Publications (74)
The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data
Mario Amrehn, Firas Mualla, Elli Angelopoulou +2
Classification of breast cancer histology images using transfer learning
Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari +2
Seminar Innovation Management - Winter Term 2017
Gerd Häusler, Aleksandra Milczarek, Markus Schreiter +14
Precision Learning: Towards Use of Known Operators in Neural Networks
Andreas Maier, Frank Schebesch, Christopher Syben +4
A Multi-task Framework for Skin Lesion Detection and Segmentation
Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar +1
Encoding CNN Activations for Writer Recognition
Vincent Christlein, Andreas Maier
Life of Î
Andreas Maier, Peter Marquard
NNNLO determination of the bottom-quark mass from non-relativistic sum rules
Martin Beneke, Andreas Maier, Jan Piclum +1
Augmented Reality-based Feedback for Technician-in-the-loop C-arm Repositioning
Mathias Unberath, Javad Fotouhi, Jonas Hajek +5
NLO QCD corrections to W+ W- b anti-b production with leptonic decays in the light of top quark mass and asymmetry measurements
Gudrun Heinrich, Andreas Maier, Richard Nisius +2
Frangi-Net: A Neural Network Approach to Vessel Segmentation
Weilin Fu, Katharina Breininger, Tobias Würfl +3
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
Marc Aubreville, Christian Knipfer, Nicolai Oetter +7
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT
Sulaiman Vesal, Nishant Ravikumar, Andreas Maier
Fast Epipolar Consistency without the Need for Pseudo Matrix Inverses
Alexander Preuhs, Michael Manhart, Andreas Maier
Motion Artifact Detection in Confocal Laser Endomicroscopy Images
Maike P. Stoeve, Marc Aubreville, Nicolai Oetter +4
Addendum to arXiv:0907.2110: "Charm and Bottom Quark Masses: An Update"
Konstantin G. Chetyrkin, Johann H. Kuhn, Andreas Maier +4
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation
Sulaiman Vesal, Andres Diaz-Pinto, Nishant Ravikumar +3
Double Your Views - Exploiting Symmetry in Transmission Imaging
Alexander Preuhs, Andreas Maier, Michael Manhart +3
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation
Sulaiman Vesal, Nishant Ravikumar, Stephan Ellman +1
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model
Mario Amrehn, Sven Gaube, Mathias Unberath +6
Higgs-boson plus Dijets: Higher-Order Matching for High-Energy Predictions
Jeppe R. Andersen, Tuomas Hapola, Marian Heil +2
Maximum Likelihood Estimation of Head Motion using Epipolar Consistency
Alexander Preuhs, Nishant Ravikumar, Michael Manhart +5
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings
AmirAbbas Davari, Nikolaos Sakaltras, Armin Haeberle +4
Action Learning for 3D Point Cloud Based Organ Segmentation
Xia Zhong, Mario Amrehn, Nishant Ravikumar +6
Finite Quark-Mass Effects in Higgs Boson Production With Dijets at Large Energies
Jeppe R. Andersen, James D. Cockburn, Marian Heil +2
The five-loop Beta function for a general gauge group and anomalous dimensions beyond Feynman gauge
Thomas Luthe, Andreas Maier, Peter Marquard +1
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model
Tobias Geimer, Paul Keall, Katharina Breininger +4
Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks
Marc Aubreville, Christof A. Bertram, Robert Klopfleisch +1
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration
Roman Schaffert, Jian Wang, Peter Fischer +2
Path-based Iterative Reconstruction (PBIR) for X-ray Computed Tomography
Meng Wu, Andreas Maier, Qiao Yang +1
Phase-Sensitive Region-of-Interest Computed Tomography
Lina Felsner, Martin Berger, Sebastian Kaeppler +8
Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction
Xiaolin Huang, Yan Xia, Lei Shi +4
Five-loop quark mass and field anomalous dimensions for a general gauge group
Thomas Luthe, Andreas Maier, Peter Marquard +1
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery
Bastian Bier, Mathias Unberath, Jan-Nico Zaech +5
Higgs Boson Plus Dijets: Higher Order Corrections
Jeppe R. Andersen, Tuomas Hapola, Andreas Maier +1
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels
Sebastian Guendel, Florin C. Ghesu, Sasa Grbic +4
Precision Learning: Reconstruction Filter Kernel Discretization
Christopher Syben, Bernhard Stimpel, Katharina Breininger +4
