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Publications

Page 1 of 4.

  1. Jan Boysen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

    Surrogate-based Respiratory Motion Estimation using Physics-enhanced Implicit Neural Representations

    In: Christoph Palm; Katharina Breininger; Thomas Deserno; Heinz Handels; Andreas Maier; Klaus H. Maier-Hein; Thomas M. Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2025. Workshop Bildverarbeitung für die Medizin (BVM-2025), March 10-11, Regensburg, Germany, Pages 13-18, ISBN 978-3-658-47422-5, Springer Fachmedien Wiesbaden, Wiesbaden, 3/2025.

  2. Reuben Dorent; Roya Khajavi; Tagwa Idris; Erik Ziegler; Bhanusupriya Somarouthu; Heather Jacene; Ann LaCasce; Jonathan Deissler; Jan Ehrhardt; Sofija Engelson; Stefan M. Fischer; Yun Gu; Heinz Handels; Satoshi Kasai; Satoshi Kondo; Klaus Maier-Hein; Julia A. Schnabel; Guotai Wang; Litingyu Wang; Tassilo Wald; Guang-Zhong Yang; Hanxiao Zhang; Minghui Zhang; Steve Pieper; Gordon Harris; Ron Kikinis; Tina Kapur

    LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification

    In: Steve Pieper; Erik Ziegler; Tawa Idris; Bhanusupriya Somarouthu; Reuben Dorent; Gordon Harris; Ron Kikinis (Hrsg.). Machine Learning for Biomedical Imaging (MELBA), Vol. 3, Pages 1-15, MELBA Journal, 2/2025.

  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. 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.

  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, 4/2024.

  6. 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.

  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 Learning in Medical Imaging (MLMI-2023), located at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), October 8, Vancouver, Canada, Pages 137-146, Lecture Notes in Computer Science (LNCS), Vol. 14348, ISBN 978-3-031-45673-2, Springer Nature Switzerland, 2024.

  8. 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.

  9. Julia Andresen; Jan Ehrhardt; Claus von der Burchard; Ayse Tatli; Johann Roider; Heinz Handels; Hristina Uzunova

    FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids

    In: Proceedings of the 2024 Medical Imaging with Deep Learning Conference. Medical Imaging with Deep Learning (MIDL-2024), July 3-5, Paris, France, MIDL Foundation, 2024.

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

    Comparison of Anatomical Priors for Learning-based Neural Network Guidance for Mediastinal Lymph Node Segmentation

    In: Weijie Chen; Susan M. Astley (Hrsg.). Medical Imaging 2024: Computer-Aided Diagnosis. SPIE Medical Imaging (SPIE-2024), San Diego, USA, USA, Vol. 12927, SPIE, 2024.