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HomeResearch
Automated analysis of cancer histopathology images
AdenocarcinomaMultiple Instance LearningTherapy ResponseTransformers
Podocyte morphology
Kidney Filtration BarrierPodocyteRepresentation LearningSelf-Supervised Learning
C. elegans phenotyping
Behavioral PhenotypingInstance SegmentationTime-SeriesTransformers
Systems medicine of triple negative breast cancer
Cancer ResearchFluorescence MicroscopyInstance SegmentationMultiplex Imaging
Multi-Object Tracking of Bone Osteosarcoma Epithelial Cells
Fluorescence MicroscopyProliferation BehaviorTime-SeriesTracking
Deep Imputation of Skeleton Data
Animal BehaviorMissing Data ImputationSelf-Supervised LearningTracking
Multiplex Mass-Spectrometry Imaging for Cancer research
Cancer ResearchInstance SegmentationMass-SpectrometryMultiplex Imaging
3D Segmentation and Reconstruction of Glomerular Basement Membrane
3D Reconstruction3D SegmentationGlomerular Basement MembraneHigh-Resolution Microscopy
Predicting the primary tumor of brain metastases using simulated Raman Histology
Brain MetastasisClassificationRaman spectroscopy imagingSelf-Supervised Learning
Understanding nephrotic syndrome using deep learning
ClassificationGlomerulusInstance SegmentationNephrotic Syndrome

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Bozek Lab
Center for Molecular Medicine Cologne CMMC

University of Cologne
Robert-Koch-Str. 21
50931 Cologne
Germany

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  • k.bozek@uni-koeln.de

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