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ORCIDKarin Stacke
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2020 – today
- 2022
[b1]Karin Stacke
:
Deep Learning for Digital Pathology in Limited Data Scenarios. Linköping University, Sweden, 2022- [i5]Karin Stacke, Indrani Bhattacharya, Justin R. Tse, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu:
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT. CoRR abs/2209.14657 (2022) - 2021
- [j2]Caroline Bivik Stadler, Martin Lindvall, Claes Lundström, Anna Bodén, Karin Lindman, Jeronimo Rose, Darren Treanor, Johan Blomma, Karin Stacke, Nicolas Pinchaud, Martin Hedlund, Filip Landgren, Mischa Woisetschläger, Daniel Forsberg:
Proactive Construction of an Annotated Imaging Database for Artificial Intelligence Training. J. Digit. Imaging 34(1): 105-115 (2021) - [j1]Karin Stacke, Gabriel Eilertsen, Jonas Unger, Claes Lundström:
Measuring Domain Shift for Deep Learning in Histopathology. IEEE J. Biomed. Health Informatics 25(2): 325-336 (2021) - [c3]Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Jonas Unger:
Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection. MICCAI (5) 2021: 624-633 - [c2]Freja Fagerblom, Karin Stacke, Jesper Molin:
Combatting out-of-distribution errors using model-agnostic meta-learning for digital pathology. Digital Pathology 2021 - [i4]Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Jonas Unger:
Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection. CoRR abs/2109.09518 (2021) - [i3]Karin Stacke, Jonas Unger, Claes Lundström, Gabriel Eilertsen:
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications. CoRR abs/2112.05760 (2021) - 2020
- [c1]Karin Stacke, Claes Lundström, Gabriel Eilertsen:
Evaluation of Contrastive Predictive Coding for Histopathology Applications. ML4H@NeurIPS 2020: 328-340 - [i2]Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Martin Lindvall, Jonas Unger:
A Study of Deep Learning Colon Cancer Detection in Limited Data Access Scenarios. CoRR abs/2005.10326 (2020)
2010 – 2019
- 2019
- [i1]Karin Stacke, Gabriel Eilertsen, Jonas Unger, Claes Lundström:
A Closer Look at Domain Shift for Deep Learning in Histopathology. CoRR abs/1909.11575 (2019)
Coauthor Index
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