ReviewDigital biomarkers
Digital Medicine: A Primer on Measurement.
Review in Digital biomarkers. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05983718 (Comparison of Positional Accuracy in Dental Implant Placement Between Conventionally Used Guide Pin and 3D Printed Surgical Guide Developed From CBCT), which is not on this map. Cited by 90 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.
Comparison of Positional Accuracy in Dental Implant Placement Between Conventionally Used Guide Pin and 3D Printed Surgical Guide Developed From CBCT
Who cites it
90 citing papers in PubMed.
- Artificial intelligence in biomarker discovery for diseases: diagnostic and therapeutic prospects.Signal transduction and targeted therapy · 2026Review
- Enhanced Gait Variability Index in Neurological and Geriatric Rehabilitation: A Scoping Review.NeuroRehabilitation · 2026Article
- Feasibility, validation and application of digital tools for remote monitoring in neuromuscular diseases: the DT4RD protocol.BMJ open · 2026Article
- Quantitative Electroencephalography in Hemodialysis: Scoping Review and Translational Framework.JMIR biomedical engineering · 2026Review
- Artificial Intelligence Powered Wearable and Portable Devices for Remote Cardiac Care and Population Health.Current cardiology reports · 2026Review
- Use of and Experience With Wearable Biosensors in Congenital Heart Disease: A Survey Study.CJC pediatric and congenital heart disease · 2026Article
- Challenges and potential of using digital biomarkers in healthcare and clinical trials.Communications medicine · 2026Review
- SWOT analysis of decentralised clinical trials from an ethical, legal, regulatory and operational perspective.BMC medical ethics · 2026Article
- Enhancing Early Diagnosis: Multimodal AI Approaches for Neurodegenerative Diseases.Journal of biotechnology and biomedicine · 2026Article
- Beyond symptoms: wearable digital biomarkers for subclinical detection of chemotherapy-induced peripheral neuropathy.Frontiers in oncology · 2026Article
- Bringing Trial Activities to Participants-The Trials@Home RADIAL Proof-of-Concept Trial Investigating Decentralization of Trials.Clinical pharmacology and therapeutics · 2025Article
- Telehealth and Pharmacotherapy: The Role of Synchronous and Novel Asynchronous Digital Health Tools in Psychiatry.Pharmaceutical medicine · 2025Review
- Artificial Intelligence and Advanced Digital Health for Hypertension: Evolving Tools for Precision Cardiovascular Care.Medicina (Kaunas, Lithuania) · 2025Review
- The Next Frontiers in Preventive and Personalized Healthcare: Artificial Intelligent-powered Solutions.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2025Review
- Reimagining falls prevention with insights from systems mapping on the use of millimetre-wave radar for remote health monitoring.Scientific reports · 2025Article
- Towards the Operationalization of Health Technology Sustainability Assessment and the Early Eco Design of the Internet of Medical Things.Sensors (Basel, Switzerland) · 2025Article
- Next-generation wearable sensors for biopsychosocial care in mental health: a narrative review.BMJ digital health & AI · 2025Review
- Real-world evidence and the future of personalized medicine: a global perspective on data, ethics, and equity.Frontiers in health services · 2025Review
- Disease-modifying therapies for Parkinson disease: lessons from multiple sclerosis.Nature reviews. Neurology · 2024Review
- Using artificial intelligence to study atherosclerosis from computed tomography imaging: A state-of-the-art review of the current literature.Atherosclerosis · 2024Review
30 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Technology is changing how we practice medicine. Sensors and wearables are getting smaller and cheaper, and algorithms are becoming powerful enough to predict medical outcomes. Yet despite rapid advances, healthcare lags behind other industries in truly putting these technologies to use. A major barrier to entry is the cross-disciplinary approach required to create such tools, requiring knowledge from many people across many fields. We aim to drive the field forward by unpacking that barrier, providing a brief introduction to core concepts and terms that define digital medicine. Specifically, we contrast "clinical research" versus routine "clinical care," outlining the security, ethical, regulatory, and legal issues developers must consider as digital medicine products go to market. We classify types of digital measurements and how to use and validate these measures in different settings. To make this resource engaging and accessible, we have included illustrations and figures throughout that we hope readers will borrow from liberally. This primer is the first in a series that will accelerate the safe and effective advancement of the field of digital medicine.
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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.