Enhancing the Understanding of Abdominal Trauma During the COVID-19 Pandemic Through Co-Occurrence Analysis and Machine Learning

Employing advanced co-occurrence analysis enhanced with machine learning, we uncovered complex relationships between clinical and demographic variables often overlooked by traditional methods. This innovative approach provided deeper insights into the collective impact of various factors on patient outcomes. Our findings demonstrate the healthcare system's rapid adaptations during the pandemic and offer critical insights for optimizing medical strategies and developing personalized interventions in global crises.

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Publication Details

Journal
Diagnostics
Published
2024-10-31
DOI
https://doi.org/10.3390/diagnostics14212444
Citations
2
Primary Topic
COVID-19 and healthcare impacts
Type
article
Field-Weighted Citation Impact
0.57
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article

Enhancing the Understanding of Abdominal Trauma During the COVID-19 Pandemic Through Co-Occurrence Analysis and Machine Learning

D Rădulescu, Răzvan Mercuţ, Eleonora Daniela Ciupeanu-Călugăru, Dan Calafeteanu et al.
2 citations
Diagnostics
COVID-19 and healthcare impacts
0.57
article

Enhancing the Understanding of Abdominal Trauma During the COVID-19 Pandemic Through Co-Occurrence Analysis and Machine Learning

D Rădulescu, Răzvan Mercuţ, Eleonora Daniela Ciupeanu-Călugăru, Dan Calafeteanu, I Georgescu, Gheorghe-Jean Boldea, Ana Maria Boldea, Elena-Irina Caluianu, P Rădulescu, E Traşcă, Georgiana-Andreea Marinescu, E Georgescu
article en
2 citations

Abstract

Employing advanced co-occurrence analysis enhanced with machine learning, we uncovered complex relationships between clinical and demographic variables often overlooked by traditional methods. This innovative approach provided deeper insights into the collective impact of various factors on patient outcomes. Our findings demonstrate the healthcare system's rapid adaptations during the pandemic and offer critical insights for optimizing medical strategies and developing personalized interventions in global crises.

DiagnosticsVol. 14(21)
Clinical Emergency Hospital Bucharest (RO), University of Medicine and Pharmacy of Craiova (RO), University of Craiova (RO)
Good health and well-being
Openalex Percentile: Top 27%
COVID-19 and healthcare impacts
0.57
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