Deep Learning based techniques for Neuro-degenerative disorders detection

LK Varanasi, CM Dasari - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Mental disorders are neural issues that influence brain cognition and social connectivity.
The significant increase in mental disorders needs prompt detection for effective treatment …

Depressive disorder recognition based on frontal EEG signals and deep learning

Y Xu, H Zhong, S Ying, W Liu, G Chen, X Luo, G Li - Sensors, 2023 - mdpi.com
Depressive disorder (DD) has become one of the most common mental diseases, seriously
endangering both the affected person's psychological and physical health. Nowadays, a DD …

Inferring depression and its semantic underpinnings from simple lexical choices

L Kruse, R Rocca, M Wallentin - Depression and Anxiety, 2024 - Wiley Online Library
Spatial demonstratives are highly frequent linguistic universals, with at least two contrastive
expressions (proximal (“this”) vs. distal (“that”)) indicating physical, social, or functional …

Mental Health Prediction through Text Chat Conversations

M Nouman, H Sara, SY Khoo… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
This study investigated the viability of classifying mental health conditions from text chat
conversations using deep learning (DL) models. A novel dataset of real-time users was …

Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts

JA Benítez-Andrades, MT García-Ordás… - Semantic …, 2023 - content.iospress.com
Social networks have become information dissemination channels, where announcements
are posted frequently; they also serve as frameworks for debates in various areas (eg …

Análisis del Lenguaje Natural para la Identificación de Alteraciones Mentales en Redes Sociales: Una Revisión Sistemática de Estudios

MT Ismael, DM Jesús, AS Johana - Rev Politéc.(Quito), 2024 - scielo.senescyt.gob.ec
Resumen ISMAEL, Mieles Toloza,; JESUS, Delgado Meza, y JOHANA, Acevedo-Suárez,.
Análisis del Lenguaje Natural para la Identificación de Alteraciones Mentales en Redes …

Automated Parkinson's Disease Detection: A Review of Techniques, Datasets, Modalities, and Open Challenges

S Zadoo, Y Singh, PK Singh - International Journal on Smart Sensing and … - sciendo.com
Parkinson's disease (PsD) is a prevalent neurodegenerative malady, which keeps
intensifying with age. It is acquired by the progressive demise of the dopaminergic neurons …