Data Analytics in Mental Healthcare Article Swipe
Ayesha Kamran Ul haq
,
Amira Khattak
,
Noreen Jamil
,
M. Asif Naeem
,
Farhaan Mirza
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1155/2020/2024160
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1155/2020/2024160
Worldwide, about 700 million people are estimated to suffer from mental illnesses. In recent years, due to the extensive growth rate in mental disorders, it is essential to better understand the inadequate outcomes from mental health problems. Mental health research is challenging given the perceived limitations of ethical principles such as the protection of autonomy, consent, threat, and damage. In this survey, we aimed to investigate studies where big data approaches were used in mental illness and treatment. Firstly, different types of mental illness, for instance, bipolar disorder, depression, and personality disorders, are discussed. The effects of mental health on user’s behavior such as suicide and drug addiction are highlighted. A description of the methodologies and tools is presented to predict the mental condition of the patient under the supervision of artificial intelligence and machine learning.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1155/2020/2024160
- https://downloads.hindawi.com/journals/sp/2020/2024160.pdf
- OA Status
- hybrid
- Cited By
- 21
- References
- 16
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3038303469
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3038303469Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1155/2020/2024160Digital Object Identifier
- Title
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Data Analytics in Mental HealthcareWork title
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2020Year of publication
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2020-07-04Full publication date if available
- Authors
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Ayesha Kamran Ul haq, Amira Khattak, Noreen Jamil, M. Asif Naeem, Farhaan MirzaList of authors in order
- Landing page
-
https://doi.org/10.1155/2020/2024160Publisher landing page
- PDF URL
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https://downloads.hindawi.com/journals/sp/2020/2024160.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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hybridOpen access status per OpenAlex
- OA URL
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https://downloads.hindawi.com/journals/sp/2020/2024160.pdfDirect OA link when available
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Mental health, Mental illness, Psychiatry, Autonomy, Addiction, Psychology, Depression (economics), Clinical psychology, Medicine, Political science, Law, Economics, MacroeconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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21Total citation count in OpenAlex
- Citations by year (recent)
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2025: 10, 2024: 3, 2023: 1, 2022: 5, 2021: 2Per-year citation counts (last 5 years)
- References (count)
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16Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2889326210, https://openalex.org/W2803872820, https://openalex.org/W2614130874, https://openalex.org/W2512827249, https://openalex.org/W2114830474, https://openalex.org/W2803232128, https://openalex.org/W2897371552, https://openalex.org/W2907114814, https://openalex.org/W2532214630, https://openalex.org/W2606327865, https://openalex.org/W2912534240, https://openalex.org/W2912751061, https://openalex.org/W2789630939, https://openalex.org/W2806249777, https://openalex.org/W2897884280, https://openalex.org/W2981588470 |
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