[new preprint] Graph-based path planning for soft robots

Elephants have perfected the art of multitasking with their trunks: like a biological Swiss army knife, they can bend, twist, and elongate in ways that rigid robots cannot. Interested in how we can use biomechanical insights for soft robotics? Check out our new preprint ``Shape-space graphs: Fast and collision-free path planning for soft robots’’.

EMBC in Copenhagen

I attended the 47th Annual International Conference of the IEEE Engineering Medicine and Biology Society in Copenhagen, Denmark, from July 14th to July 17. Our three papers are

  • “BlaVeS: A Novel Hand-Labeled Dataset for Improved Bladder Vessel Segmentation with Modified U-Net” by Franziska KrauĂź. This work tackles the challenges of variable lighting and tissue deformation in endoscopy by proposing a robust U-Net-based model with attention mechanisms, achieving state-of-the-art performance for bladder vessel segmentation. Make sure to check out our corresponding dataset here — the first publicly available dataset for blood vessel segmentation in urinary bladder endoscopy images!
  • “Multiphysical Tumor Tissue Modeling for Improved Multimodal Sensor-Based Diagnostics” by Matthias Ege. We introduce a comprehensive tissue model that simulates the electro-mechanical behavior of bladder tumors to generate synthetic, multimodal datasets—laying the foundation for better sensor fusion and real-time tissue classification during surgery.
  • “Tumor Margin Estimation through Simulated Impedivity Mappings Using a Multielectrode Sensor Array” by Zoltan Lovasz. Impedance sensor arrays can help to detect tumorous cell aggregations. This study presents a novel impedivity mapping approach that significantly improves tumor margin estimation accuracy over traditional impedance maps, particularly for complex tumor scenarios.

ACC in Denver

I presented research from my postdoc at University of Stuttgart & UC San Diego at the American Control Conference (ACC) in Denver, CO. Drop by session TuB18 Estimation and Control of Distributed Parameter Systems I on Tuesday after lunch to meet me and my co-authors Miroslav Krstic, Mamadou Diagne, Iasson Karafyllis, Cenk Demir, and Oliver Sawodny.

Pagination