Frank Hertel

According to our database, Frank Hertel authored at least 17 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

The effect of dataset confounding on predictions of deep neural networks for medical imaging.

Beatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel

Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022

Abstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models.

Beatriz Garcia Santa Cruz, Matías Nicolás Bossa, Jan Sölter, Frank Hertel, Andreas Husch

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Initialisation of Deep Brain Stimulation Parameters with Multi-objective Optimisation Using Imaging Data.

Mehri Baniasadi, Andreas Husch, Daniele Proverbio, Isabel Fernandes Arroteia, Frank Hertel, Jorge M. Gonçalves

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions.

Beatriz Garcia Santa Cruz, Carlos Vega, Frank Hertel

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021

Automated Deep Learning-based Segmentation of Brain, SEEG and DBS Electrodes on CT Images.

Vanja Vlasov, Marie Bofferding, Loïc Marx, Chencheng Zhang, Jorge M. Gonçalves, Andreas Husch, Frank Hertel

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

FastField: An open-source toolbox for efficient approximation of deep brain stimulation electric fields.

Mehri Baniasadi, Daniele Proverbio, Jorge M. Gonçalves, Frank Hertel, Andreas Husch

NeuroImage, 2020

2017

Shape-aware surface reconstruction from sparse 3D point-clouds.

Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar

Medical Image Anal., 2017

Integration of sparse electrophysiological measurements with preoperative MRI using 3D surface estimation in deep brain stimulation surgery.

Andreas Husch, Peter Gemmar, Johan Thunberg, Frank Hertel

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

2016

Shape-aware Surface Reconstruction from Sparse Data.

Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar

CoRR, 2016

Fast correspondences for statistical shape models of brain structures.

Florian Bernard, Nikos Vlassis, Peter Gemmar, Andreas Husch, Johan Thunberg, Jorge M. Gonçalves, Frank Hertel

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation.

Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A solution for multi-alignment by transformation synchronisation.

Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation.

Andreas Husch, Peter Gemmar, Jörg Lohscheller, Florian Bernard, Frank Hertel

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2009

Enabling of Grid based Diffusion Tensor Imaging using a Workflow Implementation of FSL.

Ralf Lützkendorf, Johannes Bernarding, Frank Hertel, Fred Viezens, Andreas Thiel, Dagmar Krefting

Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

Diffusions-Tensor-Imaging als Gridanwendung - Perfomanzsteigerung und standortunabhängiger Zugang zu leistungsfähigen Ressourcen.

Frank Hertel, Dagmar Krefting, Ralf Lützkendorf, Fred Viezens, Andreas Thiel, Kathrin Peter, Johannes Bernarding

Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Visualization in Health Grid Environments: A Novel Service and Business Approach.

Frank Dickmann, Mathias Kaspar, Benjamin Löhnhardt, Nick Kepper, Fred Viezens, Frank Hertel, Michael Lesnussa, Yassene Mohammed, Andreas Thiel, Thomas Steinke, Johannes Bernarding, Dagmar Krefting, Tobias A. Knoch, Ulrich Sax

Proceedings of the Grid Economics and Business Models, 6th International Workshop, 2009

2008

Advanced Methods for Target Navigation using Microelectrode Recordings in Stereotactic Neurosurgery for Deep Brain Stimulation.

Peter Gemmar, Oliver Gronz, Thorsten Henrichs, Frank Hertel

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008