Artificial intelligence in positive mental health: a narrative review
The paper reviews the entire spectrum of Artificial Intelligence (AI) in mental health and its positive role in mental health. AI has a huge number of promises to offer mental health care and this paper looks at multiple facets of the same. The paper first defines AI and its scope in the area of men...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2024-03-01
|
| Series: | Frontiers in Digital Health |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fdgth.2024.1280235/full |
| _version_ | 1797258622244225024 |
|---|---|
| author | Anoushka Thakkar Ankita Gupta Avinash De Sousa |
| author_facet | Anoushka Thakkar Ankita Gupta Avinash De Sousa |
| author_sort | Anoushka Thakkar |
| collection | DOAJ |
| description | The paper reviews the entire spectrum of Artificial Intelligence (AI) in mental health and its positive role in mental health. AI has a huge number of promises to offer mental health care and this paper looks at multiple facets of the same. The paper first defines AI and its scope in the area of mental health. It then looks at various facets of AI like machine learning, supervised machine learning and unsupervised machine learning and other facets of AI. The role of AI in various psychiatric disorders like neurodegenerative disorders, intellectual disability and seizures are discussed along with the role of AI in awareness, diagnosis and intervention in mental health disorders. The role of AI in positive emotional regulation and its impact in schizophrenia, autism spectrum disorders and mood disorders is also highlighted. The article also discusses the limitations of AI based approaches and the need for AI based approaches in mental health to be culturally aware, with structured flexible algorithms and an awareness of biases that can arise in AI. The ethical issues that may arise with the use of AI in mental health are also visited. |
| first_indexed | 2024-04-24T22:56:27Z |
| format | Article |
| id | doaj.art-d3f3c8beba0e4a4aaf8c1e1e8b54091d |
| institution | Directory Open Access Journal |
| issn | 2673-253X |
| language | English |
| last_indexed | 2024-04-24T22:56:27Z |
| publishDate | 2024-03-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Digital Health |
| spelling | doaj.art-d3f3c8beba0e4a4aaf8c1e1e8b54091d2024-03-18T04:57:49ZengFrontiers Media S.A.Frontiers in Digital Health2673-253X2024-03-01610.3389/fdgth.2024.12802351280235Artificial intelligence in positive mental health: a narrative reviewAnoushka Thakkar0Ankita Gupta1Avinash De Sousa2MINDLab, The MINDS Foundation, Mumbai, IndiaMINDLab, The MINDS Foundation, Mumbai, IndiaDesousa Foundation, Mumbai, IndiaThe paper reviews the entire spectrum of Artificial Intelligence (AI) in mental health and its positive role in mental health. AI has a huge number of promises to offer mental health care and this paper looks at multiple facets of the same. The paper first defines AI and its scope in the area of mental health. It then looks at various facets of AI like machine learning, supervised machine learning and unsupervised machine learning and other facets of AI. The role of AI in various psychiatric disorders like neurodegenerative disorders, intellectual disability and seizures are discussed along with the role of AI in awareness, diagnosis and intervention in mental health disorders. The role of AI in positive emotional regulation and its impact in schizophrenia, autism spectrum disorders and mood disorders is also highlighted. The article also discusses the limitations of AI based approaches and the need for AI based approaches in mental health to be culturally aware, with structured flexible algorithms and an awareness of biases that can arise in AI. The ethical issues that may arise with the use of AI in mental health are also visited.https://www.frontiersin.org/articles/10.3389/fdgth.2024.1280235/fullartificial intelligencepositive mental healthethicsmachine learningmental health |
| spellingShingle | Anoushka Thakkar Ankita Gupta Avinash De Sousa Artificial intelligence in positive mental health: a narrative review Frontiers in Digital Health artificial intelligence positive mental health ethics machine learning mental health |
| title | Artificial intelligence in positive mental health: a narrative review |
| title_full | Artificial intelligence in positive mental health: a narrative review |
| title_fullStr | Artificial intelligence in positive mental health: a narrative review |
| title_full_unstemmed | Artificial intelligence in positive mental health: a narrative review |
| title_short | Artificial intelligence in positive mental health: a narrative review |
| title_sort | artificial intelligence in positive mental health a narrative review |
| topic | artificial intelligence positive mental health ethics machine learning mental health |
| url | https://www.frontiersin.org/articles/10.3389/fdgth.2024.1280235/full |
| work_keys_str_mv | AT anoushkathakkar artificialintelligenceinpositivementalhealthanarrativereview AT ankitagupta artificialintelligenceinpositivementalhealthanarrativereview AT avinashdesousa artificialintelligenceinpositivementalhealthanarrativereview |