Last reviewed · How we verify
NCT04152031
Activity-Aware Prompting to Improve Medication Adherence in Heart Failure Patients
NA trial testing Prompting in Heart Failure in 40 participants. Completed in 5 August 2019.
5 August 2019
Quick facts
| Lead sponsor | Washington State University |
|---|---|
| Phase | NA |
| Status | Completed |
| Study type | INTERVENTIONAL |
| Allocation | na |
| Design | single group |
| Masking | none |
| Primary purpose | other |
| Enrollment | 40 |
| Start date | 20 October 2016 |
| Primary completion | 5 August 2019 |
| Estimated completion | 5 August 2019 |
Drugs / interventions tested
- Prompting
Conditions studied
- Heart Failure — all drugs for Heart Failure →
- Cardiovascular Diseases — all drugs for Cardiovascular Diseases →
Sponsor
Washington State University
Who can join
21 and older, any sex, with Heart Failure or Cardiovascular Diseases. Patients with the condition only — healthy volunteers not accepted.
Sponsor's own description
The long-term objective of this project is to improve human health and impact health care delivery by developing intelligent technologies that aid with health monitoring and intervention. The immediate objective of this project is to design, evaluate and validate machine learning-based software algorithms that recognize daily activities, provide activity-aware medicine reminder interventions and provide insights on intervention timings that yield successful compliance. The investigators hypothesize that many individuals with needs for medicine intervention can be more compliant with their medicine regimen if prompts are provided at the right times and in the right context. The investigators plan to accomplish these objectives by 1) enhancing and validating software algorithms that recognize daily activities and activity transitions, 2) developing and validating activity-aware medicine prompting interventions for mobile devices, and 3) designing technologies to analyze medicine reminder successes and failures. The proposed work will partner real-time methodologies for validation and algorithmic development with smart phone data, utilize novel activity discovery algorithms, and employ activity recognition and prediction algorithms in the development of activity-aware prompting.
Publications & conference data
1 peer-reviewed publication reference this trial (live from Europe PMC):
-
Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications.
Gautam N, Ghanta SN, Mueller J, Mansour M, et al · · 2022 · cited 35× · PMID 36552971 · DOI 10.3390/diagnostics12122964
Verify or expand the search:
- PubMed search for NCT04152031
- Europe PMC full search
- ASCO Meeting Library
- ESMO Meeting Library
- bioRxiv preprints
- medRxiv preprints
- Google Scholar
Related trials
Other recruiting trials for Heart Failure
Currently open trials in the same condition.
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- NCT07527156 — Prolonged Nasogastric Administration of Ketones in Decompensated Heart Failure · Phase 4 · recruiting
- NCT07263035 — Urine Sodium-Driven Diuretic Adjustment Strategy in Acute Decompensated Heart Failure · Phase 4 · recruiting
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Other Washington State University trials
Trials by the same sponsor.
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- NCT07393672 — Effects of Hemp-Derived Cannabinoids on Menopause Symptoms · Phase 2 · recruiting
- NCT07171359 — TMS to Improve Recovery Outcomes Among Patients With Opioid Use Disorder (OUD) and Alcohol Use Disorder (AUD) · NA · not yet recruiting
- NCT07052318 — Developing a Music Listening mHealth Intervention for Stress Reduction in Early Recovery · recruiting
- NCT06804239 — Improving Activity in Adults With Chronic Pain With Online Resources · NA · completed
Verify against primary sources
- ClinicalTrials.gov — authoritative US registry record
- WHO ICTRP — international registry index
- EU Clinical Trials Register
- Sponsor press releases (Google)
- Trial protocol + status: ClinicalTrials.gov NCT04152031 (US National Library of Medicine, public domain)
- Publications: Europe PMC API search by NCT ID, retrieved 10 June 2026
- Drug + disease cross-links: matched in real time against Drug Landscape's normalised drug + company + condition tables
- Sponsor: as reported to ClinicalTrials.gov by Washington State University
- Last refreshed: 27 April 2023
Drug Landscape aggregates and links these public records for informational use only. Always verify against the primary source before clinical or regulatory decisions. Canonical URL: https://druglandscape.com/trial/NCT04152031.
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