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Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients.
Montomoli J, Romeo L, Moccia S, Bernardini M, Migliorelli L, Berardini D, Donati A, Carsetti A, Bocci MG, Wendel Garcia PD, Fumeaux T, Guerci P, Schüpbach RA, Ince C, Frontoni E, Hilty MP; RISC-19-ICU Investigators. Montomoli J, et al. Among authors: hilty mp. J Intensive Med. 2021 Oct 22;1(2):110-116. doi: 10.1016/j.jointm.2021.09.002. eCollection 2021 Oct. J Intensive Med. 2021. PMID: 36785563 Free PMC article.
Bacterial pulmonary superinfections are associated with longer duration of ventilation in critically ill COVID-19 patients.
Buehler PK, Zinkernagel AS, Hofmaenner DA, Wendel Garcia PD, Acevedo CT, Gómez-Mejia A, Mairpady Shambat S, Andreoni F, Maibach MA, Bartussek J, Hilty MP, Frey PM, Schuepbach RA, Brugger SD. Buehler PK, et al. Among authors: hilty mp. Cell Rep Med. 2021 Apr 20;2(4):100229. doi: 10.1016/j.xcrm.2021.100229. Epub 2021 Mar 14. Cell Rep Med. 2021. PMID: 33748789 Free PMC article.
Implications of early respiratory support strategies on disease progression in critical COVID-19: a matched subanalysis of the prospective RISC-19-ICU cohort.
Wendel Garcia PD, Aguirre-Bermeo H, Buehler PK, Alfaro-Farias M, Yuen B, David S, Tschoellitsch T, Wengenmayer T, Korsos A, Fogagnolo A, Kleger GR, Wu MA, Colombo R, Turrini F, Potalivo A, Rezoagli E, Rodríguez-García R, Castro P, Lander-Azcona A, Martín-Delgado MC, Lozano-Gómez H, Ensner R, Michot MP, Gehring N, Schott P, Siegemund M, Merki L, Wiegand J, Jeitziner MM, Laube M, Salomon P, Hillgaertner F, Dullenkopf A, Ksouri H, Cereghetti S, Grazioli S, Bürkle C, Marrel J, Fleisch I, Perez MH, Baltussen Weber A, Ceruti S, Marquardt K, Hübner T, Redecker H, Studhalter M, Stephan M, Selz D, Pietsch U, Ristic A, Heise A, Meyer Zu Bentrup F, Franchitti Laurent M, Fodor P, Gaspert T, Haberthuer C, Colak E, Heuberger DM, Fumeaux T, Montomoli J, Guerci P, Schuepbach RA, Hilty MP, Roche-Campo F; RISC-19-ICU Investigators. Wendel Garcia PD, et al. Among authors: hilty mp. Crit Care. 2021 May 25;25(1):175. doi: 10.1186/s13054-021-03580-y. Crit Care. 2021. PMID: 34034782 Free PMC article.
How to Synchronize Longitudinal Patient Data With the Underlying Disease Progression: A Pilot Study Using the Biomarker CRP for Timing COVID-19.
Maibach MA, Allam A, Hilty MP, Perez Gonzalez NA, Buehler PK, Wendel Garcia PD, Brugger SD, Ganter CC; CoViD-19 ICU-Research Group Zurich; RISC-19-ICU Investigators; Krauthammer M, Schuepbach RA, Bartussek J. Maibach MA, et al. Among authors: hilty mp. Front Med (Lausanne). 2021 Jul 8;8:607594. doi: 10.3389/fmed.2021.607594. eCollection 2021. Front Med (Lausanne). 2021. PMID: 34307391 Free PMC article.
mRNA-based SARS-CoV-2 vaccination is associated with reduced ICU admission rate and disease severity in critically ill COVID-19 patients treated in Switzerland.
Hilty MP, Keiser S, Wendel Garcia PD, Moser A, Schuepbach RA; RISC-19-ICU Investigators for Switzerland. Hilty MP, et al. Intensive Care Med. 2022 Mar;48(3):362-365. doi: 10.1007/s00134-021-06610-z. Epub 2022 Jan 20. Intensive Care Med. 2022. PMID: 35050384 Free PMC article. No abstract available.
71 results