Machine learning-and statistical-based voice analysis of Parkinson's disease patients: A survey

F Amato, G Saggio, V Cesarini, G Olmo… - Expert Systems with …, 2023 - Elsevier
The preliminary diagnosis and evaluation of the presence and/or severity of Parkinson's
disease is crucial in controlling the progress of the disease. Real-time, non-invasive …

[HTML][HTML] Smart conversational agents for the detection of neuropsychiatric disorders: A systematic review

MR Pacheco-Lorenzo… - Journal of biomedical …, 2021 - Elsevier
Objective: To determine whether smart conversational agents can be used for detection of
neuropsychiatric disorders. Therefore, we reviewed the technologies used, targeted mental …

[PDF][PDF] From ADHD to SAD: Analyzing the language of mental health on Twitter through self-reported diagnoses

G Coppersmith, M Dredze, C Harman… - Proceedings of the …, 2015 - aclanthology.org
Many significant challenges exist for the mental health field, but one in particular is a lack of
data available to guide research. Language provides a natural lens for studying mental …

Automatic detection of incoherent speech for diagnosing schizophrenia

D Iter, J Yoon, D Jurafsky - Proceedings of the Fifth Workshop on …, 2018 - aclanthology.org
Schizophrenia is a mental disorder which afflicts an estimated 0.7% of adults world wide. It
affects many areas of mental function, often evident from incoherent speech. Diagnosing …

[HTML][HTML] Detecting parkinson disease using a web-based speech task: Observational study

W Rahman, S Lee, MS Islam, VN Antony… - Journal of medical …, 2021 - jmir.org
Background Access to neurological care for Parkinson disease (PD) is a rare privilege for
millions of people worldwide, especially in resource-limited countries. In 2013, there were …

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

QC Ngo, MA Motin, ND Pah, P Drotár… - Computer Methods and …, 2022 - Elsevier
Background and objective 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 …

Is voice a marker for Autism spectrum disorder? A systematic review and metaanalysis

R Fusaroli, A Lambrechts, D Bang, DM Bowler… - Autism …, 2017 - Wiley Online Library
Individuals with Autism Spectrum Disorder (ASD) tend to show distinctive, atypical acoustic
patterns of speech. These behaviors affect social interactions and social development and …