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 …
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 …
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 …
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 …
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
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 …
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
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 …
(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
Individuals with Autism Spectrum Disorder (ASD) tend to show distinctive, atypical acoustic
patterns of speech. These behaviors affect social interactions and social development and …
patterns of speech. These behaviors affect social interactions and social development and …