Status:

RECRUITING

Artificial Intelligence to Evaluate Postoperative Pain Based on Facial Expression

Lead Sponsor:

Seoul National University Bundang Hospital

Conditions:

Artificial Intelligence

Facial Expression

Eligibility:

All Genders

19-75 years

Brief Summary

Patients' subjective complaints about pain intensity are difficult to objectively evaluate, and may lead to inadequate pain management, especially in patients with communication difficulties.

Detailed Description

Analgesia nociception index (ANI 0-100) and patient-reported numeric rating scale (NRS 0-10) were trained on a convolutional neural network (CNN) model by linking the patients' facial expression with ...

Eligibility Criteria

Inclusion Criteria:

  • Patients aged 19-75 years who were scheduled for elective laparoscopic abdominal surgery under general anesthesia
  • American Society of Anesthesiology (ASA) class I-II

Exclusion Criteria:

  • Patients who have difficulty in communicating and reporting pain
  • Underlying diseases: liver, kidney, brain
  • Patients with BMI greater than 30 and less than 18.5
  • Alcohol or drug dependent patients
  • Patients with severe or acute respiratory failure
  • Opioid, NSAID allergy
  • Patients who are scheduled to be admitted to the intensive care unit after surgery
  • Patients who undergo cooperative surgery

Key Trial Info

Start Date :

June 17 2022

Trial Type :

OBSERVATIONAL

Allocation :

ESTIMATED

End Date :

May 9 2026

Estimated Enrollment :

120 Patients enrolled

Trial Details

Trial ID

NCT05477303

Start Date

June 17 2022

End Date

May 9 2026

Last Update

July 28 2022

Active Locations (1)

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Seoul National University Bundang Hospital

Seongnam-si, Gyunggi-do, South Korea, 13620