NCT07477886

Brief Summary

This study uses ambient sensing rooms to collect data from hospitalized cancer patients in order to improve safety and recovery. Being hospitalized increases the risk for delirium (acute confusion), falls, troubles sleeping, and mood changes. Ambient sensing rooms are special rooms that use technology including a video camera to watch the room, an audio recorder to listen to sounds, and a temperature sensor (thermography) to check how warm or cool the room and people are. These tools may help nurses and doctors notice problems early, give better care, and keep patients safe and comfortable.

Trial Health

77
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
134

participants targeted

Target at P50-P75 for all trials

Timeline
18mo left

Started Feb 2026

Geographic Reach
1 country

1 active site

Status
recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Progress16%
Feb 2026Oct 2027

Study Start

First participant enrolled

February 10, 2026

Completed
29 days until next milestone

First Submitted

Initial submission to the registry

March 11, 2026

Completed
6 days until next milestone

First Posted

Study publicly available on registry

March 17, 2026

Completed
1.6 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

October 31, 2027

Expected
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

October 31, 2027

Last Updated

March 19, 2026

Status Verified

March 1, 2026

Enrollment Period

1.7 years

First QC Date

March 11, 2026

Last Update Submit

March 17, 2026

Conditions

Outcome Measures

Primary Outcomes (1)

  • Complete hospital timeline

    Will develop a complete hospital timeline that integrates input from video, audio, thermography, and patient-reported symptoms. This multimodal hospital timeline will illustrate patterns of care that result from system and human interaction.

    Up to 1 year

Study Arms (2)

Observational group I

Patients complete a questionnaire, have ambient sensor data collected for the duration of their stay in the ambient sensing room, participate in an interview, and have their medical records reviewed on study.

Other: Non-Interventional Study

Observational group II

Clinicians participate in a focus group on study.

Other: Non-Interventional Study

Interventions

Non-interventional study

Also known as: Non-Interventional Observational Study, Noninterventional (Observational) Study
Observational group IObservational group II

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

Patients with cancer or history of cancer diagnosis admitted to ambient intelligent rooms and clinicians participating in direct patient care activities.

You may qualify if:

  • Patients:
  • Age \>= 18
  • Not receiving comfort/end-of-life care
  • Not incarcerated
  • Admitted to one of the six rooms equipped with ambient technology
  • History of cancer or has a cancer diagnosis
  • Clinicians:
  • Age \>= 18
  • Participating in direct patient care activities on Eisenberg units 4-3 as an employee of Mayo Clinic

You may not qualify if:

  • Patients:
  • Age \< 18 years
  • Receiving comfort or end-of-life care
  • Incarceration (prisoner status)
  • Primary language is not English
  • Clinicians:
  • Age \< 18 years

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Mayo Clinic in Rochester

Rochester, Minnesota, 55905, United States

RECRUITING

Related Links

Study Officials

  • Allyson K Palmer, MD, PhD

    Mayo Clinic

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Clinical Trials Referral Office

CONTACT

Nursing Research Study Team

CONTACT

Study Design

Study Type
observational
Observational Model
COHORT
Time Perspective
PROSPECTIVE
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

March 11, 2026

First Posted

March 17, 2026

Study Start

February 10, 2026

Primary Completion (Estimated)

October 31, 2027

Study Completion (Estimated)

October 31, 2027

Last Updated

March 19, 2026

Record last verified: 2026-03

Data Sharing

IPD Sharing
Will not share

Locations