ClinicalTrials.gg
RecruitingNCT07917728SMART-CMDUpdated Nov 4, 2026

Smartphone Enabled Detection of Cognitive Motor Dissociation in the ICU

An observational study in Traumatic Brain Injury (TBI) Patients, Intracerebral Hemorrhage and Subarachnoid Hemorrhage, sponsored by Columbia University. Recruiting at 9 sites in 5 countries. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-11-04.

Sponsored by Columbia University · Observational

Updated Nov 4, 2026Newly registeredGo to Updates ↓
Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
240
Ages
18 Years and older
Sex
All
01

Study summary

The purpose of this research study is to evaluate whether a smartphone-enabled EEG (electroencephalography) system can be used to detect Cognitive Motor Dissociation (CMD) in patients with acute neurological injuries who appear unable to follow commands at the bedside. CMD occurs when a person may be conscious and able to understand instructions but cannot physically respond. The study will also examine whether CMD detection is associated with short-term and long-term recovery outcomes.

Read the detailed description

Patients with severe neurological injuries, such as traumatic brain injury, intracerebral hemorrhage, subarachnoid hemorrhage, or cardiac arrest, may appear unresponsive even though some retain hidden awareness that cannot be detected through routine bedside examinations. This condition is known as Cognitive Motor Dissociation (CMD).

Research studies using EEG have shown that some patients who cannot physically respond to commands may still demonstrate brain activity indicating that they understand and can follow instructions. However, these EEG methods are not widely available because they often require specialized equipment and expertise.

The SMART-CMD study is being conducted to determine whether a smartphone-supported EEG paradigm can be feasibly implemented in intensive care units across multiple centers. The study will also evaluate whether the detection of CMD is associated with recovery during hospitalization and functional outcomes at six months after injury.

The SMART-CMD study aims to facilitate broader clinical implementation and improve diagnostic accuracy in the CMD detection.

02

Conditions studied

  • Traumatic Brain Injury (TBI) Patients
  • Intracerebral Hemorrhage
  • Subarachnoid Hemorrhage
  • Cardiac Arrest (CA)

Keywords

  • Disorders of consciousness (DoC)
  • Cognitive Motor Dissociation (CMD)
03

In context

Brain Injuries, Traumatic

1,824 studies on the registry are indexed under Brain Injuries, Traumatic; 462 are open to participants now.

This study's planned enrollment of 240 is above the median of 119 across 584 observational studies indexed under Brain Injuries, Traumatic.

Browse Brain Injuries, Traumatic studies →

Lead sponsor

Columbia University is the lead sponsor of 1,137 studies on the registry; 195 are open to participants now.

Of its 180 completed or terminated interventional studies of FDA-regulated products, 148 (82%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Adult patients admitted to the ICU with acute neurological injury (e.g., traumatic brain injury, intracerebral hemorrhage, subarachnoid hemorrhage, or cardiac arrest) who demonstrate impaired consciousness and are unable to follow commands based on standardized clinical assessments (e.g., CRS-R).

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  1. Admitted for acute traumatic brain injury, intracerebral or subarachnoid hemorrhage, or cardiac arrest
  2. Neurological examination per Coma Recovery Scale-Revised (CRS-R) criteria consistent with coma, vegetative state, or minimally conscious state minus (not explained by sedation)
  3. Enrollment by day 7 post injury.

Exclusion criteria

Exclusion Criteria:

  1. EEG demonstrating ongoing seizures or ictal interictal continuum
  2. Planned withdrawal of life sustaining therapy.
05

Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
240 participants (estimated)
Patient registry
No

Groups and cohorts

  • Traumatic brain injury, intracerebral hemorrhage, subarachnoid hemorrhage, or cardiac arrest.

    Adult patients with acute neurological injury with Disorders of Consciousness (Traumatic brain injury, intracerebral hemorrhage, subarachnoid hemorrhage, or cardiac arrest).

06

What researchers measure

Primary outcomes

  1. Number of assessments that are successfully obtained

    The feasibility of implementing a smartphone-supported EEG paradigm for detection of CMD in ICU patients will be measured by the number of assessments that are successfully obtained (predicted greater or equal to 90%).

    Time frame: Day 14 (or hospital discharge if that occurs earlier than 14 days)

Secondary outcomes

  1. Short term recovery of consciousness

    The association between CMD status and short-term clinical outcomes will be evaluated using the Coma Recovery Scale-Revised Scale (CRS-R). The CRS-R score ranges from 0 to 23. Higher numbers indicate better performance.

    Time frame: Day 14 (or hospital discharge if that occurs earlier than 14 days)

  2. Recovery of independence

    The association between CMD status and long-term functional outcomes will be evaluated using the Glasgow Outcome Score-Extended Scale (GOS-E). The GOS-E score ranges from 1 to 8. Higher numbers indicate better performance. Recovery of independence will be defined as a GOS-E score of 4 or above.

    Time frame: 6 months

  3. WHOQOL-BREF score

    The association between CMD status and long-term quality of life will be measured by the WHOQOL-BREF (World Health Organization - Quality of Life - Brief). The WHOQOL-BREF is a 26-item self-report questionnaire designed to assess an individual's subjective quality of life. The full score range is 0 to 100. Higher numbers indicate better performance.

    Time frame: 6 months

07

Study locations

1 of 9 sites recruiting
08

References and documents

Individual participant data

Plan to share: No

No publications or documents are linked to this record.

09

Updates

1 registry update since Sep 25, 2026
Registered
First appeared on the registry. No changes since
Nov 4, 2026
Show all 1 update
  1. Nov 4, 2026
    First appeared on the registry

From the registry record's own update history. This site started tracking changes on Sep 25, 2026; for anything earlier, see the record history on ClinicalTrials.gov ↗

10

Registry details

Key details

Study ID
NCT07917728
Collaborators
Neurocritical Care Foundation
Responsible party
Jan Claassen (Professor of Neurology, Columbia University) — Principal investigator
First posted
Nov 4, 2026
Start date
Oct 27, 2026
Primary completion
Dec 1, 2028 (estimated)
Completion
Sep 1, 2029 (estimated)
Last update
Nov 4, 2026

Study contacts

Jan Claassen, MD
Contact
JC1439@cumc.columbia.edu
212-305-7236
Angela Velazquez, MD
Contact
Agv2113@cumc.columbia.edu
212-305-6071

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Interested in this study?

Eligibility is decided by the study team. Share this record with your doctor or contact the team directly.

Contact study team

Follow this study

Get an email when the registry record changes — status, dates, results — or when someone posts here.

Sign in to follow

Discussion

Questions and observations about this study, from anyone following it. Not medical advice, and not a channel to the study team — their contact details are on the registry record.

Sign in to join the discussion. Reading takes no account; posting does. You choose a display name, and a pseudonym is the default.

Nothing here yet. If you are running this trial, taking part in it, or weighing whether to, this is the place to say so.

Start the discussion