anxiety
PulseAugur coverage of anxiety — every cluster mentioning anxiety across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New benchmark standardizes machine learning for mental health classification
Researchers have introduced the Neurai-VN Benchmark, a standardized framework for evaluating machine learning models in mental health classification using digital phenotyping. This benchmark is built upon the Neurai-VN …
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LLMs show promise for depression detection but struggle with severity
Researchers have explored the use of large language models (LLMs) for detecting depression in social media text. Their study compared zero-shot LLMs with traditional supervised classifiers, finding that while zero-shot …
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AI agents can now simulate seven psychological disorders
Researchers have developed a novel framework for modeling psychological disorders in reinforcement learning agents, moving beyond single-run, hand-tuned approaches. This new method allows for dose-controllable manipulat…
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Urban context amplifies inequalities in active mobility's mental health benefits
A new study utilizing causal machine learning on over 260,000 UK adults reveals significant inequalities in the mental health benefits derived from active mobility, such as walking and cycling. These disparities are not…
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New RSPC benchmark evaluates LLMs on mental health and relationship dynamics
Researchers have developed a new benchmark, the Relational Stress and Psychiatry Corpus (RSPC), to model stress and psychiatric conditions within digitally mediated relationships. The corpus, containing 1,799 annotated …