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2025	Glasgow Coma Scale, Revised Trauma Score, quick Sequential Organ Failure Assessment Score and the Modified Early Warning Score to predict the 7-day in-hospital mortality in patients with traumatic brain injury: a retrospective cohort study BMC Emergency Medicine Hua Xiang, Xueqing Zhang, Hua Tang, Li Tong, Boling Long, Jinhua Shen, Zeya Shi
2025	Soluble Urokinase Plasminogen Activator Receptor: A Promising Biomarker for Mortality Prediction Among Critical ED Patients International Journal of Molecular Sciences Piotr Wozniak, Mariusz Sieminski, Jan Pyrzowski, Rafael Petrosjan, Jakub Głogowski-Kulasza, Jakub Leszczyński-Czeczatka
2025	Acidosis as a promising early indicator of mortality among point-of-care parameters and vital signs in non-traumatic critically ill patients Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine Asen S. Georgiev, Tim Filla, Janina Dziegielewski, Katharina Bandmann, Peter Kienbaum, Jörg Distler, Lennert Böhm, Michael Bernhard, Mark Michael
2025	Modified Early Warning Score (MEWS) combined with biomarkers in predicting 7-day mortality in traumatic brain injury patients in the emergency department: a retrospective cohort study PeerJ Shouzhen Zhu, Yongqiang Yang, Boling Long, Li Tong, Jinhua Shen, Xueqing Zhang
2025	Machine learning-based predictions of healthcare contacts following emergency hospitalisation using electronic health records npj Digital Medicine Konstantin Georgiev, Dimitrios Doudesis, Joanne McPeake, Nicholas L. Mills, Susan D. Shenkin, Jacques D. Fleuriot, Atul Anand
2025	Modified Early Warning Score scores in the emergency department: Factors associated with changing scores to evaluate clinical improvement or deterioration International Journal of Critical Illness and Injury Science Lars I. Veldhuis, Miriam A. Visser, Laura M. Verweij, Prabath W. B. Nanayakkara, Jeroen Ludikhuize
2025	Artificial intelligence in emergency department triage: a scoping review on workload reduction and patient safety enhancement Journal of Korean Biological Nursing Science Seoyoung Kim, Soo-Hyun Nam, Jungmin Lee
2024	A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department Scientific Reports Zahra Rahmatinejad, Toktam Dehghani, Benyamin Hoseini, Fatemeh Rahmatinejad, Aynaz Lotfata, Hamidreza Reihani, Saeid Eslami
2023	Machine Learning Models Versus the National Early Warning Score System for Predicting Deterioration: Retrospective Cohort Study in the United Arab Emirates JMIR AI Hazem Lashen, Terrence Lee St John, Y Zaki Almallah, Madhu Sasidhar, Farah E Shamout
2023	Biomarkers in Disease: Methods, Discoveries and Applications Benjamin Shickel, Jeremy Balch, John R. Aggas, Tyler J. Loftus, Christian N. Kotanen, Parisa Rashidi, Anthony Guiseppi-Elie
2023	Use of Artificial Intelligence in Early Warning Score in Critical ill Patients: Scoping Review JURNAL INFO KESEHATAN Suhartini Ismail, Zahrotul Wardah, Adi Wibowo
2023	Modified Early Warning Score: Clinical Deterioration of Mexican Patients Hospitalized with COVID-19 and Chronic Disease Healthcare Nicolás Santiago González, María de Lourdes García-Hernández, Patricia Cruz-Bello, Lorena Chaparro-Díaz, María de Lourdes Rico-González, Yolanda Hernández-Ortega
2022	Biomarkers in Disease: Methods, Discoveries and Applications Benjamin Shickel, Jeremy Balch, John R. Aggas, Tyler J. Loftus, Christian N. Kotanen, Parisa Rashidi, Anthony Guiseppi-Elie
2021	Artificial intelligence model comparison for risk factor analysis of patent ductus arteriosus in nationwide very low birth weight infants cohort Scientific Reports Jae Yoon Na, Dongkyun Kim, Amy M. Kwon, Jin Yong Jeon, Hyuck Kim, Chang-Ryul Kim, Hyun Ju Lee, Joohyun Lee, Hyun-Kyung Park
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