Circular anchors for the detection of hematopoietic cells using retinanet P Gräbel, Ö Özkan, M Crysandt, R Herwartz, M Baumann, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 249-253, 2020 | 16 | 2020 |
Evaluating out-of-the-box methods for the classification of hematopoietic cells in images of stained bone marrow P Gräbel, M Crysandt, R Herwartz, M Hoffmann, BM Klinkhammer, P Boor, ... Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018 | 13 | 2018 |
Supervised and unsupervised cell-nuclei detection in immunohistology D Bug, P Gräbel, F Feuerhake, E Oswald, J Schüler, D Merhof MICCAI 2019 Computational Pathology Workshop COMPAY, 2019 | 10 | 2019 |
Large-scale extraction of interpretable features provides new insights into kidney histopathology–A proof-of-concept study L Gupta, BM Klinkhammer, C Seikrit, N Fan, N Bouteldja, P Gräbel, ... Journal of Pathology Informatics 13, 100097, 2022 | 9 | 2022 |
State of the art cell detection in bone marrow whole slide images P Gräbel, Ö Özkan, M Crysandt, R Herwartz, M Baumann, ... Journal of Pathology Informatics 12 (1), 36, 2021 | 5 | 2021 |
Guided representation learning for the classification of hematopoietic cells P Gräbel, M Crysandt, BM Klinkhammer, P Boor, TH Brümmendorf, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 545-551, 2021 | 3 | 2021 |
Systematic analysis and automated search of hyper-parameters for cell classifier training P Gräbel, G Nickel, M Crysandt, R Herwartz, M Baumann, ... 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI …, 2020 | 3 | 2020 |
Refinement of weak annotations for the segmentation of bone marrow leukocytes P Gräbel, M Crysandt, R Herwartz, M Baumann, BM Klinkhammer, P Boor, ... MICCAI 2019 Computational Pathology Workshop COMPAY, 2019 | 2 | 2019 |
Reduction of Stain Variability in Bone Marrow Microscopy Images: Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells P Gräbel, M Crysandt, R Herwartz, M Baumann, BM Klinkhammer, P Boor, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 1 | 2021 |
Feature detectors and descriptors for fisher vectors I Heisterklaus, P Gräbel 2015 IEEE 5th International Conference on Consumer Electronics-Berlin (ICCE …, 2015 | 1 | 2015 |
Automatic Embedding Interventions for the Classification of Hematopoietic Cells P Gräbel, J Thull, M Crysandt, BM Klinkhammer, P Boor, TH Brümmendorf, ... 2022 26th International Conference on Pattern Recognition (ICPR), 5104-5110, 2022 | | 2022 |
Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow P Gräbel, M Crysandt, BM Klinkhammer, P Boor, TH Brümmendorf, ... International Conference on Pattern Recognition and Artificial Intelligence …, 2022 | | 2022 |
Analysis of automatically generated embedding guides for cell classification P Gräbel, J Thull, M Crysandt, BM Klinkhammer, P Boor, TH Brummendorf, ... 2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022 | | 2022 |
Spatial Maturity Regression for the Classification of Hematopoietic Cells P Gräbel, J Thull, M Crysandt, BM Klinkhammer, P Boor, TH Brümmendorf, ... 2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022 | | 2022 |
Automated analysis of haematopoietic cells in bone marrow microscopy images P Gräbel, TW Nattkemper, D Merhof Lehrstuhl für Bildverarbeitung, 2022 | | 2022 |
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification P Gräbel, I Laube, M Crysandt, R Herwartz, M Baumann, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 526-530, 2021 | | 2021 |
Rotation Invariance for Unsupervised Cell Representation Learning: Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification P Gräbel, I Laube, M Crysandt, R Herwartz, M Baumann, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | | 2021 |
Neural Network Cascades to Classify Hematopoietic Cells in Bone Marrow Microscopy Images P Gräbel, J Nienhaus, M Crysandt, R Herwartz, M Baumann, ... | | 2021 |
Robust Statistics for Feature-based Active Appearance Models. M Kopaczka, P Gräbel, D Merhof ICETE (1), 587-592, 2018 | | 2018 |
Reduction of stain variability in bone marrow microscopy images P Gräbel, M Crysandt, R Herwartz, M Baumann, BM Klinkhammer, P Boor, ... | | |