Melanie Bernhardt

According to our database, Melanie Bernhardt authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker

Trans. Mach. Learn. Res., 2022

Risk of Bias in Chest X-ray Foundation Models.

Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

CoRR, 2022

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

Melanie Bernhardt, Charles Jones, Ben Glocker

CoRR, 2022

2021

Active label cleaning: Improving dataset quality under resource constraints.

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

CoRR, 2021

Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs.

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

CoRR, 2021

2020

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

Melanie Bernhardt, Valeriy Vishnevskiy, Richard Rau, Orcun Goksel

CoRR, 2020