49 Einträge gefunden

1. Label Efficient Classification in Liquid Biopsy Data by Self-supervision

   1. Husseini, Hümeyra
   2. Nielsen, Maximilian
   3. Pantel, Klaus
   4. Wikman, Harriet
   5. Riethdorf, Sabine
   6. Werner, Rene

   2023 - Forschungsinformationssystem des UKE
2. Extending Tempcyclegan for Virtual Augmentation of Gastrointestinal Endoscopy Training Simulators

   1. Wallrodt, Moritz
   2. Schulz-Alsen, Maximilian
   3. Ehlken, Hanno
   4. Rösch, Thomas
   5. Schmitz, Rüdiger
   6. Werner, Rene

   2023 - Forschungsinformationssystem des UKE
3. Artificial intelligence in GI endoscopy: stumbling blocks, gold standards and the role of endoscopy societies

   1. Schmitz, Rüdiger
   2. Werner, Rene
   3. Repici, Alessandro
   4. Bisschops, Raf
   5. Meining, Alexander
   6. Zornow, Michael
   7. Messmann, Helmut

   2022 - Forschungsinformationssystem des UKE
4. Deep Learning-Based Automated Thrombolysis in Cerebral Infarction Scoring: A Timely Proof-of-Principle Study

   1. Nielsen, Maximilian
   2. Waldmann, Moritz
   3. Frölich, Andreas M
   4. Flottmann, Fabian
   5. Hristova, Evelin
   6. Bendszus, Martin
   7. Seker, Fatih

   2021 - Forschungsinformationssystem des UKE
5. Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study

   1. Werner, Rene
   2. Szkitsak, Juliane
   3. Sentker, Thilo
   4. Madesta, Frederic
   5. Schwarz, Annette
   6. Fernolendt, Susanne
   7. Vornehm, Marc

   2021 - Forschungsinformationssystem des UKE
6. Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy

   1. Li, Dong
   2. Wang, Guangyu
   3. Werner, Rene
   4. Xie, Hong
   5. Guan, Ji-Song
   6. Hilgetag, Claus-Christian

   2021 - Forschungsinformationssystem des UKE - frei zugänglich
7. Reduktion der Kalibrierungszeit für die Magnetpartikelbildgebung mittels Deep Learning

   1. Baltruschat, Ivo M.
   2. Szwargulski, Patryk
   3. Griese, Florian
   4. Grosser, Mirco
   5. Werner, Rene
   6. Knopp, Tobias

   2021 - Forschungsinformationssystem des UKE - frei zugänglich
8. Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting

   1. Gessert, Nils
   2. Sentker, Thilo
   3. Madesta, Frederic
   4. Schmitz, Rudiger
   5. Kniep, Helge
   6. Baltruschat, Ivo
   7. Werner, Rene

   2020 - Forschungsinformationssystem des UKE
9. 3d-SMRnet: Achieving a New Quality of MPI System Matrix Recovery by Deep Learning

   1. Baltruschat, Ivo Matteo
   2. Szwargulski, Patryk Krzysztof
   3. Griese, Florian
   4. Grosser, Mirco
   5. Werner, Rene
   6. Knopp, Tobias

   2020 - Forschungsinformationssystem des UKE
10. Widening the Focus: Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies

    1. Madesta, Frederic
    2. Schmitz, Rüdiger
    3. Rösch, Thomas
    4. Werner, Rene

    2020 - Forschungsinformationssystem des UKE
11. Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data

    1. Gessert, Nils
    2. Nielsen, Maximilian
    3. Shaikh, Mohsin
    4. Werner, Rene
    5. Schlaefer, Alexander

    2020 - Forschungsinformationssystem des UKE - frei zugänglich
12. Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoring

    1. Nielsen, Maximilian
    2. Waldmann, Moritz
    3. Sentker, Thilo
    4. Frölich, Andreas
    5. Fiehler, Jens
    6. Werner, Rene

    2020 - Forschungsinformationssystem des UKE
13. Technological quality requirements for stereotactic radiotherapy:Expert review group consensus from the DGMP Working Group for Physics and Technology in Stereotactic Radiotherapy

    1. Schmitt, Daniela
    2. Blanck, Oliver
    3. Gauer, Tobias
    4. Fix, Michael K
    5. Brunner, Thomas B
    6. Fleckenstein, Jens
    7. Loutfi-Krauss, Britta

    2020 - Forschungsinformationssystem des UKE
14. Reservoir Computing for Jurkat T-cell Segmentation in High Resolution Live Cell Ca2+ Fluorescence Microscopy

    1. Hadäghi, Fatemeh
    2. Diercks, Björn-Philipp
    3. Wolf, Insa
    4. Werner, Rene

    2020 - Forschungsinformationssystem des UKE
15. Patient-specific 4D Monte Carlo dose accumulation using correspondence-model-based motion prediction

    1. Sentker, Thilo
    2. Madesta, Frederic
    3. Werner, Rene

    2019 - Forschungsinformationssystem des UKE
16. High-Resolution Calcium Imaging Method for Local Calcium Signaling

    1. Diercks, Björn-Philipp
    2. Werner, Rene
    3. Schetelig, Daniel
    4. Wolf, Insa
    5. Guse, Andreas

    2019 - Forschungsinformationssystem des UKE
17. Toward employing the full potential of magnetic particle imaging: exploring visualization techniques and clinical use cases for real-time 3D vascular imaging

    1. Werner, Rene
    2. Weller, Dominik
    3. Salamon, Johannes Martin
    4. Möddel, Martin
    5. Knopp, Tobias

    2019 - Forschungsinformationssystem des UKE
18. Combining Good Old Random Forest and DeepLabv3+ for ISLES 2018 CT-Based Stroke Segmentation

    1. Böhme, Lasse
    2. Madesta, Frederic
    3. Sentker, Thilo
    4. Werner, Rene

    2019 - Forschungsinformationssystem des UKE
19. MRI-based field of view selection for precise, real-time targeting in MPI

    1. Griese, Florian
    2. Prieske, Marcel
    3. Möddel, Martin
    4. Werner, Rene
    5. Knopp, Tobias

    2019 - Forschungsinformationssystem des UKE
20. Discrimination of the hierarchical structure of cortical layers in 2-photon microscopy data by combined unsupervised and supervised machine learning

    1. Li, Dong
    2. Zavaglia, Melissa
    3. Wang, Guangyu
    4. Xie, Hong
    5. Hu, Yi
    6. Werner, Rene
    7. Guan, Ji-Song

    2019 - Forschungsinformationssystem des UKE - frei zugänglich