Search Results for author: Georg Wölflein

Found 9 papers, 5 papers with code

Deep Multiple Instance Learning with Distance-Aware Self-Attention

no code implementations17 May 2023 Georg Wölflein, Lucie Charlotte Magister, Pietro Liò, David J. Harrison, Ognjen Arandjelović

We evaluate our model on a custom MNIST-based MIL dataset that requires the consideration of relative spatial information, as well as on CAMELYON16, a publicly available cancer metastasis detection dataset, where we achieve a test AUROC score of 0. 91.

Cancer Metastasis Detection Multiple Instance Learning +1

HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks

1 code implementation13 Oct 2022 Georg Wölflein, In Hwa Um, David J Harrison, Ognjen Arandjelović

The presence and density of specific types of immune cells are important to understand a patient's immune response to cancer.

Determining Chess Game State From an Image

1 code implementation30 Apr 2021 Georg Wölflein, Ognjen Arandjelović

Identifying the configuration of chess pieces from an image of a chessboard is a problem in computer vision that has not yet been solved accurately.

Transfer Learning

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