Evidence map›Paper›PMID 30259801›Full record

ReviewPersonalized medicine2018

Wearables and the medical revolution.

Jessilyn Dunn, Ryan Runge, Michael Snyder

Registry-linked trialAbstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Personalized medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07733375 (Comparative Evaluation of the Effectiveness of Levothyroxine Replacement Therapy After Total Thyroidectomy Using Smart Wristband-Measured Nocturnal Heart Rate and Heart Rhythm Parameters Versus Thyroid Function Tests), which is not on this map. Cited by 263 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
263citing papers in PubMed, 10 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT07733375 recruitingnot on this mapstarted 2026, after this paper: background citation

Comparative Evaluation of the Effectiveness of Levothyroxine Replacement Therapy After Total Thyroidectomy Using Smart Wristband-Measured Nocturnal Heart Rate and Heart Rhythm Parameters Versus Thyroid Function Tests

TypeobservationalSponsorYeditepe University HospitalRan2026 to 2027Enrolled40ConditionsTotal Thyroidectomy, Hyperthyroidism, HypothyroidismArmsXiomi Smart Band 10
3 · Its place in the literature

Who cites it

263 citing papers in PubMed, 10 syntheses or guidelines pooled it.

  1. Use of Wearable Sensors in Angelman Syndrome: A Systematic Review.Journal of intellectual disability research : JIDR · 2026
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203 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Jessilyn DunnDepartment of Genetics, Stanford University, Stanford, CA 94305, USA.
Ryan RungeDepartment of Genetics, Stanford University, Stanford, CA 94305, USA.
Michael SnyderDepartment of Genetics, Stanford University, Stanford, CA 94305, USA.

Funding

Training CoreU54EB020405 · NIBIB · STANFORD UNIVERSITY · PI DELP, SCOTT L · 2014 to 2018
$11.6M
NIBIB NIH HHS U54 EB020405
6 · The paper itself

Abstract

Wearable sensors are already impacting healthcare and medicine by enabling health monitoring outside of the clinic and prediction of health events. This paper reviews current and prospective wearable technologies and their progress toward clinical application. We describe technologies underlying common, commercially available wearable sensors and early-stage devices and outline research, when available, to support the use of these devices in healthcare. We cover applications in the following health areas: metabolic, cardiovascular and gastrointestinal monitoring; sleep, neurology, movement disorders and mental health; maternal, pre- and neo-natal care; and pulmonary health and environmental exposures. Finally, we discuss challenges associated with the adoption of wearable sensors in the current healthcare ecosystem and discuss areas for future research and development.

Indexed as

Delivery of Health CareHumansMonitoring, AmbulatoryMonitoring, PhysiologicTelemetryWearable Electronic DevicesWireless Technologydigital healthlongitudinal monitoringsensorswearableswireless telemetry

Identifiers

PMID30259801
PMCPMC12294383

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.