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A Pilot Study in Surveying Clinical Judgments to Evaluate Radiology Report Generation

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

ACM FAccT Conference Courses Data Analysis Courses Radiology Courses Research Methodology Courses

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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