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Karin Stacke
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A closer look at domain shift for deep learning in histopathology
K Stacke, G Eilertsen, J Unger, C Lundström
arXiv preprint arXiv:1909.11575, 2019
452019
Measuring domain shift for deep learning in histopathology
K Stacke, G Eilertsen, J Unger, C Lundström
IEEE journal of biomedical and health informatics 25 (2), 325-336, 2020
422020
Proactive construction of an annotated imaging database for artificial intelligence training
CB Stadler, M Lindvall, C Lundström, A Bodén, K Lindman, J Rose, ...
Journal of digital imaging 34 (1), 105-115, 2021
72021
A study of deep learning colon cancer detection in limited data access scenarios
A Tsirikoglou, K Stacke, G Eilertsen, M Lindvall, J Unger
arXiv preprint arXiv:2005.10326, 2020
62020
Primary tumor and inter-organ augmentations for supervised lymph node colon adenocarcinoma metastasis detection
A Tsirikoglou, K Stacke, G Eilertsen, J Unger
International Conference on Medical Image Computing and Computer-Assisted …, 2021
52021
Evaluation of contrastive predictive coding for histopathology applications
K Stacke, C Lundström, J Unger, G Eilertsen
Machine Learning for Health, 328-340, 2020
42020
Learning representations with contrastive self-supervised learning for histopathology applications
K Stacke, J Unger, C Lundström, G Eilertsen
arXiv preprint arXiv:2112.05760, 2021
22021
Combatting out-of-distribution errors using model-agnostic meta-learning for digital pathology
F Fagerblom, K Stacke, J Molin
Medical Imaging 2021: Digital Pathology 11603, 186-192, 2021
12021
Automatic Brain Segmentation into Substructures Using Quantitative MRI
K Stacke
2016
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Articles 1–9