Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 May 31;12(6):209.
doi: 10.3390/jcdd12060209.

Comparative Diagnostic Efficacy of HeartLogic and TriageHF Algorithms in Remote Monitoring of Heart Failure: A Cohort Study

Affiliations

Comparative Diagnostic Efficacy of HeartLogic and TriageHF Algorithms in Remote Monitoring of Heart Failure: A Cohort Study

David Ledesma Oloriz et al. J Cardiovasc Dev Dis. .

Abstract

Introduction: Implantable defibrillator devices (ICDs) can be used for remote monitoring of different variables, including some related to Heart Failure (HF). Two different algorithms (TriageHF and HeartLogic) arise by combining some of these variables to generate an estimation of HF decompensation risk in the following days. Until now, no other trial has evaluated both algorithms in a head-to-head comparison. The primary objective is to compare diagnostic accuracy of both algorithms in a similar cohort of patients.

Material and methods: Descriptive monocentric cohort study of a series of 64 patients who have been implanted with a Medtronic or Boston Scientific ICD with the TriageHF or Heart Logic algorithm available during the period between January 2020 and June 2022, with a total of 27 patients in the HeartLogic group and 37 patients in the TriageHF group.

Results: During the period of the study there were a total of 1142 alarms analyzed. There were no differences in the basal characteristics of both groups. We reported a risk alarm-patient ratio of 1.31 ± 1.89 in the HeartLogic group and of 3.32 ± 3.08 in the TriageHF group (p < 0.01). In the TriageHF group, we reported a lower specificity with (0.76), with higher sensitivity (0.97) and PPV (0.18), and similar NPV (1). Survival analysis shows no statistical differences between both algorithms in the 30 days following the alert.

Conclusions: TriageHF algorithm had higher sensibility and PPV, leading to a higher number of alerts/patients, while HeartLogic algorithm had a better specificity. These differences should be considered to optimize patient follow-ups in home monitoring.

Keywords: Heart Logic; TriageHF; heart failure; implantable cardiac defibrillator.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Survival analysis for the 30 days after each alert.

Similar articles

References

    1. Emmons-Bell S., Johnson C., Roth G. Prevalence, incidence and survival of heart failure: A systematic review. Heart. 2022;108:1351–1360. doi: 10.1136/heartjnl-2021-320131. - DOI - PMC - PubMed
    1. Campos-Arjona R., García-Pinilla J.M., de Teresa-Galván E. Acute heart failure. Med.-Programa Form. Médica Contin. Acreditado. 2019;12:5237–5244. doi: 10.1016/j.med.2019.11.004. - DOI
    1. Tedeschi A., Palazzini M., Trimarchi G., Conti N., Di Spigno F., Gentile P., D’Angelo L., Garascia A., Ammirati E., Morici N., et al. Heart Failure Management through Telehealth: Expanding Care and Connecting Hearts. J. Clin. Med. 2024;13:2592. doi: 10.3390/jcm13092592. - DOI - PMC - PubMed
    1. Heidenreich P.A., Bozkurt B., Aguilar D., Allen L.A., Byun J.J., Colvin M.M., Deswal A., Drazner M.H., Dunlay S.M., Evers L.R., et al. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation. 2022;145:895–1032. doi: 10.1161/CIR.0000000000001063. - DOI - PubMed
    1. Cowie M.R., Sarkar S., Koehler J., Whellan D.J., Crossley G.H., Tang W.H.W., Abraham W.T., Sharma V., Santini M. Development and validation of an integrated diagnostic algorithm derived from parameters monitored in implantable devices for identifying patients at risk for heart failure hospitalization in an ambulatory setting. Eur. Heart J. 2013;34:2472–2480. doi: 10.1093/eurheartj/eht083. - DOI - PMC - PubMed

LinkOut - more resources