ArticleThe Milbank quarterly2020
Ethical and Legal Implications of Remote Monitoring of Medical Devices.
Article in The Milbank quarterly, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 60 citations in OpenAlex.
- Predicting disease outcomes from remote monitoring using machine learning: a systematic review.BMC medical informatics and decision making · 2026Pooled it
- Application of Artificial Intelligence and Machine Learning in Arrhythmia Detection and Pacemaker Data Analysis.Cardiology research · 2026Review
- Article
- Advancing data protections for implantable brain-computer interfaces.Communications medicine · 2026Review
- Implementation of a pragmatic pathway to ensure high-quality processing of heterogeneous remote health sensing data.Smart health (Amsterdam, Netherlands) · 2026Article
- Managing maternity: Moving care, not patients, using artificial intelligence (AI), internet-of-things (IOT) and point-of-care testing (POCT) devices.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
- Convergence of blockchain and IoT for managing decentralized medical records.Scientific reports · 2025Article
- Machine learning enables legal risk assessment in internet healthcare using HIPAA data.Scientific reports · 2025Article
- Progress in the Application of Artificial Intelligence in Ultrasound-Assisted Medical Diagnosis.Bioengineering (Basel, Switzerland) · 2025Review
- Overcoming Challenges in Video-Based Health Monitoring: Real-World Implementation, Ethics, and Data Considerations.Sensors (Basel, Switzerland) · 2025Article
- MRI management of focal liver lesions: what a beginner cannot fail to know.Frontiers in oncology · 2025Review
- What patients and caregivers want to know when consenting to the use of digital behavioral markers.NPP - digital psychiatry and neuroscience · 2024Article
- Review
- Remote monitoring of cardiac implantable electronic devices using smart device interface versus radiofrequency-based interface: A systematic review.Journal of arrhythmia · 2024Article
- Robotic Pills as Innovative Personalized Medicine Tools: A Mini Review.Recent advances in drug delivery and formulation · 2024Review
- Recommendation to implementation of remote patient monitoring in rheumatology: lessons learned and barriers to take.RMD open · 2023Article
- Artificial intelligence tools in clinical neuroradiology: essential medico-legal aspects.Neuroradiology · 2023Review
- Reducing Clinical Trial Monitoring Resources and Costs With Remote Monitoring: Retrospective Study Comparing On-Site Versus Hybrid Monitoring.Journal of medical Internet research · 2023Review
- Understanding Patient Perspectives Regarding Remote Monitoring Devices Following Total Joint Replacement.Arthroplasty today · 2023Article
- Smart Pacemaker: A Review.Cureus · 2022Review
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Policy Points Millions of life-sustaining implantable devices collect and relay massive amounts of digital health data, increasingly by using user-downloaded smartphone applications to facilitate data relay to clinicians via manufacturer servers. Our analysis of health privacy laws indicates that most US patients may have little access to their own digital health data in the United States under the Health Insurance Portability and Accountability Act Privacy Rule, whereas the EU General Data Protection Regulation and the California Consumer Privacy Act grant greater access to device-collected data. Our normative analysis argues for consistently granting patients access to the raw data collected by their implantable devices. CONTEXT: Millions of life-sustaining implantable devices collect and relay massive amounts of digital health data, increasingly by using user-downloaded smartphone applications to facilitate data relay to clinicians via manufacturer servers. Whether patients have either legal or normative claims to data collected by these devices, particularly in the raw, granular format beyond that summarized in their medical records, remains incompletely explored.
methodsUsing pacemakers and implantable cardioverter-defibrillators (ICDs) as a clinical model, we outline the clinical ecosystem of data collection, relay, retrieval, and documentation. We consider the legal implications of US and European privacy regulations for patient access to either summary or raw device data. Lastly, we evaluate ethical arguments for or against providing patients access to data beyond the summaries presented in medical records.
findingsOur analysis of applicable health privacy laws indicates that US patients may have little access to their raw data collected and held by device manufacturers in the United States under the Health Insurance Portability and Accountability Act Privacy Rule, whereas the EU General Data Protection Regulation (GDPR) grants greater access to device-collected data when the processing of personal data falls under the GDPR's territorial scope. The California Consumer Privacy Act, the "little sister" of the GDPR, also grants greater rights to California residents. By contrast, our normative analysis argues for consistently granting patients access to the raw data collected by their implantable devices. Smartphone applications are increasingly involved in the collection, relay, retrieval, and documentation of these data. Therefore, we argue that smartphone user agreements are an emerging but potentially underutilized opportunity for clarifying both legal and ethical claims for device-derived data.
conclusionsCurrent health privacy legislation incompletely supports patients' normative claims for access to digital health data.
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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.