A multistate model of clinical trajectories of heart failure patients with implantable electronic devices followed with remote monitoring: What outcome implications of alerts at long term follow up?

Using a multistate model, we characterized clinical trajectories in HF patients and observed the effects of different covariates on transition rates.

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Publication Details

Journal
International Journal of Cardiology
Published
2026-03-01
DOI
https://doi.org/10.1016/j.ijcard.2026.134458
Primary Topic
Cardiac pacing and defibrillation studies
Type
article
Field-Weighted Citation Impact
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article

A multistate model of clinical trajectories of heart failure patients with implantable electronic devices followed with remote monitoring: What outcome implications of alerts at long term follow up?

Jacopo Francesco Imberti, Matteo Ziacchi, Kevin Serafini, Davide Antonio Mei et al.
International Journal of Cardiology
Cardiac pacing and defibrillation studies
article

A multistate model of clinical trajectories of heart failure patients with implantable electronic devices followed with remote monitoring: What outcome implications of alerts at long term follow up?

Jacopo Francesco Imberti, Matteo Ziacchi, Kevin Serafini, Davide Antonio Mei, Niccolò Bonini, Francesco Sbarra, Silvia Gaspard, Igor Diemberger, Matteo Bertini, Marco Vitolo, Marco Zuin, Giuseppe Boriani
article en

Abstract

Using a multistate model, we characterized clinical trajectories in HF patients and observed the effects of different covariates on transition rates.

International Journal of Cardiology
University of Modena and Reggio Emilia (IT), University of Ferrara (IT), Azienda Ospedaliero-Universitaria di Modena (IT), Azienda USL di Bologna (IT), Guglielmo da Saliceto Hospital (IT)
Good health and well-being
Openalex Percentile: Top 16%
Cardiac pacing and defibrillation studies
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A multistate model of clinical trajectories of heart failure patients with implantable electronic devices followed with remote monitoring: What outcome implications of alerts at long term follow up? — Jacopo Francesco Imberti, Matteo Ziacchi, et al. · International Journal of Cardiology (2026) | TGRS Research Map | TGRS