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within the department of computer science

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Marie-Sophie von Braun

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  • Marie-Sophie von Braun
  • vonbraun@informatik.uni-leipzig.de
  • +49 341 97-39334
  • ScaDS.AI Dresden/Leipzig
    Center for Scalable Data Analytics and Artificial Intelligence
    Humboldtstraße 25, Room 3.50
    04105 Leipzig
     

About

  • Since June 2022: Researcher and PhD Candidate at ScaDS.AI Dresden/Leipzig
  • 2019-2022: M.Sc. in Computer Science with Medical Informatics specialization, University of Leipzig
  • 2016-2019: B.Sc. in Media Informatics, HTWK Leipzig

LinkedIn profile

Current projects

  • Cooperation with the Neuroimaging Lab at the Department of Neurology, University of Leipzig Medical Center: "multimodal prediction of individual thrombectomy response in acute ischemic stroke using convolutional neural networks"
  • European project "MIRACLE - a machine learning approach to identify patients with resected non-small-cell lung cancer with high risk of relapse"

Research Interests

  • Machine Learning / Deep Learning
  • Computer Vision for Life Science and Medicine
  • Scientific Visualization
  • Explainable AI (XAI)
  • Radiomics
  • Clinical Decision Support
  • Neuroimaging

Recent publications

  • 2025 / 9: Generating Semantically Enriched Mobility Data from Travel Diaries
  • 2025 / 8: Slice it up: Unmasking User Identities in Smartwatch Health Data
  • 2025 / 7: MPGT: Multimodal Physics-Constrained Graph Transformer Learning for Hybrid Digital Twins
  • 2025 / 6: Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment
  • 2025 / 6: SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage

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