The role of lactate for sepsis in polytrauma patients, a time
related analysis using th IBM Watson trauma pathway explorer

J 2022

The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer

VETTER, Philipp; Ladislav MICA; Cedric NIGGLI; Richard CHALOUPKA; Jan HAMBRECHT et al.

Základní údaje

Originální název

The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer

Název česky

The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer

Autoři

VETTER, Philipp; Ladislav MICA; Cedric NIGGLI; Richard CHALOUPKA; Jan HAMBRECHT; Philipp NIGGLI; Jindřich VOMELA a Hans-Christoph PAPE

Vydání

Journal of Surgery and Research, Houston,Texas,USA, Fortune Journals, 2022, 2640-1002

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Utajení

není předmětem státního či obchodního tajemství

Označené pro přenos do RIV

Organizační jednotka

Lékařská fakulta

DOI

https://doi.org/10.26502/jsr.10020268

Klíčová slova anglicky

Watson trauma pathwas explorer, artificial intelligence, lactate, prediction, sepsis, polytrauma

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 25. 1. 2023 13:00, doc. MUDr. Richard Chaloupka, CSc.

Anotace

V originále

Lactate represented an independent predictor for sepsis from 12 to 48 h and 14 d to 21 d after admission relative to ISS levels. AUROC was poor at 2 and 12 h after admission with a slight improvement at the 12 h mark. Lactate levels decreased over time at a range of 2 [mmol/L] for 6-8 h after admission. These insights may allow for time-dependent referencing of lactate levels and anticipation of subsequent sepsis, although further parameters must be considered for a higher predictability.

Přiložené soubory

the-role-of-lactate-for-sepsis-in-polytrauma-patients-a-time-related-analysis-using-the-ibm__1__aiytquse.pdf Verze souboru

the-role-of-lactate-for-sepsis-in-polytrauma-patients-a-time-related-analysis-using-the-ibm__1_.pdf Verze souboru

Citovat

VETTER, Philipp; Ladislav MICA; Cedric NIGGLI; Richard CHALOUPKA; Jan HAMBRECHT; Philipp NIGGLI; Jindřich VOMELA a Hans-Christoph PAPE. The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer. Journal of Surgery and Research. Houston,Texas,USA: Fortune Journals, 2022, roč. 5, č. 4, s. 618-624. ISSN 2640-1002. Dostupné z: https://doi.org/10.26502/jsr.10020268.

@article{2249609,
   author = {Vetter, Philipp and Mica, Ladislav and Niggli, Cedric and Chaloupka, Richard and Hambrecht, Jan and Niggli, Philipp and Vomela, Jindřich and Pape, HansandChristoph},
   article_location = {Houston,Texas,USA},
   article_number = {4},
   doi = {https://doi.org/10.26502/jsr.10020268},
   keywords = {Watson trauma pathwas explorer, artificial intelligence, lactate, prediction, sepsis, polytrauma},
   language = {eng},
   issn = {2640-1002},
   journal = {Journal of Surgery and Research},
   title = {The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer},
   volume = {5},
   year = {2022}
}

TY  - JOUR
ID  - 2249609
AU  - Vetter, Philipp - Mica, Ladislav - Niggli, Cedric - Chaloupka, Richard - Hambrecht, Jan - Niggli, Philipp - Vomela, Jindřich - Pape, Hans-Christoph
PY  - 2022
TI  - The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer
JF  - Journal of Surgery and Research
VL  - 5
IS  - 4
SP  - 618-624
EP  - 618-624
PB  - Fortune Journals
SN  - 26401002
KW  - Watson trauma pathwas explorer, artificial intelligence, lactate, prediction, sepsis, polytrauma
N2  - Lactate represented an independent predictor for sepsis from 12 to 48 h and 14 d to 21 d after admission relative to ISS levels. AUROC was poor at 2 and 12 h after admission with a slight improvement at the 12 h mark. Lactate levels decreased over time at a range of 2 [mmol/L] for 6-8 h after admission. These insights may allow for time-dependent referencing of lactate levels and anticipation of subsequent sepsis, although further parameters must be considered for a higher predictability.
ER  -

VETTER, Philipp; Ladislav MICA; Cedric NIGGLI; Richard CHALOUPKA; Jan HAMBRECHT; Philipp NIGGLI; Jindřich VOMELA a Hans-Christoph PAPE. The role of lactate for sepsis in polytrauma patients, a time related analysis using th IBM Watson trauma pathway explorer. \textit{Journal of Surgery and Research}. Houston,Texas,USA: Fortune Journals, 2022, roč.~5, č.~4, s.~618-624. ISSN~2640-1002. Dostupné z: https://doi.org/10.26502/jsr.10020268.

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