Evidence map›Paper›PMID 38892844›Full record

ReviewJournal of clinical medicine2024

Wearable Sensors in Other Medical Domains with Application Potential for Orthopedic Trauma Surgery-A Narrative Review.

Carolina Vogel, Bernd Grimm, Meir T Marmor, Sureshan Sivananthan, Peter H Richter, Seth Yarboro, Andrew M Hanflik, Tina Histing, Benedikt J Braun

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Observational
  2. Article
  3. Review
  4. Risk factors for rehospitalization after trauma: a follow-up study.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Article
  5. Review
  6. Review
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

9 authors.

Carolina VogelUniversity Hospital Tuebingen on Behalf of the Eberhard-Karls-University Tuebingen, BG Unfallklinik, Schnarrenbergstr. 95, 72076 Tuebingen, Germany.
Bernd GrimmLuxembourg Institute of Health, Department of Precision Health, Human Motion, Orthopaedics, Sports Medicine and Digital Methods Group, 1445 Strassen, Luxembourg.
Meir T MarmorOrthopaedic Trauma Institute (OTI), San Francisco General Hospital, University of California, San Francisco, CA 94158, USA.ORCID 0000-0003-4533-6715
Sureshan SivananthanALTY Orthopaedic Hospital, Kuala Lumpur 50450, Malaysia.
Peter H RichterDepartment of Trauma and Orthopaedic Surgery, Esslingen Hospotal, 73730 Esslingen, Germany.
Seth YarboroDeptartment Orthopaedic Surgery, University of Virginia, Charlottesville, VA 22908, USA.ORCID 0000-0002-3517-6589
Andrew M HanflikDepartment of Orthopaedic Surgery, Southern California Permanente Medical Group, Downey Medical Center, Kaiser Permanente, Downey, CA 90027, USA.
Tina HistingUniversity Hospital Tuebingen on Behalf of the Eberhard-Karls-University Tuebingen, BG Unfallklinik, Schnarrenbergstr. 95, 72076 Tuebingen, Germany.
Benedikt J BraunUniversity Hospital Tuebingen on Behalf of the Eberhard-Karls-University Tuebingen, BG Unfallklinik, Schnarrenbergstr. 95, 72076 Tuebingen, Germany.

Funding

AO Foundation Travel support
6 · The paper itself

Abstract

The use of wearable technology is steadily increasing. In orthopedic trauma surgery, where the musculoskeletal system is directly affected, focus has been directed towards assessing aspects of physical functioning, activity behavior, and mobility/disability. This includes sensors and algorithms to monitor real-world walking speed, daily step counts, ground reaction forces, or range of motion. Several specific reviews have focused on this domain. In other medical fields, wearable sensors and algorithms to monitor digital biometrics have been used with a focus on domain-specific health aspects such as heart rate, sleep, blood oxygen saturation, or fall risk. This review explores the most common clinical and research use cases of wearable sensors in other medical domains and, from it, derives suggestions for the meaningful transfer and application in an orthopedic trauma context.

Indexed as

body worn sensordigitalorthopedic surgeryoutcome assessment

Identifiers

PMID38892844
PMCPMC11172495

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.