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Melanie Bernhardt

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Risk of Bias in Chest X-ray Foundation Models

Sep 07, 2022
Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

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Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed

May 27, 2022
Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker

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Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias

Jan 19, 2022
Melanie Bernhardt, Charles Jones, Ben Glocker

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Active label cleaning: Improving dataset quality under resource constraints

Sep 01, 2021
Melanie Bernhardt, Daniel C. Castro, Ryutaro Tanno, Anton Schwaighofer, Kerem C. Tezcan, Miguel Monteiro, Shruthi Bannur, Matthew Lungren, Aditya Nori, Ben Glocker, Javier Alvarez-Valle, Ozan Oktay

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Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs

Jul 14, 2021
Shruthi Bannur, Ozan Oktay, Melanie Bernhardt, Anton Schwaighofer, Rajesh Jena, Besmira Nushi, Sharan Wadhwani, Aditya Nori, Kal Natarajan, Shazad Ashraf, Javier Alvarez-Valle, Daniel C. Castro

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Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction

Jun 25, 2020
Melanie Bernhardt, Valery Vishnevskiy, Richard Rau, Orcun Goksel

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