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researcher

Roger Vaughan

2 papers hereh-index 3150 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedFairness-Aware Interpretable Modeling (FAIM) for Trustworthy Machine Learning in Healthcare

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Fairness-Aware Interpretable Modeling (FAIM) for Trustworthy Machine Learning in Healthcare

Mingxuan Liu, Yilin Ning, Yuhe Ke +5

The escalating integration of machine learning in high-stakes fields such as healthcare raises substantial concerns about model fairness. We propose an interpretable framework - Fa…

cs.LG2023

Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist

Yilin Ning, Salinelat Teixayavong, Yuqing Shang +14

The widespread use of ChatGPT and other emerging technology powered by generative artificial intelligence (GenAI) has drawn much attention to potential ethical issues, especially i…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.