User Loss -- A Forced-Choice-Inspired Approach to Train Neural Networks directly by User Interaction
Shahab Zarei, Bernhard Stimpel, Christopher Syben +1
Analysis by Adversarial Synthesis -- A Novel Approach for Speech Vocoding
Ahmed Mustafa, Arijit Biswas, Christian Bergler +2
3-D/2-D Registration of Cardiac Structures by 3-D Contrast Agent Distribution Estimation
Matthias Hoffmann, Christopher Kowalewski, Andreas Maier +3
Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions
Felix Horger, Tobias Würfl, Vincent Christlein +1
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution
Cosmin Bercea, Andreas Maier, Thomas Köhler
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data
AmirAbbas Davari, Erchan Aptoula, Berrin Yanikoglu +2
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
Thomas Köhler, Michel Bätz, Farzad Naderi +3
Electroweak and non-resonant corrections to top-pair production near threshold at NNLO
Martin Beneke, Andreas Maier, Thomas Rauh +1
A 3-D Projection Model for X-ray Dark-field Imaging
Shiyang Hu, Lina Felsner, Andreas Maier +3
Non-QCD contributions to top-pair production near threshold
Martin Beneke, Andreas Maier, Jan Piclum +1
A Divide-and-Conquer Approach towards Understanding Deep Networks
Weilin Fu, Katharina Breininger, Roman Schaffert +2
MR to X-Ray Projection Image Synthesis
Bernhard Stimpel, Christopher Syben, Tobias Würfl +3
Non-resonant and electroweak NNLO correction to the $e^+ e^-$ top anti-top threshold
Martin Beneke, Andreas Maier, Thomas Rauh +1
Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery
Florian Kordon, Peter Fischer, Maxim Privalov +6
Projection image-to-image translation in hybrid X-ray/MR imaging
Bernhard Stimpel, Christopher Syben, Tobias Würfl +5
Super-Resolved Retinal Image Mosaicing
Thomas Köhler, Axel Heinrich, Andreas Maier +2
Higgs effects in top anti-top production near threshold in e+ e- annihilation
Martin Beneke, Andreas Maier, Jan Piclum +1
Viewpoint Planning for Quantitative Coronary Angiography
Alexander Preuhs, Martin Berger, Sebastian Bauer +4
Electroweak oblique parameters as a probe of the trilinear Higgs boson self-interaction
Graham D. Kribs, Andreas Maier, Heidi Rzehak +2
Closing the Calibration Loop: An Inside-out-tracking Paradigm for Augmented Reality in Orthopedic Surgery
Jonas Hajek, Mathias Unberath, Javad Fotouhi +6
Towards Fast Biomechanical Modeling of Soft Tissue Using Neural Networks
Felix Meister, Tiziano Passerini, Viorel Mihalef +3
Scale-Space Anisotropic Total Variation for Limited Angle Tomography
Yixing Huang, Oliver Taubmann, Xiaolin Huang +3
Reconstruction of top-quark mass effects in Higgs pair production and other gluon-fusion processes
Ramona Gröber, Andreas Maier, Thomas Rauh
Sketch Layer Separation in Multi-Spectral Historical Document Images
AmirAbbas Davari, Armin Häberle, Vincent Christlein +2
Complete renormalization of QCD at five loops
Thomas Luthe, Andreas Maier, Peter Marquard +1
RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting
Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer +6
Image Registration for the Alignment of Digitized Historical Documents
AmirAbbas Davari, Tobias Lindenberger, Armin Häberle +3
Robust Seed Mask Generation for Interactive Image Segmentation
Mario Amrehn, Stefan Steidl, Markus Kowarschik +1
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion
Christopher Syben, Bernhard Stimpel, Jonathan Lommen +3
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network
Shuqing Chen, Holger Roth, Sabrina Dorn +7
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests
Aline Sindel, Katharina Breininger, Johannes KäÃer +3
A Gentle Introduction to Deep Learning in Medical Image Processing
Andreas Maier, Christopher Syben, Tobias Lasser +1
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images
Marc Aubreville, Christof Bertram, Robert Klopfleisch +1
Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings
Anguelos Nicolaou, Sounak Dey, Vincent Christlein +2
A Guided Spatial Transformer Network for Histology Cell Differentiation
Marc Aubreville, Maximilian Krappmann, Christof Bertram +2
Towards the five-loop Beta function for a general gauge group
Thomas Luthe, Andreas Maier, Peter Marquard +1
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
Maximilian Seitzer, Guang Yang, Jo Schlemper +9