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Philipp Gräbel
Philipp Gräbel
Institute of Imaging & Computer Vision, RWTH Aachen University
Verified email at lfb.rwth-aachen.de - Homepage
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Year
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
142020
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
132018
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
102019
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
62022
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
32021
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
32021
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
32020
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
22019
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
Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2022, 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
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
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
Feature detectors and descriptors for fisher vectors
I Heisterklaus, P Gräbel
2015 IEEE 5th International Conference on Consumer Electronics-Berlin (ICCE …, 2015
2015
Reduction of stain variability in bone marrow microscopy images
P Gräbel, M Crysandt, R Herwartz, M Baumann, BM Klinkhammer, P Boor, ...
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