Linda Vorberg

2025

Conference Contributions

• Vorberg L., Ditt H., Sühling M., Maier A., Murray N., Nicolaou S., Taubmann O.:
  Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation
  4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
  In: Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
  DOI: 10.1007/978-3-031-81101-2_3
  BibTeX: Download
• Vorberg L., Ditt H., Sühling M., Maier A., Murray N., Nicolaou S., Taubmann O.:
  Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation
  4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
  In: Ruisheng Su, Ezequiel de la Rosa, Leonhard Rist, Ewout Heylen, Frank te Nijenhuis, Danny Ruijters, Markus D. Schirmer, Richard McKinley, Susanne Wegener, Roland Wiest, Theo van Walsum (ed.): Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
  DOI: 10.1007/978-3-031-81101-2_4
  BibTeX: Download

2024

Journal Articles

• Hagen F., Vorberg L., Thamm F., Ditt H., Maier A., Brendel JM., Ghibes P., Bongers MN., Krumm P., Nikolaou K., Horger M.:
  Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
  In: International Journal of Cardiovascular Imaging (2024)
  ISSN: 1569-5794
  DOI: 10.1007/s10554-024-03222-8
  BibTeX: Download

Conference Contributions

• Vorberg L., Taubmann O., Ditt H., Maier A.:
  Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
  German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
  In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
  DOI: 10.1007/978-3-658-44037-4_72
  BibTeX: Download

2023

Conference Contributions

• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, October 15, 2023 - October 18, 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313401
  URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
  BibTeX: Download
• Vorberg L., Thamm F., Ditt H., Horger M., Hagen F., Maier A.:
  Detection of Pulmonary Embolisms in NCCT Data Using nnDetection
  Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
  In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
  DOI: 10.1007/978-3-658-41657-7_28
  BibTeX: Download