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Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study

Background: “Ricominciare” is a single-center, prospective, pre-/post-intervention pilot study aimed at verifying the feasibility and safety of the ARC Intellicare (ARC) system (an artificial intelligence-powered and inertial motion unit-based mobile platform) in the home rehabilitation of people wi...

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Autores principales: Capecci, Marianna, Cima, Rossella, Barbini, Filippo A., Mantoan, Alice, Sernissi, Francesca, Lai, Stefano, Fava, Riccardo, Tagliapietra, Luca, Ascari, Luca, Izzo, Roberto N., Leombruni, Maria Eleonora, Casoli, Paola, Hibel, Margherita, Ceravolo, Maria Gabriella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459854/
https://www.ncbi.nlm.nih.gov/pubmed/37631774
http://dx.doi.org/10.3390/s23167238
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author Capecci, Marianna
Cima, Rossella
Barbini, Filippo A.
Mantoan, Alice
Sernissi, Francesca
Lai, Stefano
Fava, Riccardo
Tagliapietra, Luca
Ascari, Luca
Izzo, Roberto N.
Leombruni, Maria Eleonora
Casoli, Paola
Hibel, Margherita
Ceravolo, Maria Gabriella
author_facet Capecci, Marianna
Cima, Rossella
Barbini, Filippo A.
Mantoan, Alice
Sernissi, Francesca
Lai, Stefano
Fava, Riccardo
Tagliapietra, Luca
Ascari, Luca
Izzo, Roberto N.
Leombruni, Maria Eleonora
Casoli, Paola
Hibel, Margherita
Ceravolo, Maria Gabriella
author_sort Capecci, Marianna
collection PubMed
description Background: “Ricominciare” is a single-center, prospective, pre-/post-intervention pilot study aimed at verifying the feasibility and safety of the ARC Intellicare (ARC) system (an artificial intelligence-powered and inertial motion unit-based mobile platform) in the home rehabilitation of people with disabilities due to respiratory or neurological diseases. Methods. People with Parkinson’s disease (pwPD) or post-COVID-19 condition (COV19) and an indication for exercise or home rehabilitation to optimize motor and respiratory function were enrolled. They underwent training for ARC usage and received an ARC unit to be used independently at home for 4 weeks, for 45 min 5 days/week sessions of respiratory and motor patient-tailored rehabilitation. ARC allows for exercise monitoring thanks to data from five IMU sensors, processed by an AI proprietary library to provide (i) patients with real-time feedback and (ii) therapists with information on patient adherence to the prescribed therapy. Usability (System Usability Scale, SUS), adherence, and adverse events were primary study outcomes. Modified Barthel Index (mBI), Barthel Dyspnea Index (BaDI), 2-Minute Walking Test (2MWT), Brief Fatigue Inventory (BFI), Beck Depression or Anxiety Inventory (BDI, BAI), and quality of life (EQ-5D) were also monitored pre- and post-treatment. Results. A total of 21 out of 23 eligible patients were enrolled and completed the study: 11 COV19 and 10 pwPD. The mean total SUS score was 77/100. The median patients’ adherence to exercise prescriptions was 80%. Clinical outcome measures (BaDI, 2MWT distance, BFI; BAI, BDI, and EQ-5D) improved significantly; no side effects were reported. Conclusion. ARC is usable and safe for home rehabilitation. Preliminary data suggest promising results on the effectiveness in subjects with post-COVID condition or Parkinson’s disease.
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spelling pubmed-104598542023-08-27 Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study Capecci, Marianna Cima, Rossella Barbini, Filippo A. Mantoan, Alice Sernissi, Francesca Lai, Stefano Fava, Riccardo Tagliapietra, Luca Ascari, Luca Izzo, Roberto N. Leombruni, Maria Eleonora Casoli, Paola Hibel, Margherita Ceravolo, Maria Gabriella Sensors (Basel) Article Background: “Ricominciare” is a single-center, prospective, pre-/post-intervention pilot study aimed at verifying the feasibility and safety of the ARC Intellicare (ARC) system (an artificial intelligence-powered and inertial motion unit-based mobile platform) in the home rehabilitation of people with disabilities due to respiratory or neurological diseases. Methods. People with Parkinson’s disease (pwPD) or post-COVID-19 condition (COV19) and an indication for exercise or home rehabilitation to optimize motor and respiratory function were enrolled. They underwent training for ARC usage and received an ARC unit to be used independently at home for 4 weeks, for 45 min 5 days/week sessions of respiratory and motor patient-tailored rehabilitation. ARC allows for exercise monitoring thanks to data from five IMU sensors, processed by an AI proprietary library to provide (i) patients with real-time feedback and (ii) therapists with information on patient adherence to the prescribed therapy. Usability (System Usability Scale, SUS), adherence, and adverse events were primary study outcomes. Modified Barthel Index (mBI), Barthel Dyspnea Index (BaDI), 2-Minute Walking Test (2MWT), Brief Fatigue Inventory (BFI), Beck Depression or Anxiety Inventory (BDI, BAI), and quality of life (EQ-5D) were also monitored pre- and post-treatment. Results. A total of 21 out of 23 eligible patients were enrolled and completed the study: 11 COV19 and 10 pwPD. The mean total SUS score was 77/100. The median patients’ adherence to exercise prescriptions was 80%. Clinical outcome measures (BaDI, 2MWT distance, BFI; BAI, BDI, and EQ-5D) improved significantly; no side effects were reported. Conclusion. ARC is usable and safe for home rehabilitation. Preliminary data suggest promising results on the effectiveness in subjects with post-COVID condition or Parkinson’s disease. MDPI 2023-08-17 /pmc/articles/PMC10459854/ /pubmed/37631774 http://dx.doi.org/10.3390/s23167238 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Capecci, Marianna
Cima, Rossella
Barbini, Filippo A.
Mantoan, Alice
Sernissi, Francesca
Lai, Stefano
Fava, Riccardo
Tagliapietra, Luca
Ascari, Luca
Izzo, Roberto N.
Leombruni, Maria Eleonora
Casoli, Paola
Hibel, Margherita
Ceravolo, Maria Gabriella
Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title_full Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title_fullStr Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title_full_unstemmed Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title_short Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the “Ricominciare” Pilot Study
title_sort telerehabilitation with arc intellicare to cope with motor and respiratory disabilities: results about the process, usability, and clinical effect of the “ricominciare” pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459854/
https://www.ncbi.nlm.nih.gov/pubmed/37631774
http://dx.doi.org/10.3390/s23167238
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