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20192021
most citedAutomatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem

622 citations · 622 across the 6 of their papers we have counts for

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cs.CV2021

Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics

Matthias Perkonigg, Johannes Hofmanninger, Christian Herold +2

Machine learning in medical imaging during clinical routine is impaired by changes in scanner protocols, hardware, or policies resulting in a heterogeneous set of acquisition setti…