Computerized analysis of speech and voice for Parkinson&apos;s disease: A systematic review.

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Abstract

Speech impairment is an early symptom of Parkinson's disease (PD). This study has summarized the literature related to speech and voice in detecting PD and assessing its severity.

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Most cited references 196

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MDS clinical diagnostic criteria for Parkinson's disease.

Ronald Postuma, Daniela Berg, Matthew Stern … (2015)

This document presents the Movement Disorder Society Clinical Diagnostic Criteria for Parkinson's disease (PD). The Movement Disorder Society PD Criteria are intended for use in clinical research but also may be used to guide clinical diagnosis. The benchmark for these criteria is expert clinical diagnosis; the criteria aim to systematize the diagnostic process, to make it reproducible across centers and applicable by clinicians with less expertise in PD diagnosis. Although motor abnormalities remain central, increasing recognition has been given to nonmotor manifestations; these are incorporated into both the current criteria and particularly into separate criteria for prodromal PD. Similar to previous criteria, the Movement Disorder Society PD Criteria retain motor parkinsonism as the core feature of the disease, defined as bradykinesia plus rest tremor or rigidity. Explicit instructions for defining these cardinal features are included. After documentation of parkinsonism, determination of PD as the cause of parkinsonism relies on three categories of diagnostic features: absolute exclusion criteria (which rule out PD), red flags (which must be counterbalanced by additional supportive criteria to allow diagnosis of PD), and supportive criteria (positive features that increase confidence of the PD diagnosis). Two levels of certainty are delineated: clinically established PD (maximizing specificity at the expense of reduced sensitivity) and probable PD (which balances sensitivity and specificity). The Movement Disorder Society criteria retain elements proven valuable in previous criteria and omit aspects that are no longer justified, thereby encapsulating diagnosis according to current knowledge. As understanding of PD expands, the Movement Disorder Society criteria will need continuous revision to accommodate these advances.

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Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS): scale presentation and clinimetric testing results.

Christopher G. Goetz, Barbara C. Tilley, Stephanie Shaftman … (2008)

We present a clinimetric assessment of the Movement Disorder Society (MDS)-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS). The MDS-UDPRS Task Force revised and expanded the UPDRS using recommendations from a published critique. The MDS-UPDRS has four parts, namely, I: Non-motor Experiences of Daily Living; II: Motor Experiences of Daily Living; III: Motor Examination; IV: Motor Complications. Twenty questions are completed by the patient/caregiver. Item-specific instructions and an appendix of complementary additional scales are provided. Movement disorder specialists and study coordinators administered the UPDRS (55 items) and MDS-UPDRS (65 items) to 877 English speaking (78% non-Latino Caucasian) patients with Parkinson's disease from 39 sites. We compared the two scales using correlative techniques and factor analysis. The MDS-UPDRS showed high internal consistency (Cronbach's alpha = 0.79-0.93 across parts) and correlated with the original UPDRS (rho = 0.96). MDS-UPDRS across-part correlations ranged from 0.22 to 0.66. Reliable factor structures for each part were obtained (comparative fit index > 0.90 for each part), which support the use of sum scores for each part in preference to a total score of all parts. The combined clinimetric results of this study support the validity of the MDS-UPDRS for rating PD.

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Parkinsonism: onset, progression, and mortality

M M Hoehn, M D Yahr (1967)

Neurology, 17(5), 427-427

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Author and article information

Journal

Journal ID (iso-abbrev): Comput Methods Programs Biomed

Title: Computer methods and programs in biomedicine

Publisher: Elsevier BV

ISSN (Electronic): 1872-7565

ISSN (Print): 0169-2607

Publication date (Electronic): Nov 2022

Volume: 226

Affiliations

[1 ] Biosignals Lab, RMIT University, Melbourne, Australia.

[2 ] Biosignals Lab, RMIT University, Melbourne, Australia; Department of Electrical & Electronic Engineering, Rajshahi University of Engineering & Technology, Rajshahi 6204, Bangladesh.

[3 ] Biosignals Lab, RMIT University, Melbourne, Australia; Universitas Surabaya, Indonesia.

[4 ] Intelligent Information Systems Lab, Technical University of Kosice, Letna 9, 42001, Kosice, Slovakia.

[5 ] Neurosciences Department, Monash Health, Clayton, VIC, Australia; Department of Medicine, School of Clinical Sciences, Monash University, Clayton, VIC, Australia.

[6 ] Biosignals Lab, RMIT University, Melbourne, Australia. Electronic address: dinesh.kumar@rmit.edu.au.

Article

Publisher Item ID: S0169-2607(22)00514-4

DOI: 10.1016/j.cmpb.2022.107133

PubMed ID: 36183641

SO-VID: 6070eb07-cbee-4f71-8d49-a6af7f99c37c

History

Keywords: Speech,Acoustics,Articulation,Parkinson's disease,Phonation,Voice

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Keywords: Speech, Acoustics, Articulation, Parkinson's disease, Phonation, Voice

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Computerized analysis of speech and voice for Parkinson's disease: A systematic review.

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Karger: Neurology and Neuroscience

Most cited references 196

MDS clinical diagnostic criteria for Parkinson's disease.

Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS): scale presentation and clinimetric testing results.

Parkinsonism: onset, progression, and mortality

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