Prediction of complications and prognostication in perioperative medicine: a systematic review and PROBAST assessment of machine learning tools
P Arina, MR Kaczorek, DA Hofmaenner… - …, 2024 - pubs.asahq.org
Background The utilization of artificial intelligence and machine learning as diagnostic and
predictive tools in perioperative medicine holds great promise. Indeed, many studies have …
predictive tools in perioperative medicine holds great promise. Indeed, many studies have …
A Narrative Review on Intraoperative Adverse Events: Risks, Prevention, and Mitigation
N Kawa, T Araji, H Kaafarani, SW Adra - Journal of Surgical Research, 2024 - Elsevier
Introduction Adverse events from surgical interventions are common. They can occur at
various stages of surgical care, and they carry a heavy burden on the different parties …
various stages of surgical care, and they carry a heavy burden on the different parties …
Machine learning algorithms to predict intraoperative hemorrhage in surgical patients: a modeling study of real-world data in Shanghai, China
Y Shi, G Zhang, C Ma, J Xu, K Xu, W Zhang… - BMC Medical Informatics …, 2023 - Springer
Background Prediction tools for various intraoperative bleeding events remain scarce. We
aim to develop machine learning-based models and identify the most important predictors …
aim to develop machine learning-based models and identify the most important predictors …
Factors associated with unintended perianesthesia hypothermia
RJ Keneally, ER Heinz, EM Jaffe, BI Niak… - Baylor University …, 2024 - Taylor & Francis
Background Our hypothesis was that total intravenous anesthesia (TIVA) is associated with
an increase in hypothermia. Methods Inclusion criteria were patients from the National …
an increase in hypothermia. Methods Inclusion criteria were patients from the National …
Supervised learning techniques for blood product prediction in patients with hematologic diseases: a multi-centre study in Western Algeria
Blood transfusion is a medical procedure that involves transfusing blood or one of its
components from one or more donors into a patient. Digital technology and machine …
components from one or more donors into a patient. Digital technology and machine …
Interpretable Machine Learning Regressors for Mild Hypothermia Prediction in General Surgical Operations
MF Kalyango, EEY Wilson… - … on Trends in …, 2023 - ieeexplore.ieee.org
Hypothermia is a medical emergency that occurs when there is a low body temperature from
the normal body temperature of 35oC. The occurrence of this emergency reportedly ranges …
the normal body temperature of 35oC. The occurrence of this emergency reportedly ranges …
Risk Factors of Blood Transfusion During Cesarean Section
P Hu, X Zhang - 2022 - researchsquare.com
Backgroud: this work was to explore the risk factors of postpartum hemorrhage among
puerperae in XX Hospital, and to analyze the influence of high risk factors of postpartum …
puerperae in XX Hospital, and to analyze the influence of high risk factors of postpartum …
[引用][C] Retracted: Prediction and Evaluation of Machine Learning Algorithm for Prediction of Blood Transfusion during Cesarean Section and Analysis of Risk Factors …
CM Methods in Medicine - 2023 - Wiley Online Library
Retracted: Prediction and Evaluation of Machine Learning Algorithm for Prediction of Blood
Transfusion during Cesarean Section a Page 1 Retraction Retracted: Prediction and Evaluation …
Transfusion during Cesarean Section a Page 1 Retraction Retracted: Prediction and Evaluation …