Gertie Janneke Oostingh

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Cancer Classification

Unsupervised Learning

Multiple Instance Learning

Top Venues

Comput. Biol. Medicine

Publications

Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis. MICCAI (6) (2023)
Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair
MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification. CoRR (2023)
Maximilian Ernst Tschuchnig, Philipp Grubmüller, Lea Maria Stangassinger, Christina Kreutzer, Sébastien Couillard-Després, Gertie Janneke Oostingh, Anton Hittmair, Michael Gadermayr
Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification. CoRR (2022)
Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis. CoRR (2022)
Maximilian Ernst Tschuchnig, Philipp Grubmüller, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair, Michael Gadermayr
Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification. IPTA (2022)
Michael Gadermayr, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair
Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks. SASHIMI@MICCAI (2021)
Maximilian Ernst Tschuchnig, Dominic Zillner, Pasquale Romanelli, David Hercher, Patrick Heimel, Gertie Janneke Oostingh, Sebastien Couillard-Despres, Michael Gadermayr
Quantification of anomalies in rats' spinal cords using autoencoders. Comput. Biol. Medicine 138 (2021)
Maximilian Ernst Tschuchnig, Gertie Janneke Oostingh, Michael Gadermayr
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential. CoRR (2020)
Michael Gadermayr, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair
Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks. CoRR (2020)
Maximilian Ernst Tschuchnig, Gertie Janneke Oostingh, Michael Gadermayr
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential. Patterns 1 (8) (2020)
Maximilian Ernst Tschuchnig, Gertie Janneke Oostingh, Michael Gadermayr
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential. Patterns 1 (6) (2020)
Martin Tiefengrabner, Michael Domhardt, Gertie Janneke Oostingh, Karin Schwenoha, Thomas Stütz, Raimund Weitgasser, Simon W. Ginzinger
Can Smartphone-Based Logging Support Diabetologists in Solving Glycemic Control Problems? eHealth (2014)