Integrated Approach Using Intuitionistic Fuzzy Multicriteria Decision-Making to Support Classifier Selection for Technology Adoption in Patients with Parkinson Disease: Algorithm Development and Validation

The IF-AHP-IF-DEMATEL-CoCoSo approach helped to identify classification algorithms that do not just discriminate between good and bad adopters of assistive technologies within the Parkinson population but also consider technology-specific features like design, quality, and compatibility that make these classifiers easily implementable by clinicians in the health care system.

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Publication Details

Journal
JMIR Rehabilitation and Assistive Technologies
Published
2024-10-22
DOI
https://doi.org/10.2196/57940
Citations
4
Primary Topic
Assistive Technology in Communication and Mobility
Type
article
Field-Weighted Citation Impact
6.87

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article

Integrated Approach Using Intuitionistic Fuzzy Multicriteria Decision-Making to Support Classifier Selection for Technology Adoption in Patients with Parkinson Disease: Algorithm Development and Validation

Muhammet Gül, Chris Nugent, Miguel Ortíz‐Barrios, Mark Donnelly et al.
4 citations
JMIR Rehabilitation and Assistive Technologies
Assistive Technology in Communication and Mobility
6.87
article

Integrated Approach Using Intuitionistic Fuzzy Multicriteria Decision-Making to Support Classifier Selection for Technology Adoption in Patients with Parkinson Disease: Algorithm Development and Validation

Muhammet Gül, Chris Nugent, Miguel Ortíz‐Barrios, Mark Donnelly, Genett Jiménez‐Delgado, Melih Yücesan, Ian Cleland, Stephany Lucia Madrid-Sierra
article en
4 citations

Abstract

The IF-AHP-IF-DEMATEL-CoCoSo approach helped to identify classification algorithms that do not just discriminate between good and bad adopters of assistive technologies within the Parkinson population but also consider technology-specific features like design, quality, and compatibility that make these classifiers easily implementable by clinicians in the health care system.

JMIR Rehabilitation and Assistive TechnologiesVol. 11
University of Ulster (GB), University of the Coast (CO), Munzur University (TR), Istanbul University (TR)
European Commission
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Assistive Technology in Communication and Mobility
6.87
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