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Analysis of institutional authors

Solana JCorresponding AuthorCaceres CAuthorChausa PAuthorRoig-Rovira, TeresaAuthorGomez EAuthor

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July 25, 2020
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Article

Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury

Publicated to: BMC Medical Informatics and Decision Making. 14 (1): 58- - 2014-07-19 14(1), DOI: 10.1186/1472-6947-14-58

Authors:

Solana, J; Cáceres, C; García-Molina, A; Chausa, P; Opisso, E; Roig-Rovira, T; Menasalvas, E; Tormos-Muñoz, JM; Gómez, EJ
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Affiliations

CIBER Bioingenieria, Biomateriales y Nanomedicina - Author
Ctr Invest Biomed Red Biomat & Nanomed CIBER BBN, Zaragoza, Spain - Author
Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Madrid - Author
UAB, Inst Univ Neurorehabil Guttmann Adscrit, Barcelona 08916, Spain - Author
Univ Politecn Madrid, Ctr Tecnol Biomed, Madrid 28223, Spain - Author
Univ Politecn Madrid, ETSI Telecomun, Bioengn & Telemed Ctr, Madrid 28040, Spain - Author
Universidad Politécnica de Madrid - Author
Universitat Autònoma de Barcelona - Author
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Abstract

Background: This paper presents the design, development and first evaluation of an algorithm, named Intelligent Therapy Assistant (ITA), which automatically selects, configures and schedules rehabilitation tasks for patients with cognitive impairments after an episode of Acquired Brain Injury. The ITA is integrated in Guttmann, Neuro Personal Trainer (GNPT), a cognitive tele-rehabilitation platform that provides neuropsychological services. Methods. The ITA selects those tasks that are more suitable for the specific needs of each patient, considering previous experiences, and improving the personalization of the treatment. The system applies data mining techniques to cluster the patients according their cognitive impairment profile. Then, the algorithm rates every rehabilitation task, based on its cognitive structure and the clinical impact of executions done by similar patients. Finally, it configures the most suitable degree of difficulty, depending on the impairment of the patient and his/her evolution during the treatment. Results: The ITA has been evaluated during 18 months by 582 patients. In order to evaluate the effectiveness of the ITA, a comparison between the traditional manual planning procedure and the one presented in this paper has been done, taking into account: a) the selected tasks assigned to rehabilitation sessions; b) the difficulty level configured for the sessions; c) and the improvement of their cognitive capacities after completing treatment. Conclusions: The obtained results reveal that the rehabilitation treatment proposed by the ITA is as effective as the one performed manually by therapists, arising as a new powerful support tool for therapists. The obtained results make us conclude that the proposal done by the ITA is very close to the one done by therapists, so it is suitable for real treatments. © 2014 Solana et al.; licensee BioMed Central Ltd.
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Keywords

AlgorithmsBrain injuriesClinical decision-supportCognition disordersHealthHumansNeuropsychologySoftwareTelemedicine

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal BMC Medical Informatics and Decision Making due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2014, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Health Informatics. Notably, the journal is positioned above the 90th percentile.

From a relative perspective, and based on the normalized impact indicator calculated from World Citations provided by WoS (ESI, Clarivate), it yields a value for the citation normalization relative to the expected citation rate of: 1.17. This indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: ESI Nov 13, 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2026-04-27, the following number of citations:

  • WoS: 30
  • Scopus: 35
  • Europe PMC: 11
  • Google Scholar: 57
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-27:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 108.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 108 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 2.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 2 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://oa.upm.es/30531/

As a result of the publication of the work in the institutional repository, statistical usage data has been obtained that reflects its impact. In terms of dissemination, we can state that, as of

  • Views: 483
  • Downloads: 391
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (SOLANA GUTIERREZ, JOAQUIN) and Last Author (GOMEZ AGUILERA, ENRIQUE JAVIER).

the author responsible for correspondence tasks has been SOLANA GUTIERREZ, JOAQUIN.

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