Table 21.
Systematic reviews published between 2021 and 2024. The first column is the identifier (Id), the third column contains the number of studies analyzed (#), the fourth column the methodology used, and the fifth column has the year of publication
| Id | Title | # | Methodology | Year | Ref. |
|---|---|---|---|---|---|
| h | The application of artificial intelligence and dataintegration in COVID-19 studies: a scoping review | 794 | PRISMA | 2021 | [66] |
| i | Surveillance of communicable diseases using social media: A systematic review | 23 | PRISMA | 2023 | [67] |
| j | Applications of machine learning for COVID-19 misinformation: a systematic review | 43 | PRISMA | 2022 | [68] |
| k | Classification of COVID-19 misinformation on social media based on neuro-fuzzy and neural network: A systematic review | 34 | Kitchenham [69, 70] | 2022 | [71] |
| l | The Impact and Applications of Social Media Platforms for Public Health Responses Before and During the COVID-19 Pandemic: Systematic Literature Review | 678 | Not referenced | 2021 | [72] |
| m | Promoter or barrier? Assessing how social media predicts COVID-19 vaccine acceptance and hesitancy: A systematic review of primary series and booster vaccine investigations | 113 | PRISMA | 2024 | [73] |
| n | Utilizing natural language processing and large language models in the diagnosis and prediction of infectious diseases: A systematic review | 15 | PRISMA | 2024 | [74] |