KI in der medizinischen Bild- und Signalverarbeitung

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1. Sebastian Germer; Christiane Rudolph; Louisa Labohm; Alexander Katalinic; Natalie Rath; Katharina Rausch; Bernd Holleczek; AI-Care Working Group; Heinz Handels

   Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

   In: International Journal of Medical Informatics (IJMEDI), Vol. 191, Pages 105607-105607, Elsevier, 8/2024.

2. Sebastian Germer; Christiane Rudolph; Alexander Katalinic; Natalie Rath; Katharina Rausch; Heinz Handels

   KI-basierte Analyse von Krebsregisterdaten

   In: Anja Mehnert-Theuerkauf (Hrsg.). Forum - Das offizielle Magazin der Deutschen Krebsgesellschaft e.V. Pages 1-5, Springer Nature, 6/2024.

3. Sofija Engelson; Jan Ehrhardt; Timo Kepp; Joshua Niemeijer; Heinz Handels

   LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas

   In: ArXiv e-prints (arxiv), Vol. arXiv:2406.03984, Pages 1-17, arXiv, 6/2024.

4. Robert Simon Schiff; Sebastian Wolfrum; Ralf Möller; Mattis Hartwig

   Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses

   In: The International FLAIRS Conference Proceedings, Vol. 37 (2024) - Special Track: AI in Healthcare Informatics, No. 1, Pages 1-8, The Florida …

5. Jan Ehrhardt; Hristina Uzunova; Paul Kaftan; Julia Krüger; Roland Opfer; Heinz Handels

   Focused unsupervised image registration for structure-specific population analysis

   In: Proceedings Medical Imaging 2024: Computer-Aided Diagnosis. SPIE Medical Imaging (SPIE-2024), San Diego, CA, USA, Pages 587-592, Vol. 12927, SPIE, …

6. Marco Maass; Christine Droigk; Hannes Albers; Konrad Scheffler; Alfred Mertins; Tobias Kluth; Tobias Knopp

   Magnetic particle imaging with non-orientedimmobilized particles: Why the Langevinmodel of paramagnetism is sufficient

   In: International Journal on Magnetic Particle Imaging, Vol. 10, No. 1, Suppl 1, Pages 1-4, Infinite Science Publishing, 3/2024.

7. Jan Ehrhardt; Heinz Handels

   Implicitly Solved Regularization for Learning-Based Image Registration

   In: Xiaohuan Cao; Xuanang Xu; Islem Rekik; Zhiming Cui; Xi Ouyang (Hrsg.). Machine Learning in Medical Imaging. International Workshop on Machine …

8. Marja Fleitmann; Hristina Uzunova; René Pallenberg; Andreas M Stroth; Jan Gerlach; Alexander Fürschke; Jörg Barkhausen; Arpad Bischof; Heinz Handels

   Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets

   In: Methods of Information in Medicine, Vol. 63, Pages 1-10, Georg Thieme Verlag KG, Stuttgart, 2024.

9. Malte Luttermann; Johann Machemer; Marcel Gehrke

   Efficient Detection of Exchangeable Factors in Factor Graphs

   In: Proceedings of the Thirty-Seventh International FLAIRS Conference. International FLAIRS Conference (FLAIRS-2024), May 19-21, Miramar Beach, FL, …

10. Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels

    TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification

    In: ArXiv e-prints (arxiv), Vol. 0, Pages 1-10, arXiv, 2024.

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