AI-supported image recognition accelerates identification of zebrafish mutants - 16/07/2025

EmbryoNet AI automatically identifies developmental disorders

In complex organisms, embryonic development is tightly regulated by intricate signalling pathways. When these pathways are disrupted, they can lead to characteristic developmental defects that are not easy to detect with the naked eye. Developmental biologist Prof. Dr. Patrick Müller from the University of Konstanz has developed EmbryoNet, an AI-powered software tool that uses image analysis to reliably identify such developmental disorders.

For his outstanding achievements in his doctorate at the interface between chemistry and biology, Jonas Wilhelm is awarded an Otto Hahn Medal 2025 by the Max Planck Society. He wrote his thesis in the department Chemical Biology of Kai Johnsson at the Max Planck Institute for Medical Research. In his doctorate, Jonas Wilhelm developed a molecular tool, a biosensor that records and permanently stores biological activities at the cellular level.

Zebrafish can completely replace damaged heart muscle cells: The affected organ becomes fully functional again. Researchers at Ulm University have discovered that a specific cell-to-cell communication signal helps them to cope better with replication stress. This stress inhibits tissue regeneration in humans and mammals as they age. In Zebrafish a signalling protein ensures that the cells of the damaged organ continue to divide and thus multiply.

Konstanz biologist Patrick Müller receives a Proof of Concept Grant from the European Research Council for his project "EmbryoNet-AI". Its goal is the further development of an AI-supported platform for the automated evaluation of experiments – for example, in drug development.

Winfried Kretschmann, the Minister President of Baden-Württemberg, Germany, visited the Max Planck Institutes for Biology Tübingen and Biological Cybernetics. During his tour, he commended the outstanding basic research in the natural sciences. He was particularly impressed by the innovative research projects spanning developmental and evolutionary biology, as well as neuroscience.

In living cells, a vast number of transient events occur simultaneously. The recording of these activities is a prerequisite for a molecular understanding of life. Scientists at the MPI for Medical Research in Heidelberg and their collaboration partners have created a novel technology that allows cellular events to be recorded through chemical labeling with fluorescent dyes for later analysis, opening up new ways to study cellular physiology.

Researchers at the University of Konstanz publish image analysis software that automatically detects and classifies defects of animal development. Thanks to artificial intelligence, "EmbryoNet" outperforms human experts in terms of speed, accuracy and sensitivity.

After a highly competitive process Ulm University has been awarded its fifth Collaborative Research Centre (CRC). The new CRC 1506 ‘Aging at Interfaces’ addresses one of the most urgent medical challenges of our time: the aging of the human body and the diseases and constraints that are frequently associated with the aging process.