamond

Publikováno v: Am J Physiol Heart Circ Physiol

Quantifying the relationship between vascular injury and the dynamic bleeding rate requires a multiscale model that accounts for changing and coupled hemodynamics between the global and microvascular levels. A lumped, global hemodynamic model of the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::29e14af8e104ddeb1178a6ae9dc2d9ca
https://pubmed.ncbi.nlm.nih.gov/30978134

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Using the National Trauma Data Bank (NTDB) and machine learning to predict trauma patient mortality at admission

Autor: Talid Sinno, Scott L. Diamond, Evan J. Tsiklidis, Carrie A. Sims

Publikováno v: PLoS ONE, Vol 15, Iss 11, p e0242166 (2020)
PLoS ONE

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d3241624ba271e9f6f9dbd8d1803946f
https://doi.org/10.1371/journal.pone.0242166

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Multiscale systems biology of trauma‐induced coagulopathy

Autor: Carrie A. Sims, Scott L. Diamond, Evan J. Tsiklidis, Talid Sinno

Publikováno v: Wiley Interdiscip Rev Syst Biol Med

Trauma with hypovolemic shock is an extreme pathological state that challenges the body to maintain blood pressure and oxygenation in the face of hemorrhagic blood loss. In conjunction with surgical actions and transfusion therapy, survival requires

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9ed6b1d703a0d0c578c107dc97fd2560
https://doi.org/10.1002/wsbm.1418

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