A Pilot Study in Surveying Clinical Judgments to Evaluate Radiology Report Generation
Offered By: Association for Computing Machinery (ACM) via YouTube
Course Description
Overview
Explore a pilot study on evaluating radiology report generation through clinical judgments in this 16-minute conference talk from FAccT 2021. Delve into the research methodology, key takeaways, and experimental results presented by W. Boag, H. Kane, S. Rawat, J. Wei, and A. Goehler. Examine the ranking task, annotator rationale, and existing metrics used in the study. Gain insights into potential concerns, accuracy considerations, and the implications of this research for the field of radiology and artificial intelligence in healthcare.
Syllabus
Introduction
Takeaways
Outline
Results
Why
First Idea
Discussion Results
Ranking Task
Experiment Results
Annotator Rationale
Existing Metrics
Potential Concerns
Accuracy
Conclusion
Taught by
ACM FAccT Conference
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