Felix Denzinger

47 papers B 1Journal 17Unranked 29
YearRankTypeTitle / Venue / Authors
2024 — conf
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.
Bildverarbeitung für die Medizin
Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher
2024 — conf
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction.
Bildverarbeitung für die Medizin
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier
2024 — conf
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
2024 — conf
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets.
Bildverarbeitung für die Medizin
Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier
2024 — conf
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2024 — conf
Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs.
Bildverarbeitung für die Medizin
Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier
2023 — conf
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2023 — conf
Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy.
MICCAI (3)
Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier
2023 — conf
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.
MICCAI (3)
Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher
2023 — conf
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
ISBI
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger
2023 J jnl
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
CoRR
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2023 — conf
Lung, nodule, and airway segmentation using partially annotated data.
Image-Guided Procedures
Anne von Querfurth, Florian Kordon, Felix Denzinger, Katharina Breininger, Holger Kunze
2023 — conf
Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images DeepTechnome.
Bildverarbeitung für die Medizin
Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg
2023 — conf
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting.
ISBI
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier
2023 — conf
Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets.
ISBI
Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier
2023 — conf
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression.
ISBI
Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier
2023 — conf
Whole-Body Multi-Organ Segmentation Using Anatomical Attention.
ISBI
Chang Liu, Felix Denzinger, Lukas Folle, Jingna Qiu, Laura Klein, Joscha Maier, Marc Kachelriess, Michael Lell, Andreas Maier
2022 J jnl
An unobtrusive quality supervision approach for medical image annotation.
CoRR
Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas K. Maier
2022 — conf
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection.
MICCAI (3)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier
2022 J jnl
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection.
CoRR
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas K. Maier
2022 — conf
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling.
MIDL
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier
2022 J jnl
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling.
CoRR
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
2022 J jnl
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy.
CoRR
Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier
2022 J jnl
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images.
CoRR
Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg
2022 — conf
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain.
Bildverarbeitung für die Medizin
Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier
2022 J jnl
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier
2022 B conf
Normalization techniques for CNN based analysis of surgical cone beam CT volumes.
Image Processing
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Andreas Maier, Holger Kunze
2022 J jnl
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting.
CoRR
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2022 J jnl
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology.
CoRR
Alexander Mühlberg, Paul Ritter, Simon Langer, Chloë Goossens, Stefanie Nübler, Dominik Schneidereit, Oliver Taubmann, Felix Denzinger, Dominik Nörenberg, Michael Haug, Wolfgang H. Goldmann, Andreas K. Maier, Oliver Friedrich, Lucas Kreiss
2022 J jnl
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors.
CoRR
Florian Thamm, Felix Denzinger, Leonhard Rist, Celia Martín Vicario, Florian Kordon, Andreas K. Maier
2022 J jnl
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
CoRR
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2021 — conf
Abstract: Automatic CAD-RADS Scoring using Deep Learning.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier
2021 — conf
Abstract: Automatic Plane Adjustment in Surgical Cone Beam CT-volumes.
Bildverarbeitung für die Medizin
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze
2021 J jnl
Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes.
CoRR
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Sarina Thomas, Lisa Kausch, Andreas K. Maier, Holger Kunze
2021 — conf
Coronary Plaque Analysis for CT Angiography Clinical Research.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
Coronary Plaque Analysis for CT Angiography Clinical Research.
CoRR
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain.
CoRR
Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof A. Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier
2021 — conf
SyNCCT: Synthetic Non-contrast Images of the Brain from Single-Energy Computed Tomography Angiography.
MICCAI (7)
Florian Thamm, Oliver Taubmann, Felix Denzinger, Markus Jürgens, Hendrik Ditt, Andreas Maier
2020 — conf
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier
2020 — conf
Automatic CAD-RADS Scoring Using Deep Learning.
MICCAI (6)
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2020 J jnl
Automatic CAD-RADS Scoring Using Deep Learning.
CoRR
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2020 — conf
Automatic Detection of Free Intra-abdominal Air in Computed Tomography.
MICCAI (2)
Oliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier
2020 — conf
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes.
MICCAI (2)
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze
2020 — conf
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier
2019 — conf
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics.
MICCAI (4)
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 J jnl
Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics.
CoRR
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 J jnl
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans.
CoRR
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier