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Human-AI Collaboration and Decision Support / Human-AI Collaborative Decision-Making and Advice Adoption

Mental health detection tools generalize poorly in practice and lack direct linkage to clinical needs.

lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption

Mental health detection tools generalize poorly in practice and lack direct linkage to clinical needs.

UbiComp '24Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare

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Doctors' over-reliance on AI diagnostic tools reduces judgment and medical accountability.

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Adolescent girls and young women in Kenyan pharmacies lack privacy-friendly contraceptive counseling support.

CHI '25Supporting Contraceptive Decision-Making in the Intermediated Pharmacy Setting in Kenya

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Traditional medical training methods struggle to comprehensively analyze team communication and task allocation.

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Teachers struggle to effectively assess students' CT skills in game-based and open-ended learning.

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Thai firefighting lacks advanced technology, and teams struggle to respond efficiently to sudden fires.

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Emergency department teams easily make diagnostic errors under high pressure, affecting patient safety.

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