Melanie Baumann

According to our database, Melanie Baumann authored at least 5 papers between 2020 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification.

Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Rotation Invariance for Unsupervised Cell Representation Learning - Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification.

Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Reduction of Stain Variability in Bone Marrow Microscopy Images - Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells.

Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet.

Philipp Gräbel, Özcan Özkan, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training.

Philipp Gräbel, Gregor Nickel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020