A Study Of Vision-Based Assessment Of Work Of Breathing Using Synchronized ICU Video And Physiologic Waveform Data
Overview
Tab Title Description
Study type
ObservationalDescribes the nature of a clinical study. Types include:
- Observational study — observes people and measures outcomes without affecting results.
- Interventional study (clinical trial) — studies new tests, treatments, drugs, surgical procedures or devices.
- Medical records research — uses historical information collected from medical records of large groups of people to study how diseases progress and which treatments and surgeries work best.
Study IDs
Site IRB
- Jacksonville, Florida: 25-006967
About this study
The purpose of this study is to develop and validate a CV-based algorithm to classify high- vs. low-WOB using synchronized ICU video and waveform data.
Participation eligibility
Participant eligibility includes age, gender, type and stage of disease, and previous treatments or health concerns. Guidelines differ from study to study, and identify who can or cannot participate. There is no guarantee that every individual who qualifies and wants to participate in a trial will be enrolled. Contact the study team to discuss study eligibility and potential participation.
Inclusion Criteria
Adults ≥ 18 years of age.
Admitted to an ICU bed equipped with a HelloCare™ camera.
Either:
Intubated and invasively ventilated (expected ≥ 24 h), or
Non-intubated (may be on HFNC, NIV, or room air)
Capacity to provide informed consent or availability of a legally authorized representative (LAR) .
Thoraco-abdominal region can be video-recorded without obstruction (no large dressings covering the chest/abdomen)
Exclusion Criteria:
extensive dressings, or chest wall deformities that obstruct visual capture of respiratory motion.
Declined consent from the patient or LAR.
Comfort-measures-only status or an active “Do Not Re-intubate” order.
Presence of a tracheostomy (alters anterior-neck kinematics and airflow pathways).
Non English speaking, pregnant,<18 years of age.
Note: Other protocol defined Inclusion/Exclusion Criteria may apply.
Eligibility last updated 6/23/2025. Questions regarding updates should be directed to the study team contact.
Participating Mayo Clinic locations
Study statuses change often. Please contact the study team for the most up-to-date information regarding possible participation.
More information
Publications
Publications are currently not available