Here’s what it’s all about:
In collaboration with Neuron Solutions and the Biomed X Institute, the “Biodatathon” took place at the SRH University Campus Heidelberg under the leadership of Prof. Dr Swati Chandna, Programme Director of the Master’s programme in Applied Data Science and Artificial Intelligence. This exciting hackathon brought together experienced participants to tackle challenging tasks in pharmaceutical research using the latest AI and data science techniques.
Drug development is a monumental task. On average, it takes 14 years to develop a new drug, with the failure rate estimated at 90%. These figures highlight the immense complexity, time and resources required for successful pharmaceutical innovation.
The Biodatathon was designed to explore how state-of-the-art AI solutions can be used in drug development. Specifically, the aim was
Three talented teams took part in the hackathon, each presenting innovative and practical ideas. The work included multimodal embeddings for drugs and proteins, the enrichment of nodes lacking features to improve insights, and the extraction of subgraphs alongside an agent-based workflow for the enrichment, embedding and re-classification of response candidates.
Their solutions demonstrated genuine scientific value and, in keeping with the collaborative spirit of the event, the work was published as open source. These results highlight the power of collective effort and the potential of AI to transform drug discovery processes.
As the host of the event, SRH University welcomed two partner organisations to its vibrant academic setting, both of which supported the hackathon with their expertise:
