Evidence map›Paper›PMID 41749670›Full record

ArticleBioengineering (Basel, Switzerland)2026

Sensor-Derived Parameters from Standardized Walking Tasks Can Support the Identification of Patients with Parkinson's Disease at Risk of Gait Deterioration.

Francesca Boschi, Stefano Sapienza, Alzhraa A Ibrahim, Magdalena Sonner, Juergen Winkler, Bjoern Eskofier, Heiko Gaßner, Jochen Klucken

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Francesca BoschiLuxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Esch-sur-Alzette, Luxembourg.ORCID 0009-0005-8519-299X
Stefano SapienzaLuxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Esch-sur-Alzette, Luxembourg.ORCID 0000-0002-0917-6454
Alzhraa A IbrahimDepartment of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany.ORCID 0000-0003-3308-061X
Magdalena SonnerFraunhofer Institute for Integrated Circuits IIS, 91058 Erlangen, Germany.
Juergen WinklerDepartment of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany.ORCID 0000-0003-0630-9204
Bjoern EskofierMachine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052 Erlangen, Germany.ORCID 0000-0002-0417-0336
Heiko GaßnerDepartment of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany.ORCID 0000-0003-2037-9460
Jochen KluckenLuxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Esch-sur-Alzette, Luxembourg.ORCID 0000-0001-6645-9437

Funding

Fraunhofer Internal Programs 044-602140Fraunhofer Internal Programs 044-602150Fraunhofer Internal Programs SME 40-09311Luxembourg National Research Fund 14146272
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

clinical utilitygait disordersinstrumented gait assessmentsmachine learningwearable sensors

Identifiers

PMID41749670
PMCPMC12937682

What OpenQuestion holds

Textmetadata
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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.