Search Results for author: Chien-Ming Huang

Found 3 papers, 0 papers with code

Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review

no code implementations30 Oct 2023 Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath

However, how the information is presented, e. g., the sequence of recommendations and solicitation of interpretations, is equally crucial as complex interactions may emerge between humans and AI.

Decision Making

Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review

no code implementations21 Dec 2021 Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath

To alleviate these shortcomings in forthcoming research while acknowledging the challenges of human-centered design in healthcare, we introduce the INTRPRT guideline, a systematic design directive for transparent ML systems in medical image analysis.

Learning a Group-Aware Policy for Robot Navigation

no code implementations22 Dec 2020 Kapil Katyal, Yuxiang Gao, Jared Markowitz, Sara Pohland, Corban Rivera, I-Jeng Wang, Chien-Ming Huang

Human-aware robot navigation promises a range of applications in which mobile robots bring versatile assistance to people in common human environments.

Social Navigation

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