ReviewCureus2026
Telemonitoring in Heart Failure: A Review of Monitoring Techniques and Clinical Outcomes.
Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- A Pragmatic Low-Cost Digital Support Pathway for GDMT Optimization in Ambulatory HFrEF: An Exploratory 6-Month Matched Cohort Study.Healthcare (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Heart failure (HF) remains a significant cause of global morbidity and mortality, as well as a major contributor to healthcare expenditure, primarily due to frequent disease exacerbations and high rates of hospital readmissions. The increasing burden of chronic HF, alongside the limitations of traditional outpatient follow-up, has intensified interest in telemonitoring as a means of supporting the early detection of clinical deterioration and optimising long-term management. This narrative review evaluates the current evidence on telemonitoring for HF, focusing particularly on available technologies, clinical effectiveness, implementation barriers and priorities for future research. Open-access literature indexed in PubMed was reviewed, including randomised controlled trials, systematic reviews and meta-analyses involving adult patients with HF. Both invasive and non-invasive monitoring approaches, as well as mobile-based solutions and integrated, multidisciplinary care models, were considered. Overall, most studies suggest that telemonitoring interventions are linked to fewer HF-related hospitalisations, particularly when combined with structured clinical feedback and prompt therapeutic adjustments. However, evidence for an effect on all-cause mortality remains inconsistent. More favourable outcomes are observed in programmes that include an active clinical response, rather than passive data collection alone. Substantial variability in study design, patient populations, monitoring intensity and outcome measures contributes to the inconsistency in reported effectiveness. Although emerging technologies such as mobile health applications and implantable monitoring devices show promise, their implementation in the real world is often hindered by issues relating to patient adherence, costs, digital literacy and the absence of standardised protocols. Telemonitoring is a valuable addition to HF management, particularly for reducing hospital admissions and enabling early intervention. Its long-term effectiveness hinges on selecting the right patients, choosing the right monitoring method, and integrating it into multidisciplinary care pathways. Future research should prioritise protocol standardisation, cost-effectiveness evaluation, and the inclusion of underrepresented patient groups, in order to better define the role of telemonitoring in routine HF care.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.