I work with medical images, developing a data pipe of multi-modal images from MRI and CT scans of 2, 3 and 4 dimensions.
Combining and fusing these scans into a better picture of the patient's anatomy to enhance adaptive radiotherapy, …

Phase Contrast Imaging with X-rays
Reconstruction algorithms

My research focus is developing Machine Learning and Computer Vision methods that are tailored towards Remote Sensing and Earth Observation. I have a special interest in Deep Learning (in particular weakly-, semi-, and self-supervised learning) and Ensemble Learning (in particular …

work in progress

Interested in macroscopic imaging of tissue in the shortwave infrared (SWIR, 1000 to 2000 nm). The focus is on tissue that is in some way relevant for tumor surgery, for example lymph nodes.

Pelagic Ecologist interested in in situ observations using various camera systems and acoustics.

I am imaging nanoscale pores and other features in membranes for sperations of either liquids or gases by AFM, SEM and TEM. I used to investigate the fluorescence/ photoluminescence and electroluminescence in electronic devices with optical microscopy, in the visible …

Head of the Helmholtz Imaging Support Unit at DESY Hamburg. Background in computational structural biology, pattern recognition, artificial intelligence, convolutional neural networks and cloud computing.

Interested in biomaterials and the correlative analysis using X-ray based techniques such as computed tomography and diffraction. A special focus lies in the understanding of the interplay between mechanical stresses and degradation in biodegradable magnesium-based implant materials.

Nico Hoffmann is heading Helmholtz AI's young investigator's group "AI for Future Photon Sciences". His research interest are physics-guided machine learning for solving inverse imaging problems as well as application of Reinforcement Learning to planning and control problems arising at …

I am a research scientist working mainly on fully reproducible MRI processing pipelines for very large neuroimaging datasets. My research focus is on mapping the trajectory of neurodegenerative diseases in relation to typical aging with the goal of early disease …

Scientific Metadata and Information Systems Engineering, Semantics, Ontologies, Helmholtz Metadata Collaboration (HMC) - Hub Information,

I study the dynamics of ice sheets, glaciers, and ice shelves, including system studies as well as process studies, using modelling and remote sensing. Multi-scale hybrid-physics modelling of the dynamics of the Antarctic and Greenland ice sheet, projections of ice …