David Kügler

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 25

Top Topics

Pose Estimation

Monocular Images

Neural Architectures

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Clemens Pollak, David Kügler, Monique M. B. Breteler, Martin Reuter
Quantifying MR head motion in the Rhineland Study - A robust method for population cohorts. NeuroImage 275 (2023)
Clemens Pollak, David Kügler, Martin Reuter
Estimating Head Motion from Mr-Images. ISBI (2023)
Leonie Henschel, David Kügler, Lilla Zöllei, Martin Reuter
VINNA for Neonates - Orientation Independence through Latent Augmentations. CoRR (2023)
Santiago Estrada, David Kügler, Emad Bahrami, Peng Xu, Dilshad Mousa, Monique M. B. Breteler, N. Ahmad Aziz, Martin Reuter
FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI. CoRR (2023)
Clemens Pollak, David Kügler, Martin Reuter
Estimating Head Motion from MR-Images. CoRR (2023)
Jennifer Faber, David Kügler, Emad Bahrami, Lea-Sophie Heinz, Dagmar Timmann, Thomas Michael Ernst, Katerina Deike-Hofmann, Thomas Klockgether, Bart van de Warrenburg, Judith van Gaalen, Kathrin Reetz, Sandro Romanzetti, Gulin Oz, James M. Joers, Jörn Diedrichsen
: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation. NeuroImage 264 (2022)
Leonie Henschel, David Kügler, Derek S. Andrews, Christine Wu Nordahl, Martin Reuter
Identifying and Combating Bias in Segmentation Networks by Leveraging Multiple Resolutions. MICCAI (5) (2022)
Leonie Henschel, David Kügler, Derek S. Andrews, Christine Wu Nordahl, Martin Reuter
Identifying and Combating Bias in Segmentation Networks by leveraging multiple resolutions. CoRR (2022)
Saikat Roy, David Kügler, Martin Reuter
Are 2.5D approaches superior to 3D deep networks in whole brain segmentation? MIDL (2022)
Leonie Henschel, David Kügler, Martin Reuter
FastSurferVINN: Building resolution-independence into deep learning segmentation methods - A solution for HighRes brain MRI. NeuroImage 251 (2022)
Leonie Henschel, David Kügler, Martin Reuter
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods - A Solution for HighRes Brain MRI. CoRR (2021)
Christian Ewert, David Kügler, Anastasia Yendiki, Martin Reuter
Learning Anatomical Segmentations for Tractography from Diffusion MRI. CoRR (2020)
Henry Krumb, Sofie Hofmann, David Kügler, Ahmed Ghazy, Bernhard Dorweiler, Judith Bredemann, Robert H. Schmitt, Georgios Sakas, Anirban Mukhopadhyay
Leveraging spatial uncertainty for online error compensation in EMT. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
David Kügler, Marc Uecker, Arjan Kuijper, Anirban Mukhopadhyay
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation. MICCAI (3) (2020)
David Kügler, Marc Uecker, Arjan Kuijper, Anirban Mukhopadhyay
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation. CoRR (2020)
David Kügler, Jannik Sehring, Andrei Stefanov, Igor Stenin, Julia Kristin, Thomas Klenzner, Jörg Schipper, Anirban Mukhopadhyay
i3PosNet: instrument pose estimation from X-ray in temporal bone surgery. Int. J. Comput. Assist. Radiol. Surg. 15 (7) (2020)
Anirban Mukhopadhyay, David Kügler, Andreas Bucher, Dieter W. Fellner, Thomas M. Vogl
Putting Trust First in the Translation of AI for Healthcare. ERCIM News 2019 (116) (2019)
David Kügler, Henry Krumb, Judith Bredemann, Igor Stenin, Julia Kristin, Thomas Klenzner, Jörg Schipper, Robert H. Schmitt, Georgios Sakas, Anirban Mukhopadhyay
High-precision evaluation of electromagnetic tracking. Int. J. Comput. Assist. Radiol. Surg. 14 (7) (2019)
David Kügler, Alexander Distergoft, Arjan Kuijper, Anirban Mukhopadhyay
Exploring Adversarial Examples: Patterns of One-Pixel Attacks. CoRR (2018)
David Kügler, Alexander Distergoft, Arjan Kuijper, Anirban Mukhopadhyay
Exploring Adversarial Examples - Patterns of One-Pixel Attacks. MLCN/DLF/iMIMIC@MICCAI (2018)
David Kügler, Martin Andrade Jastrzebski, Anirban Mukhopadhyay
Instrument Pose Estimation Using Registration for Otobasis Surgery. WBIR (2018)
David Kügler, Andrei Stefanov, Anirban Mukhopadhyay
i3PosNet: Instrument Pose Estimation from X-Ray. CoRR (2018)
David Kügler, Anirban Mukhopadhyay
How Bad is Good enough: Noisy annotations for instrument pose estimation. CoRR (2018)
Henry Arenbeck, Lutz Wittschier, David Kügler, Dirk Abel
Control methods for robot-based predictive compensation of respiratory motion. Biomed. Signal Process. Control. 34 (2017)
David Kügler, Georgios Sakas
A three-step approach to track the position and the orientation of a surgical instrument in x-ray images. CURAC (2016)