Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Andreas Maier

Andreas Maier

DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering


Oct 11, 2021
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier

Figure 1 for DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
Figure 2 for DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
Figure 3 for DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
Figure 4 for DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering

  Access Paper or Ask Questions

Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes


Sep 15, 2021
Celia Martin Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Sarina Thomas, Lisa Kausch, Andreas Maier, Holger Kunze

Figure 1 for Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes
Figure 2 for Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes
Figure 3 for Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes
Figure 4 for Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes

  Access Paper or Ask Questions

Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery


Sep 06, 2021
Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier

Figure 1 for Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
Figure 2 for Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
Figure 3 for Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
Figure 4 for Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
* Submitted to Magnetic Resonance in Medicine 
  Access Paper or Ask Questions

Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery


Sep 01, 2021
Fuxin Fan, Björn Kreher, Holger Keil, Andreas Maier, Yixing Huang

Figure 1 for Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
Figure 2 for Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
Figure 3 for Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
Figure 4 for Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery

  Access Paper or Ask Questions

Module-Power Prediction from PL Measurements using Deep Learning


Aug 31, 2021
Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein

Figure 1 for Module-Power Prediction from PL Measurements using Deep Learning
Figure 2 for Module-Power Prediction from PL Measurements using Deep Learning
Figure 3 for Module-Power Prediction from PL Measurements using Deep Learning
Figure 4 for Module-Power Prediction from PL Measurements using Deep Learning

  Access Paper or Ask Questions

InSE-NET: A Perceptually Coded Audio Quality Model based on CNN


Aug 30, 2021
Guanxin Jiang, Arijit Biswas, Christian Bergler, Andreas Maier

Figure 1 for InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
Figure 2 for InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
Figure 3 for InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
Figure 4 for InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
* Accepted to 151st Audio Engineering Society (AES), Las Vegas, NV, USA, October 2021 
  Access Paper or Ask Questions

Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens


Aug 19, 2021
Christian Marzahl, Jenny Hill, Jason Stayt, Dorothee Bienzle, Lutz Welker, Frauke Wilm, Jörn Voigt, Marc Aubreville, Andreas Maier, Robert Klopfleisch, Katharina Breininger, Christof A. Bertram

Figure 1 for Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens
Figure 2 for Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens
Figure 3 for Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens
Figure 4 for Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens
* Submitted to SCIENTIFIC DATA 
  Access Paper or Ask Questions

Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future


Aug 10, 2021
Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang

Figure 1 for Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
Figure 2 for Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
Figure 3 for Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
Figure 4 for Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
* 22 pages, 4 figures, submitted to "Progress in Biomedical Engineering" 
  Access Paper or Ask Questions

Deep Iterative 2D/3D Registration


Jul 21, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier

Figure 1 for Deep Iterative 2D/3D Registration
Figure 2 for Deep Iterative 2D/3D Registration
Figure 3 for Deep Iterative 2D/3D Registration
* 10 pages,2 figures, Accepted at MICCAI 2021 
  Access Paper or Ask Questions

Automatic and explainable grading of meningiomas from histopathology images


Jul 19, 2021
Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville

Figure 1 for Automatic and explainable grading of meningiomas from histopathology images
Figure 2 for Automatic and explainable grading of meningiomas from histopathology images
Figure 3 for Automatic and explainable grading of meningiomas from histopathology images
Figure 4 for Automatic and explainable grading of meningiomas from histopathology images
* 12 pages, 3 figures 
  Access Paper or Ask Questions

FlexParser -- the adaptive log file parser for continuous results in a changing world


Jun 06, 2021
Nadine Ruecker, Andreas Maier

Figure 1 for FlexParser -- the adaptive log file parser for continuous results in a changing world
Figure 2 for FlexParser -- the adaptive log file parser for continuous results in a changing world
Figure 3 for FlexParser -- the adaptive log file parser for continuous results in a changing world
Figure 4 for FlexParser -- the adaptive log file parser for continuous results in a changing world
* 18 pages, 8 figures, 3 tables 
  Access Paper or Ask Questions

SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators


May 21, 2021
Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein

Figure 1 for SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
Figure 2 for SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
Figure 3 for SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
Figure 4 for SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
* to be published the in 16th International Conference on Document Analysis and Recognition 2021 ICDAR 
  Access Paper or Ask Questions

Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network


May 19, 2021
Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier

Figure 1 for Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
Figure 2 for Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
Figure 3 for Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
Figure 4 for Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
* Submitted to Magnetic Resonance in Medicine 
  Access Paper or Ask Questions

Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment


Apr 21, 2021
Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu

Figure 1 for Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
Figure 2 for Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
Figure 3 for Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
Figure 4 for Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
* Accepted in Medical Image Analysis (MedIA). arXiv admin note: text overlap with arXiv:1905.06362 
  Access Paper or Ask Questions

MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks


Apr 03, 2021
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang

Figure 1 for MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
Figure 2 for MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
Figure 3 for MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
Figure 4 for MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks

  Access Paper or Ask Questions

Quantifying the Scanner-Induced Domain Gap in Mitosis Detection


Mar 30, 2021
Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie ter Hoeve, Francesco Ciompi, Andreas Maier

Figure 1 for Quantifying the Scanner-Induced Domain Gap in Mitosis Detection
Figure 2 for Quantifying the Scanner-Induced Domain Gap in Mitosis Detection
* 3 pages, 1 figure, 1 table, submitted as short paper to MIDL 
  Access Paper or Ask Questions

Is Medical Chest X-ray Data Anonymous?


Mar 15, 2021
Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier

Figure 1 for Is Medical Chest X-ray Data Anonymous?
Figure 2 for Is Medical Chest X-ray Data Anonymous?
Figure 3 for Is Medical Chest X-ray Data Anonymous?
Figure 4 for Is Medical Chest X-ray Data Anonymous?
* Submission to Nature 
  Access Paper or Ask Questions

Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation


Mar 15, 2021
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar

Figure 1 for Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
Figure 2 for Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
Figure 3 for Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
Figure 4 for Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
* Accepted for publication in IEEE Transactions on Medical Imaging (IEEE TMI) 
  Access Paper or Ask Questions

On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery


Mar 09, 2021
Amirabbas Davari, Saahil Islam, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein

Figure 1 for On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
Figure 2 for On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
Figure 3 for On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
Figure 4 for On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery

  Access Paper or Ask Questions

Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation


Mar 09, 2021
Amirabbas Davari, Christoph Baller, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein

Figure 1 for Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
Figure 2 for Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
Figure 3 for Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
Figure 4 for Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation

  Access Paper or Ask Questions

Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks


Mar 01, 2021
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang

Figure 1 for Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
Figure 2 for Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
Figure 3 for Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
Figure 4 for Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks

  Access Paper or Ask Questions

Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements


Feb 24, 2021
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

Figure 1 for Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements
Figure 2 for Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements
Figure 3 for Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements
Figure 4 for Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements
* 16 pages, 6 figures, submitted to Elsevier Medical Image Analysis on Feb 11, 2021 
  Access Paper or Ask Questions

Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering


Feb 04, 2021
Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier

Figure 1 for Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering
Figure 2 for Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering
Figure 3 for Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering
* 7 pages, 3 figures, Accepted for Bildverarbeitung f\"ur die Medizin 2021 
  Access Paper or Ask Questions

Learning the Update Operator for 2D/3D Image Registration


Feb 04, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier

Figure 1 for Learning the Update Operator for 2D/3D Image Registration
Figure 2 for Learning the Update Operator for 2D/3D Image Registration
Figure 3 for Learning the Update Operator for 2D/3D Image Registration
* 7 pages, 2 figures, Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 
  Access Paper or Ask Questions

SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation


Jan 31, 2021
Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

Figure 1 for SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
Figure 2 for SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
Figure 3 for SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
Figure 4 for SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
* 5 pages, 4 Figures, Submitted at ICIP 2021 
  Access Paper or Ask Questions

Learning-Based Patch-Wise Metal Segmentation with Consistency Check


Jan 26, 2021
Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher

Figure 1 for Learning-Based Patch-Wise Metal Segmentation with Consistency Check
Figure 2 for Learning-Based Patch-Wise Metal Segmentation with Consistency Check
Figure 3 for Learning-Based Patch-Wise Metal Segmentation with Consistency Check
* Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 
  Access Paper or Ask Questions