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Study identifier: NCT07689760 Synced from ClinicalTrials.gov · August 08, 2026
● Study status: Enrolling By InvitationExplAIn-HF

Explainable AI for Predicting Hospital Admissions in Heart Failure: ExplAIn-HF

Condition: Heart Failure  ·  Sponsor: Medisch Spectrum Twente

PhaseN/A
Planned participants95
Who can joinAll sexes, 18 Years to no upper limit
Healthy volunteersNoCheck eligibility criteria ↓
WhereEnschede, Netherlands
For sponsors, CROs & site teams
Professional view of this study — listed sites, countries and recruiting context from the public registry. Everything below is written for patients and caregivers.See where this study is running →

About this study

The goal of this observational study is to develop and validate an XAI based model that predicts HF events and identifies modifiable con-tributing factors, and to evaluate the added value of integrating high frequency smartwatch data compared to usual care in patients with heart failure. The main objectives of the study are: 1. To develop and validate an XAI based model that predicts HF events and identifies modifiable contributing factors, and to evaluate the added value of integrating high frequency smartwatch data compared to usual care. In the Netherlands usual care includes remote monitoring of heartrate, blood pressure, weight and symptoms. 2. To include insights of the smartwatch into activity patterns, impact on quality of life (KCCQ-12), and patient satisfaction with net promoter score (NPS). Participants will wear a smartwatch for six months and perform an I-lead ecg with the smartwatch weekly.

This description comes directly from the study's public registry record.

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No contact information is available for this study as per the public registry record.

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Full eligibility criteria (exactly as the study team wrote them)

Inclusion Criteria: * Adult HF patients * NYHA class II, or NYHA III * Recent rehospitalization for HF * Usual care with active participation in the telemonitoring program "Zorg Bij Jou" (ZBJ) * Possession of an iPhone 11 or newer and compatible with the study apps Exclusion Criteria: * Lack of digital literacy or inability to use the device * Not capable to sign consent * Referral to hospice

Reproduced word-for-word from the public registry record — the study team can answer questions about it.

Locations (1)

Medisch Spectrum TwenteEnschede, Netherlands

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Enschede

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