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Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis.
Stocker M, Daunhawer I, van Herk W, El Helou S, Dutta S, Schuerman FABA, van den Tooren-de Groot RK, Wieringa JW, Janota J, van der Meer-Kappelle LH, Moonen R, Sie SD, de Vries E, Donker AE, Zimmerman U, Schlapbach LJ, de Mol AC, Hoffmann-Haringsma A, Roy M, Tomaske M, Kornelisse RF, van Gijsel J, Plötz FB, Wellmann S, Achten NB, Lehnick D, van Rossum AMC, Vogt JE. Stocker M, et al. Among authors: achten nb. Pediatr Infect Dis J. 2022 Mar 1;41(3):248-254. doi: 10.1097/INF.0000000000003344. Pediatr Infect Dis J. 2022. PMID: 34508027
Neonatal early-onset sepsis calculator recommended significantly less empiric antibiotic treatment than national guidelines.
van der Weijden BM, Achten NB, Bekhof J, Evers EE, van Dongen O, Rijpert M, Kamps AWA, Ten Tusscher GW, van Houten MA, Plötz FB. van der Weijden BM, et al. Among authors: achten nb. Acta Paediatr. 2020 Dec;109(12):2549-2551. doi: 10.1111/apa.15391. Epub 2020 Jun 17. Acta Paediatr. 2020. PMID: 32497338 Free PMC article. No abstract available.
35 results