



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.
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
Since 202 our lab consists of international students and researchers with different backgrounds, from computer science to physics and engineering.
Congratulations to Dr. Hussein Naji, freshly graduated from Bozek Lab!
This 12th of July 2024, the first PhD graduation of the young Bozek Lab took place. We celebrate the success of Hussein Naji, to obtain a PhD in Computer Science with GraMatIK doct
Future Medicine: AI for an objective biosignature in MDD
We have the pleasure to invite you to our monthly seminar series “Future Medicine: Seminar on AI for Healthcare”. Together with Gateway, the University Excellence Start
Future Medicine: Seminar on AI for Healthcare
Together with Gateway, the University Excellence Start-Up Center, we are organizing a series of events to bring together researchers and innovative companies who develop AI soluti
Future Medicine hosts Smart In Media
Together with Gateway, the University Excellence Start-Up Center, we are organizing a series of events to bring together researchers and innovative companies who develop AI so
Predicting HER2 status in esophageal cancer now on bioarxiv
We show how to automatically predict HER2 score in immunohistochemically stained slides of esophageal adenocarcinoma. HER2 is an important cancer marker that in esophageal carcinom
New preprint on segmentation and quantification of podocyte morphology
Our work on automated analysis of podocytes is now online. For the first time we apply deep learning to super resolution microscopy images. Together with the group of Prof. Benzing
New grant for research in AI
Our lab received funding to pursue machine learning-based study of video data. Video data is ubiquitous and information rich. The massive content of videos is however not available
our work
Data Science
New age of biological research
Electrical Signals
Biological Evaluation
Nature-Centered Design
*Beratung für Data Science