Distinguishing neonatal culture-negative sepsis from rule-out sepsis with artificial intelligence-derived graphs
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Publisher
Springer Science and Business Media LLC
Link
https://www.nature.com/articles/s41390-024-03458-z.pdf
Reference7 articles.
1. Fleischmann, C. et al. Global incidence and mortality of neonatal sepsis: a systematic review and meta-analysis. Arch. Dis. Child. 106, 745–752 (2021).
2. Cantey, J. B. & Baird, S. D. Ending the culture of culture-negative sepsis in the neonatal ICU. Pediatrics 140, e20170044 (2017).
3. Ting, J. Y. et al. Association between antibiotic use and neonatal mortality and morbidities in very low-birth-weight infants without culture-proven sepsis or necrotizing enterocolitis. JAMA Pediatr. 170, 1181–1187 (2016).
4. Klingenberg, C., Kornelisse, R. F., Buonocore, G., Maier, R. F. & Stocker, M. Culture-negative early-onset neonatal sepsis—at the crossroad between efficient sepsis care and antimicrobial stewardship. Front. Pediatr. 6, 285 (2018).
5. Li, M. M., Huang, K. & Zitnik, M. Graph representation learning in biomedicine and healthcare. Nat. Biomed. Eng. 6, 1353–1369 (2022).
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