Evidence map›Paper›PMID 41899839›Full record

ArticleBioengineering (Basel, Switzerland)2026

Design and Development of Rehabi, a mHealth Telerehabilitation Platform with Markerless Motion Analysis.

Arturo González-Mendoza, Hipólito Aguilar-Sierra, Rafael Zepeda-Mora, Aldo Alessi-Montero, Gerardo Rodríguez-Reyes, Lidia Núñez Carrera, Ivett Quiñones-Uriostegui, Paola Ayala-Cadena, Adriana Gomez-Verdad

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. 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

9 authors.

Arturo González-MendozaNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.ORCID 0000-0002-1408-7878
Hipólito Aguilar-SierraDepartment of Engineering, Faculty of Engineering, Universidad La Salle Mexico, Condesa Campus, Mexico City 06140, Mexico.ORCID 0000-0002-7049-1584
Rafael Zepeda-MoraNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.ORCID 0000-0002-4771-5279
Aldo Alessi-MonteroNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.ORCID 0000-0002-8377-5893
Gerardo Rodríguez-ReyesNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.ORCID 0000-0001-8360-7251
Lidia Núñez CarreraNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.ORCID 0000-0003-2609-1978
Ivett Quiñones-UriosteguiNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.
Paola Ayala-CadenaNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.
Adriana Gomez-VerdadNational Institute of Rehabilitation (INR), Mexico City 14389, Mexico.

Funding

Secretaría de Educación, Ciencia, Tecnología e Innovación de la Ciudad de México (SECTEI) SECTEI/155/2024
6 · The paper itself

Abstract

Musculoskeletal disorders such as rheumatoid arthritis and osteoarthritis affect millions worldwide and are projected to rise sharply by 2050, highlighting the importance of scalable telerehabilitation. This paper introduces Rehabi, a mobile, user-friendly tele-rehabilitation platform that centrally integrates markerless motion for biomechanical assessment and monitoring. Rehabi development followed a user-centered methodology, combining questionnaires, interviews, and natural language processing to elicit requirements from patients and clinicians. The system architecture was implemented in accordance with Clean Architecture principles to ensure modularity and scalability. In a pilot clinical validation of the markerless motion algorithm integrated into Rehabi, 14 post-arthroplasty patients showed moderate agreement for hip flexion (ICC = 0.686) and good agreement for knee flexion (ICC = 0.801). Although the sample was small, the results show a promising trend suggesting that mobile markerless motion capture may be a viable option for remote assessment and monitoring.

Indexed as

clean software architecturemarkerless motion analysismobile healthtelerehabilitationuser-centered design

Identifiers

PMID41899839
PMCPMC13024108

What OpenQuestion holds

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Registered trials

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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.