no code implementations • 24 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.
no code implementations • 26 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.
no code implementations • 2 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.
2 code implementations • 13 Mar 2018 • Sasank Chilamkurthy, Rohit Ghosh, Swetha Tanamala, Mustafa Biviji, Norbert G. Campeau, Vasantha Kumar Venugopal, Vidur Mahajan, Pooja Rao, Prashant Warier
A part of this dataset (Qure25k dataset) was used to validate and the rest to develop algorithms.