Konstantin Nikolaou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Automated Detection

Motion Artifacts

Organ Segmentation

Top Venues

Publications

Samuel Tovey, Christoph Lohrmann, Tobias Merkt, David Zimmer, Konstantin Nikolaou, Simon Koppenhoefer, Anna Bushmakina, Jonas Scheunemann, Christian Holm
SwarmRL: Building the Future of Smart Active Systems. CoRR (2024)
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
Towards a phenomenological understanding of neural networks: data. Mach. Learn. Sci. Technol. 4 (3) (2023)
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
Towards a Phenomenological Understanding of Neural Networks: Data. CoRR (2023)
Gabriel Alexander Salg, Maria-Katharina Ganten, Andreas Michael Bucher, Hannes Götz Kenngott, Matthias A. Fink, Constantin Seibold, Ricarda Fischbach, Kai Schlamp, Carlos Alberto Velandia, Philipp Fervers, Felix Doellinger, Anna Luger, Saif Afat, Uta Merle, Markus K. Diener, Philippe L. Pereira, Tobias Penzkofer, Thorsten Persigehl, Ahmed Othman, Claus Peter Heußel, Matthias Baumhauer, Gerlig Widmann, Konstantinos Stathopoulos, Bernd Hamm, Thomas J. Vogl, Konstantin Nikolaou, Hans-Ulrich Kauczor, Jens Kleesiek
A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data. npj Digit. Medicine 4 (2021)
Annika Liebgott, Charlotte Lorenz, Sergios Gatidis, Viet Chau Vu, Konstantin Nikolaou, Bin Yang
Automated Multi-Organ Segmentation in Pet Images Using Cascaded Training of a 3d U-Net and Convolutional Autoencoder. ICASSP (2021)
Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Tobias Hepp, Konstantin Nikolaou, Sergios Gatidis, Bin Yang
MedGAN: Medical image translation using GANs. Comput. Medical Imaging Graph. 79 (2020)
Thomas Küstner, Tobias Hepp, Marc Fischer, Martin Schwartz, Andreas Fritsche, Hans-Ulrich Häring, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis, Jürgen Machann
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. CoRR (2020)
Annika Liebgott, Sergios Gatidis, Viet Chau Vu, Tobias Haueise, Konstantin Nikolaou, Bin Yang
Feature-based Response Prediction to Immunotherapy of late-stage Melanoma Patients Using PET/MR Imaging. EUSIPCO (2020)
Karim Armanious, Sergios Gatidis, Konstantin Nikolaou, Bin Yang, Thomas Kustner
Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. ISBI (2019)
Annika Liebgott, Darius Hinderer, Karim Armanious, Alexander Bartler, Konstantin Nikolaou, Sergios Gatidis, Bin Yang
Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks. EUSIPCO (2019)
Annika Liebgott, Florian Liebgott, Bin Yang, Sergios Gatidis, Konstantin Nikolaou
Automated Detection of High FDG Uptake Regions in CT Images. ICASSP (2018)
Karim Armanious, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang
Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs. CoRR (2018)
Karim Armanious, Chenming Yang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang
MedGAN: Medical Image Translation using GANs. CoRR (2018)
Annika Liebgott, Thomas Küstner, Heiko Strohmeier, Tobias Hepp, Philipp Mangold, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Sergios Gatidis
ImFEATbox: a toolbox for extraction and analysis of medical image features. Int. J. Comput. Assist. Radiol. Surg. 13 (12) (2018)
Sebastian Milde, Annika Liebgott, Ziwei Wu, Wenyi Feng, Jiahuan Yang, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, Bin Yang, Thomas Kustner
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging. APSIPA (2018)
Thomas Küstner, Sarah Müller, Marc Fischer, Jakob Weiß, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis
Semantic Organ Segmentation in 3D Whole-Body MR Images. ICIP (2018)
Thomas Küstner, Sergios Gatidis, Annika Liebgott, Martin Schwartz, Lukas Mauch, Petros Martirosian, Holger Schmidt, Nina F. Schwenzer, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick
A Machine-learning framework for automatic reference-free quality assessment in MRI. CoRR (2018)
Thomas Kustner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, Bin Yang
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. ICASSP (2018)
Thomas Kustner, Christian Würslin, Sergios Gatidis, Petros Martirosian, Konstantin Nikolaou, Nina F. Schwenzer, Fritz Schick, Bin Yang, Holger Schmidt
MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo. IEEE Trans. Medical Imaging 35 (11) (2016)
Andre Yaroshenko, Felix Gabriel Meinel, Martin Bech, Arne Tapfer, Astrid Velroyen, Simone Schleede, Mark Müller, Sigrid Auweter, Alexander Bohla, Ali Oender Yildirim, Konstantin Nikolaou, Fabian Bamberg, Oliver Eickelberg, Maximilian Reiser, Franz Pfeiffer
Preclinical x-ray dark-field radiography for pulmonary emphysema evaluation. ISBI (2013)