Search Results for author: Vasantha Kumar Venugopal

Found 4 papers, 1 papers with code

New Epochs in AI Supervision: Design and Implementation of an Autonomous Radiology AI Monitoring System

no code implementations24 Nov 2023 Vasantha Kumar Venugopal, Abhishek Gupta, Rohit Takhar, Vidur Mahajan

With the increasingly widespread adoption of AI in healthcare, maintaining the accuracy and reliability of AI models in clinical practice has become crucial.

Decision Making

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

no code implementations26 Oct 2023 Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor

First, we extract the content from an image; then, we verbalize the extracted content into a report that matches the style of a specific radiologist.

Navigating Fairness in Radiology AI: Concepts, Consequences,and Crucial Considerations

no code implementations2 Jun 2023 Vasantha Kumar Venugopal, Abhishek Gupta, Rohit Takhar, Charlene Liew Jin Yee, Catherine Jones, Gilberto Szarf

This review discusses the concept of fairness in AI, focusing on bias auditing using the Aequitas toolkit, and its real-world implications in radiology, particularly in disease screening scenarios.

Fairness

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