ReviewScience translational medicine2022
Translational gaps and opportunities for medical wearables in digital health.
Review in Science translational medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 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
44 citing papers in PubMed.
- A Geometrically Transient Platform for Bioelectronic Implants.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Spiderweb-inspired electronically conductive hygroscopic adhesive for chronic bioelectronic interface.Science advances · 2026Article
- Improving multimodal wearable sensing for healthcare with artificial intelligence.Nature biotechnology · 2026Article
- From trade-offs to translation: An interdisciplinary roadmap for neurotechnology.Science advances · 2026Review
- Source-level motion artifact suppression in wearable electrodes: From underlying mechanisms to advanced strategies.Materials today. Bio · 2026Review
- Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Artificial intelligence and multiomics integration for Parkinson's disease drug development.Molecules and cells · 2026Review
- Validation of a Wearable Photoplethysmography-Based Sensor for Compensatory Reserve Measurement Monitoring in Simulated Human Hemorrhage.Sensors (Basel, Switzerland) · 2026Article
- A scalable, hyperstable intelligent fibre velocimeter for dynamic digitization of resistance training.National science review · 2026Article
- Textile suit for anywhere full-body motion capture.Science advances · 2026Article
- Wearable smart textile band for continuous equine health monitoring.Biosensors & bioelectronics · 2026Article
- Review
- Usefulness of a cuffless blood pressure monitoring wearable device for aerobic exercise to estimate anaerobic threshold in healthy adults.Frontiers in physiology · 2026Article
- Biocoin: an open-source wearable platform for multiplexed and multimodal biosensing.Npj biosensing · 2026Article
- Mechanomedicine: Present state and future promise.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Barriers to translating continuous monitoring technologies for preventative medicine.Nature biomedical engineering · 2025Review
- Wearable Devices in Healthcare Beyond the One-Size-Fits All Paradigm.Sensors (Basel, Switzerland) · 2025Review
- Implementing clinical needs into the development of wearable health-monitoring technology.Nature nanotechnology · 2025Article
- Consensus on the clinical utility of digital mobility outcomes for personalized clinical decision support in parkinson's disease.Neurological research and practice · 2025Article
- Automatic detection of persistent physiological changes after COVID infection via wearable devices with potential for long COVID management.Scientific reports · 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
A confluence of advances in biosensor technologies, enhancements in health care delivery mechanisms, and improvements in machine learning, together with an increased awareness of remote patient monitoring, has accelerated the impact of digital health across nearly every medical discipline. Medical grade wearables-noninvasive, on-body sensors operating with clinical accuracy-will play an increasingly central role in medicine by providing continuous, cost-effective measurement and interpretation of physiological data relevant to patient status and disease trajectory, both inside and outside of established health care settings. Here, we review current digital health technologies and highlight critical gaps to clinical translation and adoption.
Indexed as
Identifiers
What OpenQuestion holds
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.