DDdeep: deep learning-based text analysis for depression illness detection on social media posts
M reza Keyvanpour, S Mehrmolaei, F Gholami - 2022 - researchsquare.com
Recently, depression has been raised as one of the most popular mental health disorders in
the world. Also, social networks can be considered a valuable resource for mental health …
the world. Also, social networks can be considered a valuable resource for mental health …
DDdeep: deep learning-based text analysis for depression illness detection on social media posts
K Mr, S Mehrmolaei, F Gholami - 2022 - europepmc.org
Recently, depression has been raised as one of the most popular mental health disorders in
the world. Also, social networks can be considered a valuable resource for mental health …
the world. Also, social networks can be considered a valuable resource for mental health …
Depression detection from social media text analysis using natural language processing techniques and hybrid deep learning model
Depression is a kind of emotion that negatively impacts people's daily lives. The number of
people suffering from long-term feelings is increasing every year across the globe …
people suffering from long-term feelings is increasing every year across the globe …
TEXT-BASED DEPRESSION DETECTION ON SOCIAL MEDIA USING DEEP LEARNING
J ARDHARN, W Charoenruengkit - 2024 - ir-ithesis.swu.ac.th
Social media has become an increasingly influential platform for emotional expression,
particularly during the COVID-19 pandemic, which has restricted physical mobility and …
particularly during the COVID-19 pandemic, which has restricted physical mobility and …
Text-based depression detection on social media posts: A systematic literature review
D William, D Suhartono - Procedia Computer Science, 2021 - Elsevier
Due to the huge increase of awareness of mental health well-being, the detection of mental
illness itself is starting to become a huge concern. Many psychiatrists found difficulties in …
illness itself is starting to become a huge concern. Many psychiatrists found difficulties in …
[PDF][PDF] Detection of Text-Based Depression on Thai Social Media Using Deep Learning
J Ardharn, W Charoenruengkit - rsucon.rsu.ac.th
Social media has become an increasingly influential platform for emotional expression,
particularly during the COVID-19 pandemic, which has restricted physical mobility and …
particularly during the COVID-19 pandemic, which has restricted physical mobility and …
Developing Deep Learning Models for Depression Detection in Texts
SA Aigbe - 2023 - uh-ir.tdl.org
Depression is a major mental health disorder affecting a significant portion of the world
population. Methods mostly being employed for depression detection are clinical interviews …
population. Methods mostly being employed for depression detection are clinical interviews …
Convolution neural network having multiple channels with own attention layer for depression detection from social data
People share textual posts about their interests, routines, and moods on social platforms,
which can be targeted to evaluate their mental state using diverse techniques such as …
which can be targeted to evaluate their mental state using diverse techniques such as …
[PDF][PDF] Comparative Analysis of Machine Learning and Deep Learning Algorithms for Twitter-Based Depression Detection
EF dos Santos, LG Lattari, MAN Coelho, BP de Castro - sbic.org.br
Depression is a significant mental health disorder affecting millions of individuals globally.
Detecting depressive symptoms from written texts, especially on social media platforms like …
Detecting depressive symptoms from written texts, especially on social media platforms like …
[HTML][HTML] An attention-based CNN-BiLSTM model for depression detection on social media text
Depression has long been described as a common mental health disorder and a disease
with a set of diagnostic criteria that influences the affected individuals' feelings and behavior …
with a set of diagnostic criteria that influences the affected individuals' feelings and behavior …