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A Neonatal Imaging Model of Gram-Negative Bacterial Sepsis
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Distinguishing neonatal culture-negative sepsis from rule-out sepsis with artificial intelligence-derived graphs
Emma Holmes1,2, Justin Kauffman3,4, Courtney Juliano5
1Division of Newborn Medicine, Mount Sinai Hospital, New York, NY, USA. emma.holmes@mountsinai.org.
Pediatric Research
|August 15, 2024
Abstract
Impact:
Novel artificial intelligence methods can aide in identification of cases of conditions using only unstructured electronic health record data. This graph-based method compares comprehensive electronic health records among neonates using temporal data. This provides a scalable solution to distinguish culture negative sepsis from rule out sepsis using a data-driven method.
