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Marina Zimmermann
Marina Zimmermann
University of Hamburg
Morphometrics
Podocyte
Pathology
irreversible loss
Kidney
4
Papers
7
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0
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Deep learning-based molecular morphometrics for kidney biopsies.
2021
JCI insight
Marina Zimmermann
Martin Klaus
Milagros N. Wong
Ann-Katrin Thebille
Lukas Gernhold
Christoph Kuppe
Maurice Halder
Jennifer Kranz
Nicola Wanner
Fabian Braun
Sonia Wulf
Thorsten Wiech
Ulf Panzer
Christian Krebs
Elion Hoxha
Rafael Kramann
Tobias B. Huber
Stefan Bonn
Victor G. Puelles
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Citations (6)
Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images
2021
Ann-Katrin Thebille
Esther Dietrich
Martin Klaus
Lukas Gernhold
Maximilian Lennartz
Christoph Kuppe
Rafael Kramann
Tobias B. Huber
Guido Sauter
Victor G. Puelles
Marina Zimmermann
Stefan Bonn
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Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network
2021
arXiv: Computer Vision and Pattern Recognition
Esther Dietrich
Patrick Fuhlert
Anne Ernst
Guido Sauter
Maximilian Lennartz
H. Siegfried Stiehl
Marina Zimmermann
Stefan Bonn
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Deep learning-based molecular morphometrics for kidney biopsies
2020
bioRxiv
Marina Zimmermann
Martin Klaus
Milagros N. Wong
Ann-Katrin Thebille
Lukas Gernhold
Christoph Kuppe
Maurice Halder
Jennifer Kranz
Nicola Wanner
Fabian Braun
Sonia Wulf
Thorsten Wiech
Ulf Panzer
Christian Krebs
Elion Hoxha
Rafael Kramann
Tobias B. Huber
Stefan Bonn
Victor G. Puelles
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