Development and evaluation of a vision pose-tracking based Beighton score tool for generalized joint hypermobility in individuals with suspected Ehlers-Danlos syndromes

The proposed system can objectively screen individuals for possible GJH and also screen out those without GJH during the referral process, reducing the burden on specialized EDS clinics while providing early diagnostic triage. Future research will focus on deploying the tool as a mobile application.

Authors

Institutions

Publication Details

Journal
BioMedical Engineering OnLine
Published
2026-02-04
DOI
https://doi.org/10.1186/s12938-026-01527-4
Primary Topic
Connective tissue disorders research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development and evaluation of a vision pose-tracking based Beighton score tool for generalized joint hypermobility in individuals with suspected Ehlers-Danlos syndromes

Andrea Sabo, Nimish Mittal, B Taati, Amol Deshpande
BioMedical Engineering OnLine
Connective tissue disorders research
article

Development and evaluation of a vision pose-tracking based Beighton score tool for generalized joint hypermobility in individuals with suspected Ehlers-Danlos syndromes

Andrea Sabo, Nimish Mittal, B Taati, Amol Deshpande
article en

Abstract

The proposed system can objectively screen individuals for possible GJH and also screen out those without GJH during the referral process, reducing the burden on specialized EDS clinics while providing early diagnostic triage. Future research will focus on deploying the tool as a mobile application.

BioMedical Engineering OnLineVol. 25(1)
University of Toronto (CA), Toronto Rehabilitation Institute (CA), Toronto General Hospital (CA), Vector Institute (CA)
Partnerships for the goals
Openalex Percentile: Top 63%
Connective tissue disorders research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Development and evaluation of a vision pose-tracking based Beighton score tool for generalized joint hypermobility in individuals with suspected Ehlers-Danlos syndromes — Andrea Sabo, Nimish Mittal, et al. · BioMedical Engineering OnLine (2026) | TGRS Research Map | TGRS