Evidence map›Paper›PMID 41642248›Full record

ArticleMedical engineering & physics2026

Less is more: downsampling x-ray images improves pose estimation accuracy.

David E Williams, Michael J Rainbow, Dajung Yoon, Joseph J Crisco, Lauren Welte

Abstract read
In one paragraph

Article in Medical engineering & physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

David E WilliamsMusculoskeletal Biomechanics Research Facility, School of Engineering, Cardiff University, Cardiff, United Kingdom.ORCID 0000-0001-9250-6946
Michael J RainbowDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, Canada.ORCID 0000-0001-9610-6368
Dajung YoonDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, Canada.
Joseph J CriscoDepartment of Orthopaedics and Biomedical Engineering, Brown University, Providence, RI, United States of America.ORCID 0000-0002-8786-0905
Lauren WelteDepartment of Mechanical Engineering, Faculty of Engineering, College of Natural and Applied Sciences, University of Alberta, Edmonton, Canada.ORCID 0000-0003-2218-3007

Funding

Multi-modal Tracking of In Vivo Skeletal Structures and ImplantsR01AR078924 · NIAMS · RHODE ISLAND HOSPITAL · PI CRISCO, JOSEPH J · 2022 to 2024
$2.6M
NIAMS NIH HHS R01 AR078924
6 · The paper itself

Abstract

Biplanar videoradiography (BVR) is a gold-standard technique for quantifying

Indexed as

Bone and BonesImage Processing, Computer-AssistedAlgorithmsHumansanklefluoroscopyimage resolutionmotion analysispose accuracypose estimationtracking error

Identifiers

PMID41642248
PMCPMC13071803

What OpenQuestion 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 OpenQuestion graph.