Development of an automated, general-purpose prediction tool for postoperative respiratory failure using machine learning: a retrospective cohort study

ME Kiyatkin, B Aasman, MJ Fazzari, MI Rudolph… - Journal of Clinical …, 2023 - Elsevier
Study objective Postoperative respiratory failure is a major surgical complication and key
quality metric. Existing prediction tools underperform, are limited to specific populations, and …

Integrating StEP-COMPAC definition and enhanced recovery after surgery status in a machine-learning-based model for postoperative pulmonary complications in …

S Li, Y Lu, H Zhang, C Ma, H **ao, Z Liu, S Zhou… - … Critical Care & Pain …, 2024 - Elsevier
Abstract Background Postoperative pulmonary complications (PPCs) contribute to high
mortality rates and impose significant financial burdens. In this study, a machine learning …

Performance comparison of pulmonary risk scoring systems in lung resection

A Zorrilla-Vaca, MC Grant, M Rehman, P Sarin… - Journal of cardiothoracic …, 2023 - Elsevier
Objective To validate and compare the performance of different pulmonary risk scoring
systems to predict postoperative pulmonary complications (PPCs) in lung resection surgery …

A transcriptomic approach to understand patient susceptibility to pneumonia after abdominal surgery

HD Torrance, P Zhang, ER Longbottom, Y Mi… - Annals of …, 2024 - journals.lww.com
Objective: To describe immune pathways and gene networks altered following major
abdominal surgery and to identify transcriptomic patterns associated with postoperative …

A prognostic model for use before elective surgery to estimate the risk of postoperative pulmonary complications (GSU-Pulmonary Score): a development and …

L Bravo, JFF Simões, VR Cardoso, A Adisa… - The Lancet Digital …, 2024 - thelancet.com
Background Pulmonary complications are the most common cause of death after surgery.
This study aimed to derive and externally validate a novel prognostic model that can be …

[HTML][HTML] Physiotherapy management of major abdominal surgery

I Boden - Journal of Physiotherapy, 2024 - Elsevier
Abdominal surgery is the most common type of major surgery conducted in the world. It is
performed in public and private facilities in major metropolitan hospitals, rural/regional …

[HTML][HTML] Assessment and modification of cardiovascular risk in non-cardiac surgery. Clinical guidelines 2023

AN Sumin, DV Duplyakov, FI Belyalov… - Russian Journal of …, 2023 - russjcardiol.elpub.ru
Assessment and modification of cardiovascular risk in non-cardiac surgery. Clinical guidelines
2023 | Sumin | Russian Journal of Cardiology Russian Journal of Cardiology eng | рус User …

Development and validation of an interpretable Markov-embedded multilabel model for predicting risks of multiple postoperative complications among surgical …

X Yu, L Zhang, Q He, Y Huang, P Wu… - … Journal of Surgery, 2024 - journals.lww.com
Background: When they encounter various highly related postoperative complications,
existing risk evaluation tools that focus on single or any complications are inadequate in …

Predicting postoperative pulmonary infection risk in patients with diabetes using machine learning

C Zhao, B **ang, J Zhang, P Yang, Q Liu… - Frontiers in …, 2024 - frontiersin.org
Background Patients with diabetes face an increased risk of postoperative pulmonary
infection (PPI). However, precise predictive models specific to this patient group are lacking …

External validation of the CARDOT score for predicting respiratory complications after thoracic surgery

T Pipanmekaporn, P Kitswat, P Leurcharusmee… - BMC …, 2024 - Springer
Background The CARDOT scores have been developed for prediction of respiratory
complications after thoracic surgery. This study aimed to externally validate the CARDOT …