ReviewAmerican journal of human genetics2022
Digital health-enabled genomics: Opportunities and challenges.
Review in American journal of human genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
35 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The gaps and challenges in digital health technology use as perceived by patients: a scoping review and narrative meta-synthesis.Frontiers in digital health · 2025Pooled it
- Economic Evaluations of Digital Health Interventions for Patients With Heart Failure: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Social vulnerability and genetic service utilization among unaffected BRIDGE trial patients with inherited cancer susceptibility.BMC cancer · 2025Trial
- Pilot Evaluation of a Digital Pretest Education Platform for Genomic Counseling: Perspectives of Health Care Providers and Patients.Journal of genetic counseling · 2026Article
- Toward Precision Cardiac Rehabilitation: Current Limitations and Future Opportunities of Omics and Artificial Intelligence.Sports medicine (Auckland, N.Z.) · 2026Review
- Patients' and parents' views on how digital tools enable personalized and partnered care in genetics: a qualitative study.European journal of human genetics : EJHG · 2026Article
- How parents decide whether to have genomic newborn screening: experiences from BabyScreen.European journal of human genetics : EJHG · 2026Article
- Digital genetic counseling services for cascade cardiogenetic testing.Journal of genetic counseling · 2026Article
- A Review of Medical Data Sharing Initiatives With a Focus on the Use of Blockchain Technologies: Qualitative Comparative Analysis.Journal of medical Internet research · 2026Review
- Digital Health Technologies Empower Family-Mediated Interventions for Autistic Children: A Scoping Review.Journal of autism and developmental disorders · 2026Article
- Supporting decisions about genomic newborn screening at scale in the digital age: the BabyScreen+ study.NPJ genomic medicine · 2026Article
- Engaging Artificial Intelligence (AI)-based chatbots in digital health: A systematic review.PLOS digital health · 2026Article
- GenRiskPro: A Comprehensive Whole-Genome Sequencing Analysis Platform for Clinical and Wellness Applications.Computational and structural biotechnology journal · 2026Article
- Integration of digital physicalomics and dual-fluid metabolomics flux ratios reveals tubular secretory dysfunction in early diabetic kidney disease.Frontiers in endocrinology · 2026Article
- Patients' experiences using an educational virtual assistant for review of reproductive genetic screening results.Journal of genetic counseling · 2025Article
- Shaping the Future of Digital Health Education in Canada: Prioritizing Competencies for Health Care Professionals Using the Quintuple Aim.JMIR medical education · 2025Article
- Digital health technologies in swallowing care from screening to rehabilitation: A narrative review.Auris, nasus, larynx · 2025Review
- Public preferences for the value and implementation of genomic newborn screening: Insights from two discrete choice experiments in Australia.American journal of human genetics · 2025Article
- What are patient perspectives on privacy and trust in digital genomic tools? A qualitative study.Journal of genetic counseling · 2025Article
- Experiences of perinatal genetic screening for people from migrant and refugee backgrounds: a scoping review.European journal of human genetics : EJHG · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Digital health solutions, with apps, virtual care, and electronic medical records, are gaining momentum across all medical disciplines, and their adoption has been accelerated, in part, by the COVID-19 pandemic. Personal wearables, sensors, and mobile technologies are increasingly being used to identify health risks and assist in diagnosis, treatment, and monitoring of health and disease. Genomics is a vanguard of digital healthcare as we witness a convergence of the fields of genomic and digital medicine. Spurred by the acute need to increase health literacy, empower patients' preference-sensitive decisions, or integrate vast amounts of complex genomic data into the clinical workflow, there has been an emergence of digital support tools in genomics-enabled care. We present three use cases that demonstrate the application of these converging technologies: digital genomics decision support tools, conversational chatbots to scale the genetic counseling process, and the digital delivery of comprehensive genetic services. These digital solutions are important to facilitate patient-centered care delivery, improve patient outcomes, and increase healthcare efficiencies in genomic medicine. Yet the development of these innovative digital genomic technologies also reveals strategic challenges that need to be addressed before genomic digital health can be broadly adopted. Alongside key evidentiary gaps in clinical and cost-effectiveness, there is a paucity of clinical guidelines, policy, and regulatory frameworks that incorporate digital health. We propose a research agenda, guided by learning healthcare systems, to realize the vision of digital health-enabled genomics to ensure its sustainable and equitable deployment in clinical care.
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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.