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Using Machine Learning Techniques to Predict Hospital Admission at the Emergency Department Cover

Using Machine Learning Techniques to Predict Hospital Admission at the Emergency Department

The Journal of Critical Care Medicine
Volume 8 (2022): Issue 2 (April 2022)
By: Georgios Feretzakis,  George Karlis,  Evangelos Loupelis,  Dimitris Kalles,  Rea Chatzikyriakou,  Nikolaos Trakas,  Eugenia Karakou,  Aikaterini Sakagianni,  Lazaros Tzelves,  Stavroula Petropoulou,  Aikaterini Tika,  Ilias Dalainas and  Vasileios Kaldis  
Open Access
|May 2022

Authors

Georgios Feretzakis

Sismanogleio General Hospital, Athens, Greece
Hellenic Open University, Patras, Greece

George Karlis

georgekarlis@yahoo.com

Sotiria General Hospital of Chest Diseases of Athens, Athens, Greece

Evangelos Loupelis

Sismanogleio General Hospital, Athens, Greece

Dimitris Kalles

Hellenic Open University, Patras, Greece

Rea Chatzikyriakou

Sismanogleio General Hospital, Athens, Greece

Nikolaos Trakas

Sismanogleio General Hospital, Athens, Greece

Eugenia Karakou

Sismanogleio General Hospital, Athens, Greece

Aikaterini Sakagianni

Sismanogleio General Hospital, Athens, Greece

Lazaros Tzelves

Sismanogleio General Hospital, Athens, Greece

Stavroula Petropoulou

Sismanogleio General Hospital, Athens, Greece

Aikaterini Tika

Sismanogleio General Hospital, Athens, Greece

Ilias Dalainas

Sismanogleio General Hospital, Athens, Greece

Vasileios Kaldis

Sismanogleio General Hospital, Athens, Greece
DOI: https://doi.org/10.2478/jccm-2022-0003 | Journal eISSN: 2393-1817 | Journal ISSN: 2393-1809
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Language: English
Page range: 107 - 116
Submitted on: Aug 26, 2021
|
Accepted on: Apr 4, 2022
|
Published on: May 12, 2022
Published by: University of Medicine, Pharmacy, Science and Technology of Targu Mures
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
emergency department,
emergency medicine,
machine learning techniques,
artificial intelligence,
biomarkers
Related subjects:
Medicine,
Clinical medicine,
Internal medicine,
Internal medicine, other,
Surgery,
Surgery, other,
Anaesthesiology,
Emergency medicine and intensive-care medicine

© 2022 Georgios Feretzakis, George Karlis, Evangelos Loupelis, Dimitris Kalles, Rea Chatzikyriakou, Nikolaos Trakas, Eugenia Karakou, Aikaterini Sakagianni, Lazaros Tzelves, Stavroula Petropoulou, Aikaterini Tika, Ilias Dalainas, Vasileios Kaldis, published by University of Medicine, Pharmacy, Science and Technology of Targu Mures
This work is licensed under the Creative Commons Attribution 4.0 License.

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