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Miriam Hägele

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Technische Universität Berlin
Machine Learning

MAR 4-1, Marchstr. 23, D-10587 Berlin
https://www.tu.berlin/en/ml

Miriam Hägele

Doctoral Researcher

  • Computer vision
  • Machine learning based analyses of histopathological images
  • Domain adaptation

Miriam Hägele, Klaus-Robert Müller, Carsten Denkert, Andreas Schneeweiss, Bruno Sinn, Michael Untch, Marion T. Van Mackelenbergh, Christian Jackisch, Valentina Nekljudova, Thomas Karn, Maximilian Alber, Frederik Marmé, Christian Schem, Elmar Stickeler, Peter A. Fasching, Volkmar Müller, Karsten E. Weber, Bianca Lederer, Sibylle Loibl, Frederick Klauschen

Generalization of a Deep Learning Model for HER2 Status Prediction on H&E-Stained Whole Slide Images from 3 Neoadjuvant Clinical Studies

September 13, 2022
https://www.sciencedirect.com/science/article/pii/S0923753422019524?via%3Dihub

Alexander Binder, Michael Bockmayr, Miriam Hägele, Stephan Wienert, Daniel Heim, Katharina Hellweg, Masaru Ishii, Albrecht Stenzinger, Andreas Hocke, Carsten Denkert, Klaus-Robert Müller, Frederick Klauschen

Morphological and molecular breast cancer profiling through explainable machine learning

March 08, 2021
https://www.nature.com/articles/s42256-021-00303-4