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Erschienen in: Surgery Today 9/2019

27.03.2019 | Original Article

Development and validation of a nomogram predicting postoperative pneumonia after major abdominal surgery

verfasst von: Keishi Kawasaki, Mariko Yamamoto, Yusuke Suka, Yohei Kawasaki, Kyoji Ito, Daisuke Koike, Takatoshi Furuya, Motoki Nagai, Yukihiro Nomura, Nobutaka Tanaka, Yoshikuni Kawaguchi

Erschienen in: Surgery Today | Ausgabe 9/2019

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Abstract

Purpose

Postoperative pneumonia (POP) is a common complication that can adversely affect the outcomes after surgery. This study aimed to devise and validate a model for stratifying the probability of POP in patients undergoing abdominal surgery.

Methods

We included 1050 patients who underwent major abdominal surgery between 2012 and 2013. A nomogram was devised by evaluating the predictive factors for POP.

Results

Of the 1050 patients, 56 (5.3%) developed POP. Multivariable logistic regression analysis revealed that the independent predictive factors for POP were age, male sex, history of cerebrovascular disease, Brinkman Index (BI) ≥ 900, and upper midline incision. A nomogram was devised by employing these five significant predictive factors. The prediction model showed a relatively good discrimination performance, with a concordance index of 0.77.

Conclusions

A nomogram based on age, male sex, history of cerebrovascular disease, BI ≥ 900, and upper midline incision may be useful for identifying patients with a high probability of developing POP after major abdominal surgery.
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Metadaten
Titel
Development and validation of a nomogram predicting postoperative pneumonia after major abdominal surgery
verfasst von
Keishi Kawasaki
Mariko Yamamoto
Yusuke Suka
Yohei Kawasaki
Kyoji Ito
Daisuke Koike
Takatoshi Furuya
Motoki Nagai
Yukihiro Nomura
Nobutaka Tanaka
Yoshikuni Kawaguchi
Publikationsdatum
27.03.2019
Verlag
Springer Singapore
Erschienen in
Surgery Today / Ausgabe 9/2019
Print ISSN: 0941-1291
Elektronische ISSN: 1436-2813
DOI
https://doi.org/10.1007/s00595-019-01796-8

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