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 | 171 | 2020 |
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 | 69 | 2019 |
Learning representations with contrastive self-supervised learning for histopathology applications K Stacke, J Unger, C Lundström, G Eilertsen arXiv preprint arXiv:2112.05760, 2021 | 27 | 2021 |
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, 105-115, 2021 | 13 | 2021 |
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 | 9 | 2021 |
Evaluation of Contrastive Predictive Coding for Histopathology Applications. K Stacke, C Lundström, G Eilertsen ML4H@ NeurIPS, 328-340, 2020 | 9 | 2020 |
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 | 8 | 2020 |
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 | 6 | 2021 |
A closer look at domain shift for deep learning in histopathology. arXiv K Stacke, G Eilertsen, J Unger, C Lundström arXiv preprint arXiv:1909.11575 10, 2019 | 6 | 2019 |
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT K Stacke, I Bhattacharya, JR Tse, JD Brooks, GA Sonn, M Rusu arXiv preprint arXiv:2209.14657, 2022 | 2 | 2022 |
Automatic brain segmentation into substructures using quantitative mri K Stacke | 1 | 2016 |
James D Brooks LF Newcomb, DW Lin, JT Leppert, M Gleave Computer, 2024 | | 2024 |
Deep Learning for Digital Pathology in Limited Data Scenarios K Stacke Linköping University Electronic Press, 2022 | | 2022 |