ReviewAPL bioengineering2022
Wearable devices for continuous monitoring of biosignals: Challenges and opportunities.
Review in APL bioengineering, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
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
37 citing papers in PubMed.
- Carbon based functional materials enable multifunctional flexible strain sensors for wearable and implantable applications.Discover nano · 2026Review
- Neurovascular Uncoupling in Alzheimer's and Parkinson's Diseases: Mechanisms and Therapeutic Strategies.Brain sciences · 2026Review
- Patient-centered gastrointestinal function assessment technologies: a paradigm shift from traditional approaches to non-invasive innovations.Frontiers in physiology · 2026Review
- Digital Monitoring of Micro- and Macro-Movement Regularity in Psychiatric Inpatients With Depression.Psychiatry investigation · 2026Article
- Wearable AI for on-device frailty assessment.Nature communications · 2025Article
- Joint Bayesian Hidden Markov Model With Subject-Specific Transitions for Wearable Sensor Data.Statistics in medicine · 2025Article
- Artificial intelligence-integrated wearable biomedical devices for cancer management.Journal of the National Cancer Center · 2025Review
- Continuous biosignal acquisition beyond the limit of epidermal turnover.Materials horizons · 2025Review
- Ultra-Sensitive Wireless Capacitive Nanocomposite-Based Pressure Sensors for Health Monitoring.Advanced materials technologies · 2025Article
- AI-Driven Wearable Bioelectronics in Digital Healthcare.Biosensors · 2025Review
- Optimizing wrist-worn wearable compliance with insights from two Parkinson's disease cohort studies.NPJ Parkinson's disease · 2025Article
- Photoplethysmography-based HRV analysis and machine learning for real-time stress quantification in mental health applications.APL bioengineering · 2025Article
- A wearable belt for non-invasive monitoring of heart failure parameters.Sensing and Bio-Sensing Research · 2025Article
- Wearable continuous diffusion-based skin gas analysis.Nature communications · 2025Article
- Wearables research for continuous monitoring of patient outcomes: A scoping review.PLOS digital health · 2025Article
- Biosensors integrated within wearable devices for monitoring chronic wound status.APL bioengineering · 2025Article
- Critical Design Considerations for Longer-Term Wear and Comfort of On-Body Medical Devices.Bioengineering (Basel, Switzerland) · 2024Article
- An implantable system for opioid safety.Device · 2024Article
- A practical guide for selecting continuous monitoring wearable devices for community-dwelling adults.Heliyon · 2024Article
- Emerging Additive Manufacturing Methods for Wearable Sensors: Opportunities to Expand Access to Personalized Health Monitoring.Advanced sensor research · 2024Article
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
No grant is acknowledged in the PubMed record.
Abstract
The ability for wearable devices to collect high-fidelity biosignals continuously over weeks and months at a time has become an increasingly sought-after characteristic to provide advanced diagnostic and therapeutic capabilities. Wearable devices for this purpose face a multitude of challenges such as formfactors with long-term user acceptance and power supplies that enable continuous operation without requiring extensive user interaction. This review summarizes design considerations associated with these attributes and summarizes recent advances toward continuous operation with high-fidelity biosignal recording abilities. The review also provides insight into systematic barriers for these device archetypes and outlines most promising technological approaches to expand capabilities. We conclude with a summary of current developments of hardware and approaches for embedded artificial intelligence in this wearable device class, which is pivotal for next generation autonomous diagnostic, therapeutic, and assistive health tools.
Identifiers
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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.