Výsledky vyhledávání - "Randall Wetzel"

Akademický článek

Improving Recurrent Neural Network Responsiveness to Acute Clinical Events

Autor: David R. Ledbetter, Eugene Laksana, Melissa Aczon, Randall Wetzel

Publikováno v: IEEE Access, Vol 9, Pp 106140-106151 (2021)

Predictive models in acute care settings must immediately recognize precipitous changes in a patient’s status when presented with data reflecting such changes. Recurrent neural networks (RNN) have become popular for clinical decision support models

Externí odkaz: https://doaj.org/article/cd474babf2d44a01aa64ea3c2a31b903

Zobrazit plný text záznamu

Akademický článek

Predicting High Flow Nasal Cannula Failure in an Intensive Care Unit Using a Recurrent Neural Network With Transfer Learning and Input Data Perseveration: Retrospective Analysis

Autor: George Pappy, Melissa Aczon, Randall Wetzel, David Ledbetter

Publikováno v: JMIR Medical Informatics, Vol 10, Iss 3, p e31760 (2022)

BackgroundHigh flow nasal cannula (HFNC) provides noninvasive respiratory support for children who are critically ill who may tolerate it more readily than other noninvasive ventilation (NIV) techniques such as bilevel positive airway pressure and co

Externí odkaz: https://doaj.org/article/ef3f23db84584ccf8df8bfb72a8df2af

Zobrazit plný text záznamu

Predicting High Flow Nasal Cannula Failure in an Intensive Care Unit Using a Recurrent Neural Network With Transfer Learning and Input Data Perseveration: Retrospective Analysis (Preprint)

Autor: George Pappy, Melissa Aczon, Randall Wetzel, David Ledbetter

BACKGROUND High flow nasal cannula (HFNC) provides noninvasive respiratory support for children who are critically ill who may tolerate it more readily than other noninvasive ventilation (NIV) techniques such as bilevel positive airway pressure and c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f9e4fb7702776fb5c5ec480b023ef1af
https://doi.org/10.2196/preprints.31760

Zobrazit plný text záznamu

Predicting High Flow Nasal Cannula Failure in an Intensive Care Unit Using a Recurrent Neural Network With Transfer Learning and Input Data Perseveration: Retrospective Analysis

Autor: George Pappy, Melissa Aczon, Randall Wetzel, David Ledbetter

Publikováno v: JMIR medical informatics. 10(3)

Background High flow nasal cannula (HFNC) provides noninvasive respiratory support for children who are critically ill who may tolerate it more readily than other noninvasive ventilation (NIV) techniques such as bilevel positive airway pressure and c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0975efd5db54026a464592f8c2d01a98
https://pubmed.ncbi.nlm.nih.gov/35238792

Zobrazit plný text záznamu

Effect of mechanical ventilator weaning protocols on respiratory outcomes in infants and children: a randomized controlled trial

Autor: Adrienne G, Randolph, David, Wypij, Shekhar T, Venkataraman, James H, Hanson, Rainer G, Gedeit, Kathleen L, Meert, Peter M, Luckett, Peter, Forbes, Michelle, Lilley, John, Thompson, Ira M, Cheifetz, Patricia, Hibberd, Randall, Wetzel, Peter N, Cox, John H, Arnold

Publikováno v: JAMA. 288(20)

Ventilator management protocols shorten the time required to wean adult patients from mechanical ventilation. The efficacy of such weaning protocols among children has not been studied.To evaluate whether weaning protocols are superior to standard ca

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::ab595d79e176274e401fb8df52b0c4e2
https://pubmed.ncbi.nlm.nih.gov/17006381

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání