Search Results for author: Joris van Vugt

Found 2 papers, 1 papers with code

Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation

no code implementations14 Aug 2018 Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen

We analyze two transfer learning settings: 1) unsupervised transfer, where Hologic data with soft lesion annotation at pixel level and Siemens unlabelled data are used to annotate images in the latter data; 2) weak supervised transfer, where exam level labels for images from the Siemens mammograph are available.

Domain Adaptation Lesion Detection +1

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