foundation model adaptation, active learning, failure detection

Data Scientist at Applied Computer Vision Lab.

PostDoc researcher working in medical image analysis using computer vision and deep learning techniques.

Head of the IPS/LAS BioLab at KIT; coordinator for biological imaging and the institute's activities in the research topic “Building Blocks of Life” of the Helmholtz program “From Matter to Materials and Life” (MML).

My research interests include insect functional …

I apply machine-learning tools to automatically extract biologically relevant features from plankton images. Combining human and artificial intelligence, I investigate the complex relationships between plankton community composition, biodiversity, carbon fluxes and environmental conditions. I am particularly interested in examining the …

I'm working at the intersection of neuroscience, psychology, computer science and data science, and I am interested in open and reproducible science, open source software, research software engineering, and data management.

PhD student in Computational Pathology working on domain generalization of histopathology data

Imaging expert with a focus on neuroimmunology. Specific interest in fluorine (19F) MRI. Expertise in preclinical MR imaging, theranostics and animal models. Interest in both preclinical and clinical MRI data acquisition and analysis.

Interests: automatic segmentation; anatomical structures; multi-label segmentation; clinical target volume delineation; lymph-node-level segmentation; expert guidelines; head and neck cancer; dynamical low-rank approximation

Tobias Weingärtner currently works at the Institute of Applied Materials, Karlsruhe Institute of Technology. Tobias does research in Analytical Chemistry, Inorganic Chemistry and Surface Chemistry. My work is more like a support of other researchers in their projects, by good …

I'm a staff scientist in the scientific computing group within the photon science division at DESY. I specialise in crystallography, in particular data processing software for serial crystallography. My main focus is software development, my "flagship" project being the CrystFEL …

Head of Projects & Support Department at ER-C | FZJ

Electron microscopist in charge of the Corelab Correlative Microscopy and Spectroscopy at HZB

I am working on machine learning and artificial intelligence approaches for synchrotron-radiation-based microtomography and phase contrast imaging techniques and their application for in situ/vivo experiments at the outstation of the Helmholtz-Zentrum Hereon at the PETRA III storage ring in Hamburg. …

Currently working as a Post-Doc researcher at the Forschungszentrum Jülich, conducting research on 3D reconstruction, image segmentation and depth estimation. Working with 2D and 3D data.

I am interested in weakly or semi-supervised segmentation methods.

Interested in correlative characterization using X-ray computed tomography at the micro- and nanoscale, as well as X-ray diffraction, X-ray fluorescence and small angle X-ray scattering experiments.
Focus on biodegradable magnesium implants and surrounding tissue such as bone or soft tissues.

Machine Learning Engineer @ Applied Computer Vision Lab

Head of IPS CL/CT-Laboratory setup