Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow. - Philipp Gräbel; Martina Crysandt; Reinhild Herwartz; Melanie Hoffmann; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (COMPAY/OMIA@MICCAI, 2018)

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 (ISBI Workshops, 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 (ISBI, 2020)

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 (Bildverarbeitung für die Medizin, 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 (Bildverarbeitung für die Medizin, 2021)

Guided Representation Learning for the Classification of Hematopoietic Cells. - Philipp Gräbel; Martina Crysandt; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (ICCVW, 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 (ISBI, 2021)

Automatic Embedding Interventions for the Classification of Hematopoietic Cells. - Philipp Gräbel; Julian Thull; Martina Crysandt; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (ICPR, 2022)

Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow. - Philipp Gräbel; Martina Crysandt; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (ICPRAI (2), 2022)

Analysis of automatically generated embedding guides for cell classification. - Philipp Gräbel; Julian Thull; Martina Crysandt; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (IPTA, 2022)

Spatial Maturity Regression for the Classification of Hematopoietic Cells. - Philipp Gräbel; Julian Thull; Martina Crysandt; Barbara Mara Klinkhammer; Peter Boor; Tim H. Brümmendorf; Dorit Merhof (IPTA, 2022)

Improving the Quality of Unstructured Cancer Data Using Large Language Models: A German Oncological Case Study. - Yongli Mou; Jonathan Lehmkuhl; Nicolas Sauerbrunn; Anja Köchel; Jens Panse; Daniel Truhn; Sulayman K. Sowe; Tim H. Brümmendorf; Stefan Decker (MIE, 2024)