Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach

R. Andrew Taylor; Joseph R. Pare; Arjun K. Venkatesh; Hani Mowafi; Edward R. Melnick; William Fleischman; M. Kennedy Hall

doi:10.1111/acem.12876

Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach

Academic Emergency Medicine ◽

10.1111/acem.12876 ◽

2016 ◽

Vol 23 (3) ◽

pp. 269-278 ◽

Cited By ~ 146

Author(s):

R. Andrew Taylor ◽

Joseph R. Pare ◽

Arjun K. Venkatesh ◽

Hani Mowafi ◽

Edward R. Melnick ◽

...

Keyword(s):

Machine Learning ◽

Emergency Department ◽

Big Data ◽

Hospital Mortality ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Emergency Department Patients

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Retrospective identification of latent subgroups of emergency department patients: A machine learning approach

Emergency Medicine Australasia ◽

10.1111/1742-6723.13875 ◽

2021 ◽

Author(s):

Kalpani I Duwalage ◽

Ellen Burkett ◽

Gentry White ◽

Andy Wong ◽

M Helen Thompson

Keyword(s):

Machine Learning ◽

Emergency Department ◽

Learning Approach ◽

Machine Learning Approach ◽

Latent Subgroups ◽

Emergency Department Patients

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The Prediction of Flight Delay: Big Data-driven Machine Learning Approach

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) ◽

10.1109/ieem45057.2020.9309919 ◽

2020 ◽

Author(s):

Jiage Huo ◽

K. L. Keung ◽

C. K. M. Lee ◽

Kam K. H. Ng ◽

K.C. Li

Keyword(s):

Machine Learning ◽

Big Data ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Flight Delay

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Clinical Features of Emergency Department Patients from Early COVID-19 Pandemic that Predict SARS-CoV-2 Infection: Machine-learning Approach

Western Journal of Emergency Medicine ◽

10.5811/westjem.2020.12.49370 ◽

2021 ◽

Vol 22 (2) ◽

Author(s):

Eric Chou ◽

◽

Chih-Hung Wang ◽

Yu-Lin Hsieh ◽

Babak Namazi ◽

...

Keyword(s):

Machine Learning ◽

Emergency Department ◽

Clinical Features ◽

Learning Approach ◽

Machine Learning Approach ◽

Emergency Department Patients

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Joint Statistical and Machine Learning Approach for Practical Data-Driven Assessment of User Throughput Quality in Microcellular Radio Networks

Wireless Personal Communications ◽

10.1007/s11277-021-08300-x ◽

2021 ◽

Author(s):

Isabona Joseph

Keyword(s):

Machine Learning ◽

Radio Networks ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

User Throughput

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Accurate Energy Forecast in Buildings: A Data Driven Machine Learning Approach

2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE) ◽

10.1109/ccece.2019.8861583 ◽

2019 ◽

Cited By ~ 1

Author(s):

Alain B. Tchagang ◽

Araz Ashouri

Keyword(s):

Machine Learning ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Energy Forecast

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Large Vessel Occlusion Prediction in the Emergency Department with National Institutes of Health Stroke Scale Components: A Machine Learning Approach

Journal of Stroke and Cerebrovascular Diseases ◽

10.1016/j.jstrokecerebrovasdis.2021.106030 ◽

2021 ◽

Vol 30 (10) ◽

pp. 106030

Author(s):

Donglai Huo ◽

Michelle Leppert ◽

Rebecca Pollard ◽

Sharon N. Poisson ◽

Xiang Fang ◽

...

Keyword(s):

Machine Learning ◽

Emergency Department ◽

National Institutes Of Health ◽

Large Vessel ◽

Learning Approach ◽

Large Vessel Occlusion ◽

Vessel Occlusion ◽

Machine Learning Approach ◽

Occlusion Prediction

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Application of data driven machine learning approach for modelling of non-linear filtration through granular porous media

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2021.121650 ◽

2021 ◽

Vol 179 ◽

pp. 121650

Author(s):

Ashes Banerjee ◽

Srinivas Pasupuleti ◽

Koushik Mondal ◽

M. Mousavi Nezhad

Keyword(s):

Machine Learning ◽

Porous Media ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Non Linear ◽

Granular Porous Media ◽

Linear Filtration

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Investigating the Effect of Inter-letter Spacing Modulation on Data-Driven Detection of Developmental Dyslexia Based on Eye-Movement Correlates of Reading: A Machine Learning Approach

Pattern Recognition. ICPR International Workshops and Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-68796-0_34 ◽

2021 ◽

pp. 467-481

Author(s):

János Szalma ◽

Kathleen Kay Amora ◽

Zoltán Vidnyánszky ◽

Béla Weiss

Keyword(s):

Machine Learning ◽

Eye Movement ◽

Developmental Dyslexia ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach

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Big Data Prediction in Location-Aware Wireless Caching: A Machine Learning Approach

2019 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/globecom38437.2019.9014068 ◽

2019 ◽

Author(s):

Yunzhe Qi ◽

Zhong Yang ◽

Zhijin Qin ◽

Yuanwei Liu ◽

Yue Chen

Keyword(s):

Machine Learning ◽

Big Data ◽

Learning Approach ◽

Location Aware ◽

Data Prediction ◽

Machine Learning Approach

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Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

Scandinavian Journal of Trauma Resuscitation and Emergency Medicine ◽

10.1186/s13049-020-00738-5 ◽

2020 ◽

Vol 28 (1) ◽

Author(s):

Ahmad Abujaber ◽

Adam Fadlalla ◽

Diala Gammoh ◽

Husham Abdelrahman ◽

Monira Mollazehi ◽

...

Keyword(s):

Machine Learning ◽

Traumatic Brain Injury ◽

Brain Injury ◽

Hospital Mortality ◽

Trauma Registry ◽

Learning Approach ◽

National Trauma ◽

Machine Learning Approach ◽

Post Traumatic

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