AI-driven prediction for the disposition of medium-risk incidents visiting emergency departments

Author:

Ketseridou Smaranda Nafsika1,Logaras Evangelos1,Billis Antonis1,Zouka Maria2,Fyntanidou Barbara2,Bamidis Panagiotis1

Affiliation:

1. Lab of Medical Physics & Digital Innovation, Aristotle University of Thessaloniki, Greece

2. AHEPA General University Hospital of Thessaloniki, Greece

Funder

Operational Program Competitiveness, Entrepreneurship and Innovation, under the call Research ? Create ? Innovate

Publisher

ACM

Reference21 articles.

1. Angela Estey , Kathleen Ness , Duncan L. Saunders , Arif Alibhai , Robert A. Bear . 2003. Understanding the causes of overcrowding in emergency departments in the Capital Health Region in Alberta: a focus group study. CJEM. 2003 ; 5 (2):87–94. PMID : 17475097. Angela Estey, Kathleen Ness, Duncan L. Saunders, Arif Alibhai, Robert A. Bear. 2003. Understanding the causes of overcrowding in emergency departments in the Capital Health Region in Alberta: a focus group study. CJEM. 2003; 5 (2):87–94. PMID: 17475097.

2. Christien M. Van der Linden , Munawar Khursheed , Khairunnissa Hooda , Jesse M. Pines , Naomi Van Der Linden . 2017 . Two emergency departments, 6000 km apart: Differences in patient flow and staff perceptions about crowding. Int Emerg Nurs. 2017; 35:30–6. https://doi.org/10.1016/j.ienj.2017.06.002 PMID : 28659247 Christien M. Van der Linden, Munawar Khursheed, Khairunnissa Hooda, Jesse M. Pines, Naomi Van Der Linden. 2017. Two emergency departments, 6000 km apart: Differences in patient flow and staff perceptions about crowding. Int Emerg Nurs. 2017; 35:30–6. https://doi.org/10.1016/j.ienj.2017.06.002 PMID: 28659247

3. Maaike A. P. Janssen , Theo van Achterberg , Marian J. M. Adriaansen , Caroline S. Kampshoff , Donna M. J. Schalk , Joke Mintjes-de Groot . 2012 . Factors influencing the implementation of the guideline triage in emergency departments: a qualitative study. J Clin Nurs. 2012 Feb;21(3-4):437-47. doi: 10.1111/j.1365-2702.2011.03921.x. Epub 2011 Dec 16. PMID : 22171544. Maaike A. P. Janssen, Theo van Achterberg, Marian J. M. Adriaansen, Caroline S. Kampshoff, Donna M. J. Schalk, Joke Mintjes-de Groot. 2012. Factors influencing the implementation of the guideline triage in emergency departments: a qualitative study. J Clin Nurs. 2012 Feb;21(3-4):437-47. doi: 10.1111/j.1365-2702.2011.03921.x. Epub 2011 Dec 16. PMID: 22171544.

4. David R. Eitel Debbie A. Travers Alexander M. Rosenau Nicki Gilboy Richard C. Wuerz. 2003. The emergency severity index triage algorithm version 2 is reliable and valid. Acad Emerg Med. 2003 Oct;10(10):1070-80. doi: 10.1111/j.1553-2712.2003.tb00577.x. PMID: 14525740. David R. Eitel Debbie A. Travers Alexander M. Rosenau Nicki Gilboy Richard C. Wuerz. 2003. The emergency severity index triage algorithm version 2 is reliable and valid. Acad Emerg Med. 2003 Oct;10(10):1070-80. doi: 10.1111/j.1553-2712.2003.tb00577.x. PMID: 14525740.

5. Christopher Houston Leon D Sanchez Christopher Fischer Kathryn Volz Richard Wolfe. 2015. Waiting for triage: unmeasured time in patient flow. The western journal of emergency medicine 16(1) 39–42. https://doi.org/10.5811/westjem.2014.11.22824 Christopher Houston Leon D Sanchez Christopher Fischer Kathryn Volz Richard Wolfe. 2015. Waiting for triage: unmeasured time in patient flow. The western journal of emergency medicine 16(1) 39–42. https://doi.org/10.5811/westjem.2014.11.22824

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