Emotional Intelligence (EI) refers to an individual's ability to recognize, comprehend, regulate, and apply emotional information. In recent years, with the rapid advancement of affective computing technologies, emotion−enabled health monitoring and intervention have evolved into one of the core issues in the field of public health. This article systematically reviews research progress in key areas—including multimodal emotion recognition, psychological frameworks based on large models, digital emotion regulation interventions, and AI virtual agents—along with their specialized applications in mental health. Furthermore, it discusses current challenges. Specific challenges include: group differences and recognition accuracy issues, ethical and efficacy concerns in AI−based psychological interventions, and emotional data privacy and governance challenges. Future directions are proposed, such as advancing multimodal emotional reasoning and planning, promoting standardized diagnosis and treatment alongside personalized in−home support, and establishing an ethical framework centered on data governance and regulation.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |