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Melanie Bernhardt
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 7
Top Topics
Failure Detection
Visual Features
Resource Constraints
Medical Domain
Top Venues
CoRR
Trans. Mach. Learn. Res.
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Publications
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Melanie Bernhardt
,
Fabio De Sousa Ribeiro
,
Ben Glocker
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed.
Trans. Mach. Learn. Res.
2022 (2022)
Melanie Bernhardt
,
Charles Jones
,
Ben Glocker
Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias.
CoRR
(2022)
Ben Glocker
,
Charles Jones
,
Melanie Bernhardt
,
Stefan Winzeck
Risk of Bias in Chest X-ray Foundation Models.
CoRR
(2022)
Melanie Bernhardt
,
Fabio De Sousa Ribeiro
,
Ben Glocker
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed.
CoRR
(2022)
Melanie Bernhardt
,
Daniel C. Castro
,
Ryutaro Tanno
,
Anton Schwaighofer
,
Kerem C. Tezcan
,
Miguel Monteiro
,
Shruthi Bannur
,
Matthew P. Lungren
,
Aditya V. Nori
,
Ben Glocker
,
Javier Alvarez-Valle
,
Ozan Oktay
Active label cleaning: Improving dataset quality under resource constraints.
CoRR
(2021)
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
Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs.
CoRR
(2021)
Melanie Bernhardt
,
Valeriy Vishnevskiy
,
Richard Rau
,
Orcun Goksel
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction.
CoRR
(2020)