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- Development and Validation of a Machine Learning Model to ...🔍
- Machine Learning Model to Identify Patients at High Risk for ...🔍
- Prediction of Complications and Prognostication in Perioperative ...🔍
- Explainable Machine Learning Model to Preoperatively Predict ...🔍
- Comparison of Machine Learning Models Including Preoperative ...🔍
Multi|center validation of machine learning model for preoperative ...
Multi-center validation of machine learning model for preoperative ...
Accurate prediction of postoperative mortality is important for not only successful postoperative patient care but also for ...
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 clinical ...
[PDF] Multi-center validation of machine learning model for ...
Multi-center validation of machine learning model for preoperative prediction of postoperative mortality · Seung Wook Lee, Hyung‐Chul Lee, +6 authors. Yi-Jun Kim ...
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 ...
Multicentre validation of a machine learning model for predicting ...
S.W. Lee et al. Multi-center validation of machine learning model for preoperative prediction of postoperative mortality. NPJ Digit Med. (2022). S.H. Park et ...
Multicentre validation of a machine learning model for predicting ...
19. Lee, S.W. ∙ Lee, H.-C. ∙ Suh, J. ... Multi-center validation of machine learning model for preoperative prediction of postoperative mortality. NPJ ...
Development and Validation of a Machine Learning Model to ...
A comparison of mortality prediction using the University of Pittsburgh Medical Center (UPMC) perioperative risk model and National Surgical ...
Multi-center validation of machine learning model for preoperative ...
Dive into the research topics of 'Multi-center validation of machine learning model for preoperative prediction of postoperative mortality'. Together they form ...
Machine Learning Model to Identify Patients at High Risk for ...
... preoperative optimization by medical and perioperative teams in the UPMC Center for Perioperative Care. ... validation of machine learning models ...
Multi-center validation of machine learning model for preoperative ...
AbstractAccurate prediction of postoperative mortality is important for not only successful postoperative patient care but also for information-based shared ...
Multi-center validation of machine learning model for preoperative ...
Multi-center validation of machine learning model for preoperative prediction of postoperative mortality. Seung-Wook Lee 1. ,. Hyung-Chul Lee 2. ,. Jungyo Suh* ...
Prediction of Complications and Prognostication in Perioperative ...
... models developed or validated in perioperative ... Multi-center validation of machine learning model for preoperative prediction of postoperative mortality.
Explainable Machine Learning Model to Preoperatively Predict ...
The explainable ML model performs well in the cross-validation and test sets in the prediction of PCs. Features that contributed the most to the ...
Comparison of Machine Learning Models Including Preoperative ...
This prognostic study compares machine learning models that use preoperative, intraoperative, and postoperative data to predict mortality ...
Utilizing Machine Learning Methods for Preoperative Prediction of ...
To compare the performance of machine learning models against the traditionally derived Combined Assessment of Risk Encountered in Surgery (CARES) model and the ...
An Automated Machine Learning-based Model Predicts ...
Multi-center validation of machine learning model for preoperative prediction of postoperative mortality. Article. Full-text available. Jul 2022.
Development and validation of a machine learning ASA-score to ...
The ASA physical status (ASA-PS) is determined by an anesthesia provider or surgeon to communicate co-morbidities relevant to perioperative risk. Assigning an ...
Machine Learning for the Prediction of Procedural Case Durations ...
... perioperative; algorithm development; validation; patient communication; surgical procedure; prediction model. Introduction. Background. Across ...
Development and Validation of a Machine Learning Model to ...
A gradient-boosted decision tree machine learning method was used for developing a preoperative surgical risk prediction tool. The Shapley ...
Machine learning in perioperative medicine: a systematic review
... model, and its validation. The checklist ... model and machine learning analysis based on 1,826 cases in a single Singapore center.