Michael Bockmayr

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 7

Top Topics

Transfer Learning

Fluorescence Microscopy

Tumor Classification

Top Venues

Nat. Mach. Intell.

Medical Imaging: Digital Pathology

Publications

Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Medulloblastoma Tumor Classification using Deep Transfer Learning with Multi-Scale EfficientNets. CoRR (2021)
Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets. Medical Imaging: Digital Pathology (2021)
Marcel Bengs, Satish Pant, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning. CoRR (2021)
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. Nat. Mach. Intell. 3 (4) (2021)
Miriam Hägele, Philipp Seegerer, Sebastian Lapuschkin, Michael Bockmayr, Wojciech Samek, Frederick Klauschen, Klaus-Robert Müller, Alexander Binder
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods. CoRR (2019)
Alexander Binder, Michael Bockmayr, Miriam Hägele, Stephan Wienert, Daniel Heim, Katharina Hellweg, Albrecht Stenzinger, Laura Parlow, Jan Budczies, Benjamin Goeppert, Denise Treue, Manato Kotani, Masaru Ishii, Manfred Dietel, Andreas Hocke, Carsten Denkert, Klaus-Robert Müller, Frederick Klauschen
Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles. CoRR (2018)
Jan Budczies, Michael Bockmayr, Denise Treue, Frederick Klauschen, Carsten Denkert
Semiconductor sequencing: how many flows do you need? Bioinform. 31 (8) (2015)
Michael Bockmayr, Frederick Klauschen, Balazs Györffy, Carsten Denkert, Jan Budczies
New network topology approaches reveal differential correlation patterns in breast cancer. BMC Syst. Biol. 7 (2013)