Machine Learning Prediction of Postoperative ...

Machine Learning Prediction of Postoperative Emergency ... - PubMed

A machine learning approach to predicting postoperative readmission can produce hospital-specific models for accurately predicting 30-day readmissions via ...

Artificial Intelligence and Machine Learning in Prediction of Surgical ...

This article aims to provide an overview of AI in predicting surgical complications using common machine learning and deep learning algorithms.

Use of Machine Learning to Identify Risks of Postoperative ...

Meaning These findings suggest that machine learning models using preoperative and intraoperative data can predict postoperative complications ...

Multi-center validation of machine learning model for preoperative ...

This study aimed to create a machine-learning prediction model for 30-day mortality after a non-cardiac surgery that adapts to the manageable amount of ...

Use of Machine Learning for Prediction of Patient Risk of ...

Variables associated with preoperative patient characteristics were used to design the models, while variables representing postoperative complications were ...

Explainable Machine Learning Model to Preoperatively Predict ...

Preoperative prediction of postoperative complications (PCs) in inpatients with cancer is challenging. We developed an explainable machine ...

Machine Learning Algorithm to Predict Postoperative Complications

This study's findings suggest that accurate data-based predictions of postoperative complications that are integrated with clinical workflow have the potential ...

Dynamic predictions of postoperative complications from ... - Nature

... machine learning models in predicting ... We applied integrated gradients to our multi-task deep learning postoperative prediction model.

Machine Learning Prediction of Postoperative Emergency ...

A machine learning approach to predicting postoperative readmission can produce hospital-specific models for accurately predicting 30-day readmissions via the ...

Machine learning for prediction of postoperative complications after ...

Here we aim to review the potential clinical relevance of ML to improving the prediction of postoperative complications in hepato-biliary and pancreatic ...

Machine learning prediction of postoperative unplanned 30-day ...

Machine learning algorithms can accurately predict postoperative unplanned 30-day readmission in elderly surgical patients.

Machine learning improves prediction of postoperative outcomes ...

Conclusion. In this systematic review and meta-analysis, we found a significant improvement in discriminatory ability when using ML over LR algorithms in ...

Effect of machine learning models on clinician prediction of ...

Anaesthesiologists might be able to mitigate risk if they know which patients are at greatest risk for postoperative complications. This trial ...

Machine learning models in clinical practice for the prediction of ...

Several authors have tried to use ML models to optimize postoperative management by predicting postoperative complications. Unfortunately, many ...

Prediction of Complications and Prognostication in Perioperative ...

Machine learning can analyze large, intricate data sets, learn from the data, and improve its performance over time. By enabling more accurate risk prediction ...

Machine learning prediction of postoperative major adverse ...

Postoperative major adverse cardiovascular events (MACEs) account for more than one-third of perioperative deaths.

Harnessing Machine Learning for Prediction of Postoperative ... - MDPI

Postoperative pulmonary complications (PPCs) are significant causes of postoperative morbidity and mortality. This study presents the ...

Machine learning to predict postoperative complications after ...

The aim of the present scoping review was to provide an overview of the available data investigating ML to predict postoperative complications after digestive ...

Fairness in the prediction of acute postoperative pain using machine ...

Despite promising overall performance in predicting acute postoperative pain, machine learning-based prediction models may be biased with ...

Machine Learning Prediction of Post-Operative Emergency ...

Machine Learning Prediction of Post-Operative Emergency. Department Hospital Readmission. Forthcoming, Anesthesiology. Velibor V. Mišić1, PhD*, Assistant ...