Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease
Motor impairments are only one aspect of Parkinson's disease (PD), which also include
cognitive and linguistic impairments. Speech-derived interpretable biomarkers may help …
cognitive and linguistic impairments. Speech-derived interpretable biomarkers may help …
Unveiling early signs of Parkinson's disease via a longitudinal analysis of celebrity speech recordings
Numerous studies proposed methods to detect Parkinson's disease (PD) via speech
analysis. However, existing corpora often lack prodromal recordings, have small sample …
analysis. However, existing corpora often lack prodromal recordings, have small sample …
[HTML][HTML] Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson's disease in multi-lingual scenarios
Speech-based approaches for assessing Parkinson's Disease (PD) often rely on feature
extraction for automatic classification or detection. While many studies prioritize accuracy by …
extraction for automatic classification or detection. While many studies prioritize accuracy by …
[PDF][PDF] Exploring the complementary nature of speech and eye movements for profiling neurological disorders
Subtle changes in both speech and ocular movements often characterize
neurodegenerative diseases (NDs). This study aims to profile various NDs using speech …
neurodegenerative diseases (NDs). This study aims to profile various NDs using speech …
Harnessing Artificial Intelligence (AI) for Psychological Assessment and Treatment in Older Adults
EŞ Durak - Journal of Aging and Long-Term Care, 2024 - dergipark.org.tr
This review article examines the use of artificial intelligence (AI) in psychological health and
its contribution to enhancing psychological care for older adults. All over the world, where …
its contribution to enhancing psychological care for older adults. All over the world, where …
Analysis of Features for Machine Learning Approaches to Parkinson's Disease Detection
Natural Language Processing has been transformed by the introduction of Deep Learning
(DL) models for text and speech processing. Through intuitive techniques like transfer …
(DL) models for text and speech processing. Through intuitive techniques like transfer …