Evidence map›Paper›PMID 40565952›Full record

ArticleJournal of clinical medicine2025

Wearable Sensors and Artificial Intelligence for the Diagnosis of Parkinson's Disease.

Yacine Benyoucef, Islem Melliti, Jouhayna Harmouch, Borhan Asadi, Antonio Del Mastro, Diego Lapuente-Hernández, Pablo Herrero

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. 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

7 authors.

Yacine BenyoucefSPACEMEDEX, 930 Rte des Dolines, Valbonne Sophia-Antipolis, 06560 Valbonne, France.
Islem MellitiSPACEMEDEX, 930 Rte des Dolines, Valbonne Sophia-Antipolis, 06560 Valbonne, France.ORCID 0009-0003-0665-5518
Jouhayna HarmouchSPACEMEDEX, 930 Rte des Dolines, Valbonne Sophia-Antipolis, 06560 Valbonne, France.
Borhan AsadiDepartment of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, 50009 Zaragoza, Spain.
Antonio Del MastroALDEBRAN, Via Dalmine 10/A, 24035 Curno, BG, Italy.
Diego Lapuente-HernándezDepartment of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, 50009 Zaragoza, Spain.ORCID 0000-0002-6506-6081
Pablo HerreroDepartment of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, 50009 Zaragoza, Spain.ORCID 0000-0002-9201-0120

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencehuman activity recognitionmachine learningParkinson’s diseaserehabilitationwearable sensors

Identifiers

PMID40565952
PMCPMC12194475

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.