BOZEK LAB – DATA SCIENCE OF BIOIMAGES

Data Science of Bioimages

Bozek Lab

Image analysis and beyond

Deep Learning for Medicine

Our Vision

We develop and apply deep learning methods to quantify information in biomedical image data.

biology

Whether cells, nerves, or blood vessels, fully capturing the morphology of biological structures is a challenging task.

medicine

Highly differentiated diseases require large-volume, high-resolution datasets and novel analytical approaches to find recurring patterns in large spectrum of genetic and molecular variation.

cancer

C. elegans, a tiny nematode worm, is used to study a broad range of questions in biology, from diseases to neural function. This apparently simple organism shows a broad repertoire of behaviors incomprehensible to human observer.

ageing research

In collaboration with the nephrology lab at the University Hospital Cologne, we explore super-resolution microscopy images of molecular morphology of kidney.

Our Research

Example Projects

Predicting the primary tumor of brain metastases using simulated Raman Histology

Brain MetastasisClassificationRaman spectroscopy imagingSelf-Supervised Learning

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Beratung für Data Science

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The Brain Engineering

Neural Engineering

Electrical Signals in the Brain

Systems Neuroscience

Machine Learning

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Neural Threads

Target Discovery

Neural Technology

Cognitive Neuroscience

Projects in Bozek Lab

Our research lies at the intersection of machine learning and biomedicine. We strive to bring the newest developments in computer vision to solve problems in biomedical image analysis.

While addressing questions in cancer, kidney, or ageing research we use the underlying medical datasets to advance to the field of image analysis as well. Our vision is to elevate image and video data in biology and medicine to the scale and resolution of “omics” data and allow for broad and quantitative study of visual information across domains of biomedical research.

You can see some examples of our projects in our research section.

About us

Data Science

New age of biological research

Electrical Signals

Biological Evaluation

Nature-Centered Design

*Beratung für Data Science

our team

Our Scientists

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Funding

See more about our partners funding all the different Bozek Lab projects

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Career Openings

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Publications

A comprehensive list of the Lab publications

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