ReviewFrontiers in cardiovascular medicine2026
Integrating remote CIED monitoring into heart failure care: evidence, challenges, and opportunities.
Review in Frontiers in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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0 citing papers in PubMed.
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Remote monitoring (RM) of cardiac implantable electronic devices (CIEDs) has evolved from simple device integrity checks to a cornerstone of personalized heart failure (HF) management. By enabling early detection of subclinical deterioration, CIED-based RM supports proactive clinical interventions, potentially reducing hospitalizations and improving outcomes. Multiparametric algorithms such as HeartLogic, TriageHF, and HeartInsight integrate hemodynamic and arrhythmic parameters to predict HF events with good sensitivity. However, despite increasing evidence of clinical and economic benefits, RM implementation remains inconsistent due to heterogeneous protocols, data latency, and inadequate reimbursement structures. This review summarizes current evidence, operational challenges, and future opportunities for integrating remote CIED monitoring into comprehensive HF care pathways, highlighting the role of artificial intelligence and the need for standardized workflows and reimbursement models.
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