Back to search

Article

A Random Forest Algorithm-Based Prediction Model for Moderate to Severe Acute Postoperative Pain After Orthopedic Surgery Under General Anesthesia

2023-05-30

Abstract excerpt

<h4>Background: </h4> Postoperative pain is one of the most common complications after surgery. In order to detect early and intervene in time for moderate to severe postoperative pain, it is necessary to identify risk factors and construct clinical prediction models. This study aimed to identify significant risk factors and establish a better-performing model to predict moderate to severe acute postoperative pain...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
ac461f4d-2a85-5d2b-bc6b-caa309fbf49a
DOI
10.21203/rs.3.rs-2969052/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A Random Forest Algorithm-Based Prediction Model for Moderate to Severe Acute Postoperative Pain After Orthopedic Surgery Under General AnesthesiaDOI 10.21203/rs.3.rs-2969052/v1
Characterization of self-anticipated surgical pain prior to general anesthesia - a prospective observational studySemantic proximity
Effect of the type of anesthesia on early movement after hip and knee joint replacement operations: A comparative study between general and spinal anesthesiaSemantic proximity
Development and validation of a nomogram model for predicting postoperative delirium in older adults undergoing free flap reconstruction after oral cancer surgerySemantic proximity
Peri-anesthesia Period Machine-Learning Model for Poor Outcome in Emergency Surgery PatientsSemantic proximity
The comparison of spinal anesthesia with general anesthesia on the postoperative pain scores and analgesic requirements after elective lower abdominal surgerySemantic proximity
Development and validation of a novel nomogram to predict the risk of the prolonged postoperative length of stay for lumbar spinal stenosis patientsSemantic proximity
Risk factors of pulmonary complications after spine surgery and a risk assessment table was established: a retrospective cohort studySemantic proximity
Surgical frequency analysis of patients clustered according to postoperative pain trajectory: A retrospective studySemantic proximity
High Frequency Variability Index in predicting postoperative analgesia in patients undergoing video/robotic-assisted thoracoscopic surgery under a combination of general anesthesia and peripheral nerve block: a prospective, observational studySemantic proximity
Development and validation of a machine learning-based risk model for prolonged length of stay after laparoscopic gastrointestinal surgery in women: A secondary analysis of the FDP-PONV trailSemantic proximity
Incidence, Associated Risk Factors, and Outcomes of Postoperative Anxiety in Elderly: a retrospective studySemantic proximity
Assessing the Relationship Between Preoperative Anxiety and Postoperative RecoverySemantic proximity
Select a neighboring publication to make it the new centre.