National Study of Mental Health and Wellbeing, 2020-2022
The National Study of Mental Health and Wellbeing provides key statistics on mental health issues in Australia, including the prevalence of mental disorders, consultations with health professionals, and the use of mental health-related medications. The study covers a wide range of mental health conditions and offers insights into the impact of mental health on individuals and society.
詳細な紹介
The National Study of Mental Health and Wellbeing is a comprehensive survey conducted by the Australian Bureau of Statistics (ABS) to understand the mental health status of the Australian population. Key findings include the prevalence of mental disorders, the most common types of disorders, and the use of mental health services. The study also provides data on the co-occurrence of mental and physical health conditions, consultations with health professionals, and the use of digital technologies for mental health support. This data is crucial for policymakers, researchers, and healthcare providers to develop and implement effective mental health strategies.
もっとデータセット
Question-Level Feature Extraction on DAIC-WOZ Dataset
The DAIC-WOZ dataset contains clinical interviews designed to support the diagnosis of psychological distress conditions such as anxiety, depression, and post-traumatic stress disorder. This repository provides code for extracting question-level features from the DAIC-WOZ dataset, which can be used for multimodal analysis of depression levels.
HeartLink - Empathetic Psychological Model
HeartLink is an empathetic psychological model that uses a large language model fine-tuned on a large empathetic Q&A dataset. It can perceive users' emotions and experiences during conversations and provide empathetic responses using rich psychological knowledge, aiming to understand, comfort, and support users. The responses include emoji expressions to bridge the gap with users, offering psychological support and help during consultations.
PsychData
PsychData is an online platform for hosting and conducting surveys and experiments in psychology, supporting secure data collection for researchers and students.