ReviewCurrent treatment options in cardiovascular medicine2021
Digital Health Applications in Heart Failure: a Critical Appraisal of Literature.
Review in Current treatment options in cardiovascular medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06161649 (To Investigate Whether a Continuous Intelligent and Automated Mobile Education System Can Improve Knowledge, Self-care, Emotional Stress, Self-efficacy and Quality of Life in Patients With Heart Failure), which is not on this map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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.
To Investigate Whether a Continuous Intelligent and Automated Mobile Education System Can Improve Knowledge, Self-care, Emotional Stress, Self-efficacy and Quality of Life in Patients With Heart Failure
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Patient participation in self-monitoring regarding healthcare of heart failure: an integrated systematic review.BMC primary care · 2025Pooled it
- Comparison of in-clinic assessment of 6MWT by conventional method and using wearable sensors for patients with ATTR-CM.Future cardiology · 2025Trial
- The impact of digital health on hospitalization and mortality in heart failure patients in low- and middle-income countries: a systematic review and meta-analysis.European heart journal. Digital health · 2026Article
- Inequity in Access to and Use of Digital Health Technologies in Routine Heart Failure Care: Protocol for a Scoping Review.JMIR research protocols · 2026Article
- Collection of Ambulatory Electrocardiogram and Behavioral Data for the Identification of Digital Biomarkers for Heart Failure (CATCH-ECG): Protocol for a Prospective Cohort Study.JMIR research protocols · 2025Article
- Developing Requirements for a Digital Self-Care Intervention for Adults With Heart Failure: Qualitative Workshop Study.Journal of medical Internet research · 2025Article
- Chest CT signs and serum homocysteine levels can effectively diagnose chronic heart failure.American journal of translational research · 2025Article
- Article
- Article
- Six-Month Pilot Testing of a Digital Health Tool to Support Effective Self-Care in People With Heart Failure: Mixed Methods Study.JMIR formative research · 2024Article
- Feasibility, Acceptability, and Preliminary Effectiveness of a Combined Digital Platform and Community Health Worker Intervention for Patients With Heart Failure: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2024Article
- Challenge of Optimizing Medical Therapy in Heart Failure: Unlocking the Potential of Digital Health and Patient Engagement.Journal of the American Heart Association · 2024Article
- Assessing the clinical benefit, safety, and patient-reported outcomes with the use of the PAHcare™ digital platform in pulmonary arterial hypertension: a pilot study.Frontiers in public health · 2024Article
- Feasibility and Acceptability of a Combined Digital Platform and Community Health Worker Intervention for Patients With Heart Failure: Single-Arm Pilot Study.JMIR cardio · 2023Article
- Optimizing outcomes in heart failure: 2022 and beyond.ESC heart failure · 2023Review
- Digitalization of prevention and treatment and the combination of western and Chinese medicine in management of acute heart failure.Frontiers in cardiovascular medicine · 2023Review
- Characteristics of Smart Health Ecosystems That Support Self-care Among People With Heart Failure: Scoping Review.JMIR cardio · 2022Article
- Distribution of Mobile Health Applications amongst Patients with Symptomatic Peripheral Arterial Disease in Germany: A Cross-Sectional Survey Study.Journal of clinical medicine · 2022Article
- Consensus on Recommended Functions of a Smart Home System to Improve Self-Management Behaviors in People With Heart Failure: A Modified Delphi Approach.Frontiers in cardiovascular medicine · 2022Article
- Therapeutic components of digital counseling for chronic heart failure.Frontiers in psychiatry · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
purpose of the reviewDespite advancements in the diagnostic and therapeutic armamentarium, heart failure (HF) remains a major public health concern in the USA and worldwide. Digital health applications hold promise to bridge this gap and improve HF care. This review will provide the reader with a concise overview of the current digital health applications in HF, the main challenges to its use, and discuss the future of digital health for promoting care for HF patients. RECENT
findingsEmerging evidence continues to support the potential role of digital health across the continuum of HF disease process including primary prevention, early detection, disease management, and reducing associated morbidity. There is also increasing emphasis on the need to pursue rigorous investigations to validate these promising claims, with some successful stories that have changed clinical practices. SUMMARY: Digital health technologies have emerged as potentially useful tools to complement HF care in both research and clinical realms. As digital technologies continue to play an increasing role in transforming healthcare delivery, creating the framework for its effective use would be necessary to ensure that digital health applications consistently improve outcomes and enhance care for HF patients.
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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 OpenQuestion graph.