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NCT05569460 Clinical Trial

Construction of Perioperative Medical Data Platform and Its Typical Practice to Predict Postoperative Acute Moderate to Severe Pain With Machine Learning Models

Anesthesia Clinical Trial

Official title:
Construction of Perioperative Medical Data Platform and Its Typical Practice to Predict Postoperative Acute Moderate to Severe Pain With Machine Learning Models

Clinical Trial Details — Status: Recruiting

Administrative data
NCT number NCT05569460
Other study ID # Guangdong2nd
Secondary ID
Status Recruiting
Phase
First received
Last updated
Start date October 2022
Est. completion date December 2023

Study information
Verified date October 2022
Source Guangdong Second Provincial General Hospital
Contact n/a
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

Data intelligence platform was widely used to facilitate the process of clinical research. However, a platform that integrates natural language processing (NLP) and machine learning (ML) algorithms has not been reported in perioperative medical management.

Recruitment information / eligibility
Status Recruiting
Enrollment 6500
Est. completion date December 2023
Est. primary completion date October 2023
Accepts healthy volunteers Accepts Healthy Volunteers
Gender All
Age group 18 Years to 80 Years
Eligibility Inclusion Criteria: - Patients were included if they were above 18 years old, undergoing non-local anesthesia surgery. Exclusion Criteria: - The basic information such gender, age, height, weight, and body mass index (BMI) were missing. - Patients undergoing day surgery, with a history of multiple operations, or entering ICU after surgery, and losing the NRS score during movement at 24h after surgery.

Study Design

Related Conditions & MeSH terms

Intervention

Other:
• No intervention
No intervention

Locations
Country Name City State
China Guangdong Second Provincial General Hospital Guangzhou

Sponsors (1)
Lead Sponsor Collaborator
Guangdong Second Provincial General Hospital

Country where clinical trial is conducted

China, 

Outcome
Type Measure Description Time frame Safety issue
Primary Area under the curve It measures the prediction effect of the algorithm model April 2020 to May 2021
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