UnknownNot Applicable

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

China6,500 participantsStarted 2022-10

Plain-language 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.

Who can participate

Age range18 Years – 80 Years

SexALL

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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.

What they're measuring

Area under the curve

Timeframe: April 2020 to May 2021

Trial details

NCT IDNCT05569460

SponsorGuangdong Second Provincial General Hospital

Sponsor typeOTHER

Study typeOBSERVATIONAL

Primary completion2023-10

View on ClinicalTrials.gov More Anesthesia trials