Frank Hertel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Matrix Factorisation

Subthalamic Nucleus

Top Venues

Bildverarbeitung für die Medizin

Publications

Rene Peter Bremm, Lukas Pavelka, Maria Moscardo Garcia, Laurent Mombaerts, Rejko Krüger, Frank Hertel
Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson's Disease Using Machine Learning. Sensors 24 (7) (2024)
Beatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel
The effect of dataset confounding on predictions of deep neural networks for medical imaging. NLDL (2022)
Beatriz Garcia Santa Cruz, Matías Nicolás Bossa, Jan Sölter, Frank Hertel, Andreas Husch
Abstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models. Bildverarbeitung für die Medizin (2022)
Mehri Baniasadi, Andreas Husch, Daniele Proverbio, Isabel Fernandes Arroteia, Frank Hertel, Jorge M. Gonçalves
Initialisation of Deep Brain Stimulation Parameters with Multi-objective Optimisation Using Imaging Data. Bildverarbeitung für die Medizin (2022)
Mehri Baniasadi, Mikkel V. Petersen, Jorge M. Gonçalves, Andreas Horn, Vanja Vlasov, Frank Hertel, Andreas Husch
DBSegment: Fast and robust segmentation of deep brain structures - Evaluation of transportability across acquisition domains. CoRR (2021)
Beatriz Garcia Santa Cruz, Carlos Vega, Frank Hertel
The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions. CIBB (2021)
Vanja Vlasov, Marie Bofferding, Loïc Marx, Chencheng Zhang, Jorge M. Gonçalves, Andreas Husch, Frank Hertel
Automated Deep Learning-based Segmentation of Brain, SEEG and DBS Electrodes on CT Images. Bildverarbeitung für die Medizin (2021)
Mehri Baniasadi, Daniele Proverbio, Jorge M. Gonçalves, Frank Hertel, Andreas Husch
FastField: An open-source toolbox for efficient approximation of deep brain stimulation electric fields. NeuroImage 223 (2020)
Andreas Husch, Peter Gemmar, Johan Thunberg, Frank Hertel
Integration of sparse electrophysiological measurements with preoperative MRI using 3D surface estimation in deep brain stimulation surgery. Medical Imaging: Image-Guided Procedures (2017)
Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar
Shape-aware surface reconstruction from sparse 3D point-clouds. Medical Image Anal. 38 (2017)
Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg
Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation. CVPR (2016)
Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar
Shape-aware Surface Reconstruction from Sparse Data. CoRR (2016)
Florian Bernard, Nikos Vlassis, Peter Gemmar, Andreas Husch, Johan Thunberg, Jorge M. Gonçalves, Frank Hertel
Fast correspondences for statistical shape models of brain structures. Medical Imaging: Image Processing (2016)
Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg
Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation. CoRR (2015)
Andreas Husch, Peter Gemmar, Jörg Lohscheller, Florian Bernard, Frank Hertel
Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation. Bildverarbeitung für die Medizin (2015)
Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves
A solution for multi-alignment by transformation synchronisation. CVPR (2015)
Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge M. Gonçalves
A Solution for Multi-Alignment by Transformation Synchronisation. CoRR (2014)
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
Visualization in Health Grid Environments: A Novel Service and Business Approach. GECON (2009)
Ralf Lützkendorf, Johannes Bernarding, Frank Hertel, Fred Viezens, Andreas Thiel, Dagmar Krefting
Enabling of Grid based Diffusion Tensor Imaging using a Workflow Implementation of FSL. HealthGrid (2009)
Frank Hertel, Dagmar Krefting, Ralf Lützkendorf, Fred Viezens, Andreas Thiel, Kathrin Peter, Johannes Bernarding
Diffusions-Tensor-Imaging als Gridanwendung - Perfomanzsteigerung und standortunabhängiger Zugang zu leistungsfähigen Ressourcen. GI Jahrestagung (2009)
Peter Gemmar, Oliver Gronz, Thorsten Henrichs, Frank Hertel
Advanced Methods for Target Navigation using Microelectrode Recordings in Stereotactic Neurosurgery for Deep Brain Stimulation. CBMS (2008)