Linda Vorberg

2026

Journal Articles

• Vorberg L., Ditt H., Maier A., Nicolaou S., Murray N., Taubmann O.:
  Comparing deep learning stroke segmentation in NCCT, CTA, and CTP: Accuracy, domain transfer, and temporal sampling effect
  In: Medical Physics 53 (2026), Article No.: e70419
  ISSN: 0094-2405
  DOI: 10.1002/mp.70419
  BibTeX: Download

Conference Contributions

• Aliakbari Mamaghani Z., Vorberg L., Maier A., Katzmann A., Taubmann O.:
  An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows
  1st International Workshop on Emerging LLM/LMM Applications in Medical Imaging, ELAMI 2025, Held in Conjunction with the 28th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, September 27, 2025 - September 27, 2025)
  In: Hien Van Nguyen, Akash Awasthi, Vishal M. Patel, Ngan Le, Yuyin Zhou, Sheng Liu, S. Kevin Zhou (ed.): Lecture Notes in Computer Science 2026
  DOI: 10.1007/978-3-032-07502-4_6
  BibTeX: Download
• Kang X., Vorberg L., Maier A., Katzmann A., Taubmann O.:
  Scan-Do Attitude: Towards Autonomous CT Protocol Management Using a Large Language Model Agent
  1st International Workshop on Agentic AI for Medicine, Agentic AI 2025, 1st International Workshop on Clinical-Driven Robotics and Embodied AI Technology, CREATE 2025, and 1st International Workshop on Multimodal Large Language Models in Clinical Practice, CMLLMs 2025, Held in Conjunction with the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, September 23, 2025 - September 27, 2025)
  In: Jianing Qiu, Jinlin Wu, Curtis Langlotz, Baoru Huang, Zhen Lei, Honghan Wu, Hongbin Liu, Weidi Xie (ed.): Lecture Notes in Computer Science 2026
  DOI: 10.1007/978-3-032-06004-4_5
  BibTeX: Download

2025

Conference Contributions

• Vorberg L., Rist L., Ditt H., Maier A., Taubmann O.:
  Leveraging Last-Known-Well Times for Radiomics-Based Stroke Onset Estimation from Non-contrast CT
  5th International Workshop SWITCH 2025 (Daejeon, September 23, 2025 - September 23, 2025)
  In: Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
  DOI: 10.1007/978-3-032-07945-9_6
  BibTeX: Download
• 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

2023

• Linda Vorberg, Siri Pflüger, Robert Richer, Katharina Jäger, Arne Küderle, Nicolas Rohleder, Björn Eskofier: 3rd Place - Best Paper Award (2023 IEEE International Conference on Biomedical and Health Informatics (BHI)) – 2023