[HTML][HTML] Lower urinary tract symptoms in depression: a review

DJ Anderson, A Aucoin, CR Toups… - Health psychology …, 2023 - ncbi.nlm.nih.gov
Abstract Lower Urinary Tract Symptoms (LUTS) are frequently present in the general
population as patients age with approximately a third of individuals experiencing LUTS …

[HTML][HTML] Digital phenotyping for differential diagnosis of major depressive episode: narrative review

E Ettore, P Müller, J Hinze, M Riemenschneider… - JMIR mental …, 2023 - mental.jmir.org
Background Major depressive episode (MDE) is a common clinical syndrome. It can be
found in different pathologies such as major depressive disorder (MDD), bipolar disorder …

[HTML][HTML] Findings from the step up, test up study of an electronic screening and brief intervention for alcohol misuse in adolescents and young adults presenting for HIV …

NS Karnik, LM Kuhns, AL Hotton, N Del Vecchio… - JMIR Mental …, 2023 - mental.jmir.org
Background Substance use, particularly binge drinking of alcohol and noninjection
substance use, is associated with increased risk for HIV infection among youth, but …

Machine Learning for Mental Health: Applications, Challenges, and the Clinician's Role

S Singhal, DL Cooke, RI Villareal, JJ Stoddard… - Current Psychiatry …, 2024 - Springer
Abstract Purpose of Review This review aims to evaluate the current psychiatric applications
and limitations of machine learning (ML), defined as techniques used to train algorithms to …

Differentiation between depression and bipolar disorder in child and adolescents by voice features

J Luo, Y Wu, M Liu, Z Li, Z Wang, Y Zheng… - Child and Adolescent …, 2024 - Springer
Objective Major depressive disorder (MDD) and bipolar disorder (BD) are serious chronic
disabling mental and emotional disorders, with symptoms that often manifest atypically in …

[HTML][HTML] Severity Classification Using Dynamic Time Warping–Based Voice Biomarkers for Patients With COVID-19: Feasibility Cross-Sectional Study

T Watase, Y Omiya, S Tokuno - JMIR Biomedical …, 2023 - biomedeng.jmir.org
Background: In Japan, individuals with mild COVID-19 illness previously required to be
monitored in designated areas and were hospitalized only if their condition worsened to …

Relationship between psychological stress determined by voice analysis and periodontal status: a cohort study

T Maruyama, D Ekuni, M Higuchi, E Takayama… - International journal of …, 2022 - mdpi.com
In modern society, evaluation and management of psychological stress may be important for
the prevention of periodontal disease. The purpose of this study was to examine the …

[PDF][PDF] Automatic speech emotion recognition using machine learning: digital transformation of mental health

S Madanian, D Parry, O Adeleye… - Proceedings of the …, 2022 - par.nsf.gov
Human's emotional states affect their utterances which are generated through vocal cord
vibrations. Accurate recognition of these emotional states encoded in human speech signals …

The voice of depression: speech features as biomarkers for major depressive disorder

F Menne, F Dörr, J Schräder, J Tröger, U Habel… - BMC psychiatry, 2024 - Springer
Background Psychiatry faces a challenge due to the lack of objective biomarkers, as current
assessments are based on subjective evaluations. Automated speech analysis shows …

Distinguish the severity of illness associated with novel coronavirus (COVID-19) infection via sustained vowel speech features

Y Omiya, D Mizuguchi, S Tokuno - International Journal of Environmental …, 2023 - mdpi.com
The authors are currently conducting research on methods to estimate psychiatric and
neurological disorders from a voice by focusing on the features of speech. It is empirically …