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Clinician-facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI
Artificial Intelligence (AI) in medical applications holds great promise. However, the use of
Machine Learning-based (ML) systems in clinical practice is still minimal. It is uniquely …
Machine Learning-based (ML) systems in clinical practice is still minimal. It is uniquely …
Human-centered design and evaluation of AI-empowered clinical decision support systems: a systematic review
Introduction Artificial intelligence (AI) technologies are increasingly applied to empower
clinical decision support systems (CDSS), providing patient-specific recommendations to …
clinical decision support systems (CDSS), providing patient-specific recommendations to …
Expanding explainability: Towards social transparency in ai systems
As AI-powered systems increasingly mediate consequential decision-making, their
explainability is critical for end-users to take informed and accountable actions. Explanations …
explainability is critical for end-users to take informed and accountable actions. Explanations …
Towards a science of human-ai decision making: a survey of empirical studies
V Lai, C Chen, QV Liao, A Smith-Renner… - ar** with imperfect algorithms during medical decision-making
Machine learning (ML) is increasingly being used in image retrieval systems for medical
decision making. One application of ML is to retrieve visually similar medical images from …
decision making. One application of ML is to retrieve visually similar medical images from …
Improving human-AI partnerships in child welfare: understanding worker practices, challenges, and desires for algorithmic decision support
AI-based decision support tools (ADS) are increasingly used to augment human decision-
making in high-stakes, social contexts. As public sector agencies begin to adopt ADS, it is …
making in high-stakes, social contexts. As public sector agencies begin to adopt ADS, it is …
Re-examining whether, why, and how human-AI interaction is uniquely difficult to design
Artificial Intelligence (AI) plays an increasingly important role in improving HCI and user
experience. Yet many challenges persist in designing and innovating valuable human-AI …
experience. Yet many challenges persist in designing and innovating valuable human-AI …