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Search / Trial NCT05163275

Dyspnea Facial Recognition During Weaning

Launched by ASSISTANCE PUBLIQUE - HÔPITAUX DE PARIS · Dec 17, 2021

Trial Information

Current as of July 06, 2025

Recruiting

Keywords

Dyspnea Respiratory Distress Artificial Intelligence Spontaneous Breathing Trial Autonomous Monitoring Critical Care Intensive Care Unit Respiratory Suffering Facial Expression Recognition Video

ClinConnect Summary

This clinical trial is studying a new way to recognize and measure dyspnea, which is the feeling of not being able to breathe well, in patients who are on invasive mechanical ventilation (IMV). Dyspnea is a common and very distressing symptom for these patients, and it can be hard to assess because many are unable to communicate their discomfort due to sedation or medical equipment. Researchers are testing a special camera that uses infrared thermal imaging to continuously monitor signs of dyspnea, such as heart rate, breathing patterns, and facial expressions. The goal is to see if this technology can help detect dyspnea more accurately and improve comfort for patients while they are undergoing a spontaneous breathing trial.

To participate in this study, patients must be adults (18 years or older) who have been on IMV for more than 48 hours and are ready to try breathing without the ventilator for a short period. Patients, or their representatives, must also agree to take part in the study. During the trial, participants will have their breathing and other signs observed using the camera while they attempt to breathe on their own. This innovative approach aims to enhance understanding of patients' experiences in the ICU and ultimately improve their care and comfort.

Gender

ALL

Eligibility criteria

  • Inclusion Criteria:
  • Invasive mechanical ventilation\> 48h
  • Deemed ready to perform a spontaneous breathing trial, according to current guidelines (readiness-to-wean criteria)
  • Decision to perform a spontaneous breathing trial
  • Patients or proxy who do not object to participation in the study
  • Exclusion Criteria:
  • Age \< 18
  • Pregnancy
  • Richmond Analgesia And Sedation scale \< 2 or \> 2
  • Patient under legal protection

About Assistance Publique Hôpitaux De Paris

Assistance Publique - Hôpitaux de Paris (AP-HP) is a leading public hospital system in France, renowned for its commitment to healthcare excellence and innovative medical research. As a prominent clinical trial sponsor, AP-HP plays a pivotal role in advancing medical knowledge and improving patient care through rigorous scientific investigations across a wide range of therapeutic areas. With a focus on collaboration and interdisciplinary approaches, AP-HP leverages its extensive network of hospitals and expert clinicians to facilitate high-quality clinical trials that adhere to the highest ethical and regulatory standards, ultimately aiming to translate research findings into tangible health benefits for diverse patient populations.

Locations

Paris, , France

Patients applied

0 patients applied

Trial Officials

Maxens DECAVELE, MD

Principal Investigator

Assistance Publique - Hôpitaux de Paris

Timeline

First submit

Trial launched

Trial updated

Estimated completion

Not reported

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