Arabic Speech Analysis for Classification and Prediction of Mental Illness due to Depression Using Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8622022
Abstract: Depression is a global prevalent ailment for possible mental illness or mental disorder globally. Recognizing depressed early signs is critical for evaluating and preventing mental illness. With the progress of machine learning, it is possible… read more here.
Keywords: depression; arabic speech; mental illness; model ... See more keywords
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
Sign Up to like & getrecommendations! Published in 2021 at "European Psychiatry"
DOI: 10.1192/j.eurpsy.2021.2236
Abstract: Abstract Background Certain neuropsychiatric symptoms (NPS), namely apathy, depression, and anxiety demonstrated great value in predicting dementia progression, representing eventually an opportunity window for timely diagnosis and treatment. However, sensitive and objective markers of these… read more here.
Keywords: measuring neuropsychiatric; speech features; speech; neuropsychiatric symptoms ... See more keywords