Karin Stacke

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Cancer Detection

Predictive Coding

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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 (2022)
Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Jonas Unger
Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection. CoRR (2021)
Freja Fagerblom, Karin Stacke, Jesper Molin
Combatting out-of-distribution errors using model-agnostic meta-learning for digital pathology. Medical Imaging: Digital Pathology (2021)
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) (2021)
Karin Stacke, Jonas Unger, Claes Lundström, Gabriel Eilertsen
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications. CoRR (2021)
Karin Stacke, Gabriel Eilertsen, Jonas Unger, Claes Lundström
Measuring Domain Shift for Deep Learning in Histopathology. IEEE J. Biomed. Health Informatics 25 (2) (2021)
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)
Karin Stacke, Claes Lundström, Gabriel Eilertsen
Evaluation of Contrastive Predictive Coding for Histopathology Applications. ML4H@NeurIPS (2020)
Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Martin Lindvall, Jonas Unger
A Study of Deep Learning Colon Cancer Detection in Limited Data Access Scenarios. CoRR (2020)
Karin Stacke, Gabriel Eilertsen, Jonas Unger, Claes Lundström
A Closer Look at Domain Shift for Deep Learning in Histopathology. CoRR (2019)