AI in Medical Image and Signal Processing

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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. Ronja Schappert; Julius Verrel; Nele Brügge; Frédéric Li; Theresa Paulus; Leonie Becker; Tobias Bäumer; Christian Beste; Veit Roessner; Sebastian Fudickar; Alexander Münchau

   Automated Video-Based Approach for the Diagnosis of Tourette Syndrome

   In: Movement Disorders - Clinical Practice, Vol. 11, No. 9, Pages 1136-1140, Wiley, 7/2024.

3. 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.

4. 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.

5. 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, USA, Vol. 37, Florida Online Journals, 5/2024.

6. 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 Artificial Intelligence Society, Florida, 5/2024.

7. 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: Steve Pieper; Erik Ziegler; Tawa Idris; Bhanusupriya Somarouthu; Reuben Dorent; Gordon Harris; Ron Kikinis (Hrsg.). Machine Learning for Biomedical Imaging (MELBA), Vol. 2, No. MICCAI 2023 LNQ challenge special issue, Pages 817-833, MELBA Journal, 5/2024.

8. 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, 4/2024.

9. Yannic Elser; Stefanie Schierholz; Malte Maria Sieren; Sofija Engelson; Lennart Berkel; Jan Ehrhardt; Heinz Handels; Timo Kepp; Joshua Niemeijer

   Analyse mediastinaler Lymphknoten mittels neuronaler Netze: Ein Vergleich von zusätzlichen Eingabebildern mit anatomischem Vorwissen zur verbesserten Fokussierung des Netzwerks

   In: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren (RöFo), Vol. 196, No. S 01, Pages S57-S58, Georg Thieme Verlag, 4/2024.

10. 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.

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