PsyProf is conceived as a demonstrative platform to produce effective depression screening tools. To improve the interpretability of the decisions, the platform also includes a gender profiler model, which allows to improve the context.
Mar 16, 2023
Apr 2, 2023 · Depression is one of the most prevalent mental disorders. For its effective treatment, patients need a quick and accurate diagnosis.
PsyProf: A Platform for Assisted Screening of Depression in Social Media ... Social media as a measurement tool of depression in populations. In: WebSci ...
PsyProf: A Platform for Assisted Screening of Depression in Social Media ; ISSN · 1611-3349, ; ISBN · 9783031282409 ; Year of publication · 2023 ; Volume · 13982 LNCS.
In contrast, many people feel more at ease discussing their mental health issues on social media. This demo paper presents a platform for assisted examination ...
Mar 19, 2024 · The present work introduces a novel dataset—hereby called the SetembroBR corpus—for the study and development of depression and anxiety disorder ...
Jul 1, 2020 · In this paper we propose a scalable platform for real-time processing of Social Media data. The platform ingests huge amounts of contents, ...
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People also ask
How does social media help with depression?
Patients are turning to social media for health information and communication. Some healthcare social media platforms, such as online depression communities are being used by people with depressed symptoms to obtain health information and provide social support for each other to fight against the depression.
What can social media platforms do to help mental health?
However, when social media is used to enhance existing relationships and forge new social connections it can help reduce loneliness1. Some research has found social media especially helpful for reducing loneliness among older adults2.
How to avoid depression induced by social media?
Research has found that taking several days off can lead to significant improvements in well-being, depression and anxiety. You can also cut back without going cold turkey: limiting yourself to using Facebook, Instagram and Snapchat just 10 minutes a day can result in less loneliness and depression.
How can we mitigate the negative effects of social media on mental health?
Here are some limit-setting strategies to try:
Track your time on apps. ...
Turn off push notifications. ...
Moving social media apps off your home screen. ...
Set up “no phone zones” and “no phone times” where you don't use your phone, such as your bedroom after a certain time, at the dinner table, or Sunday mornings.
[PDF] A Depression Surveillance System for Social Media Analysis
aclanthology.org › 2024.eacl-demo...
Mar 22, 2024 · The authors claimed that the platform could assist professionals in labeling data and utilizing depression estimators and profiling models.
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May 1, 2021 · Screening social media profiles may be a valid way to detect depression. Facebook number of friends and postings, and use of words correlated with depression.
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Sep 7, 2024 · This paper presents an efficient semantic pipeline to study depression severity in individuals based on their social media writings. We select ...