I am interested in functional imaging. More specifically, most of my interest lie on translational perfusion imaging.

PhD student working on volumetric object detection and self-configuring methods. Open source and Github enthusiast :)

PhD Student @ IML
Working on failure detection, uncertainty and active learning.

I have a broad interests and expertise in fluorescence microscopy, including super-resolution imaging and non-linear techniques for deep tissue imaging.

interested in imaging incl. instruments, applications etc.

Interested in deep interactive learning, active learning, semantic/instance segmentation, object detection, interpretability, image manipulation detection. Working with both 2D and 3D data.

Interested in everything that is computer vision, regardless of domain

Considering human interaction when designing machine learning (ML) systems bears great potential: On the one hand, decision-making in ML systems remains imperfect in practice, thus requiring human interaction for safety-critical applications such as clinical diagnostics. On the other hand, the …

Interests: Programming, Grand challenges in biomedical image analysis

Projects: Metrics Reloaded, Rankings Reloaded (web version of challengeR), challengeR,

Skills:
Explanatory Methods, Interpretable Representation-learning, Model uncertainty, Probabilistic AI, Bayesian NN
Projects:
Improving Explainability through Disentangled Feature Representation, XAI in Multiple Instance Learning, Explaining Model-Uncertainty

Machine Learning/Data Engineer

Organizatorial

PhD student @ IML
working on Active Learning and the low label data regime, to bring benefits of Deep Learning to a broader audience of users.

Klaus Maier-Hein is full professor at Heidelberg University and Managing Director of Data Science and Digital Oncology at the German Cancer Research Center (DKFZ). He heads the Division of Medical Image Computing at DKFZ and the Pattern Analysis and Learning …

Working on Medical Imaging methods, tools and platforms. Interested in FAIR data and open source software. Coordinator of the Hub Health of the Helmholtz Metadata Collaboration (HMC)

I focus on making large-scale and high-quality data available in the computer vision and biomedical domain.

Research of the Translational Molecular Imaging (TMI) Division focuses on the development and characterization of targeted imaging reporters for translating novel NMR detection techniques into diagnostic applications in oncology. We aim to visualize key molecular changes in cancer onset and …

I'm a physicist & data scientist pursuing my PhD on robust medical tissue classification with multispectral/hyperspectral imaging.

Group lead and deputy head at the Division of Computer Assisted Medical Interventions at the German Cancer Research Center (DKFZ). Interested in novel imaging methodologies (in particular photoacoustics and spectral imaging) and computer-assisted interventions aiming to improve interventional healthcare.

I am working in radiobiology on preclinical research questions regarding proton brain radiotherapy. For this, I am using medical imaging and microscopy.

Machine Learning Engineer @ Applied Computer Vision Lab