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ENROLLING BY INVITATION
NCT07817550

Multimodal Digital Biomarker Prediction of Acute Clinical Deterioration

Sponsor: Truway Health, Inc.

View on ClinicalTrials.gov

Summary

Rather than relying on a single abnormal vital sign, the study will examine how multiple physiologic signals change together over time and whether changes in the relationships among these signals provide useful information about impending clinical deterioration. Individual participant physiologic patterns may be characterized longitudinally to account for differences between individuals and changes within the same individual over time. The primary objective is to evaluate the predictive accuracy of multimodal digital biomarkers for protocol-defined acute clinical deterioration occurring within 72 hours. The study is observational and does not assign participants to an investigational treatment.

Official title: Multimodal Physiologic Signal Fusion for 72-Hour Prediction of Acute Clinical Deterioration

Key Details

Gender

All

Age Range

18 Years - 90 Years

Study Type

OBSERVATIONAL

Enrollment

10000

Start Date

2026-09-01

Completion Date

2039-03-31

Last Updated

2026-09-14

Healthy Volunteers

No

Interventions

OTHER

Multimodal Digital Biomarker Monitoring

Prospective collection and analysis of multimodal digital biomarkers derived from wearable and remote-monitoring technologies, including ECG, PPG, oxygen saturation, temperature, gait, sleep, voice, cough, and participant-reported symptom data. The monitoring is observational and does not direct or replace clinical care, does not assign treatment, and does not require modification of participants' usual medical management. Multimodal signals will be temporally aligned and evaluated for changes in inter-signal relationships associated with protocol-defined clinical deterioration occurring within the subsequent 72-hour prediction window.

Locations (1)

Truway Health, Inc.

New York, New York, United States