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ORCIDAndreas K. Maier
Andreas Maier 0001
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- affiliation: University of Erlangen-Nuremberg, Department of Computer Science
Other persons with the same name
- Andreas Maier — disambiguation page
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2020 – today
- 2020
[j81]Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa
, Luiz Gonzaga Jr., Rodolfo Stoffel Antunes, Rodrigo da Rosa Righi, Andreas Maier, Björn Eskofier, Rebecca Fahrig, Tim Horz:
Baptizo: A sensor fusion based model for tracking the identity of human poses. Inf. Fusion 62: 1-13 (2020)- [j80]Sulaiman Vesal, Andreas Maier, Nishant Ravikumar:
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks. J. Imaging 6(7): 65 (2020) - [j79]Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas Maier, Christian Riess:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2944-2959 (2020) - [j78]Dalia Rodríguez-Salas, Nina Mürschberger, Nishant Ravikumar, Mathias Seuret, Andreas Maier:
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. SN Comput. Sci. 1(5): 252 (2020) - [j77]Lina Felsner, Sebastian Kaeppler, Andreas K. Maier, Christian Riess:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography. IEEE Trans. Computational Imaging 6: 625-639 (2020) - [j76]Moritz Venator, Erich Bruns, Andreas Maier:
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions. IEEE Trans. Intell. Veh. 5(1): 165-174 (2020) - [j75]Roman Schaffert, Jian Wang, Peter Fischer, Andreas Maier, Anja Borsdorf:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model. IEEE Trans. Medical Imaging 39(1): 161-174 (2020) - [j74]Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39(3): 777-786 (2020) - [j73]Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging 39(5): 1703-1711 (2020) - [j72]Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences. IEEE Trans. Medical Imaging 39(10): 3159-3174 (2020) - [c317]Marc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl, Robert Klopfleisch, Andreas K. Maier:
Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2020: 1-7 - [c316]Christian Marzahl, Marc Aubreville, Christof A. Bertram, Stefan Gerlach, Jennifer Maier, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier:
Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides? Bildverarbeitung für die Medizin 2020: 26-31 - [c315]Weilin Fu, Katharina Breininger, Zhaoya Pan, Andreas K. Maier:
Degenerating U-Net on Retinal Vessel Segmentation. Bildverarbeitung für die Medizin 2020: 33-38 - [c314]Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kärgel, Nishant Ravikumar, Martine Rémy-Jardin, Andreas K. Maier:
COPD Classification in CT Images Using a 3D Convolutional Neural Network. Bildverarbeitung für die Medizin 2020: 39-45 - [c313]Jennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang Hwan Choi, Mary Elizabeth Hall, Marc Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT. Bildverarbeitung für die Medizin 2020: 67-72 - [c312]Lennart Husvogt, Stefan B. Ploner, Daniel Stromer, Julia Schottenhamml, Eric Moult, James G. Fujimoto, Andreas K. Maier:
Compressed Sensing for Optical Coherence Tomography Angiography Volume Generation. Bildverarbeitung für die Medizin 2020: 82-87 - [c311]Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Deep Learning-Based Denoising of Mammographic Images Using Physics-Driven Data Augmentation. Bildverarbeitung für die Medizin 2020: 94-100 - [c310]Philipp Roser, Annette Birkhold, Alexander Preuhs, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Tenfold your Photons. Bildverarbeitung für die Medizin 2020: 113-118 - [c309]Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation. Bildverarbeitung für die Medizin 2020: 125-130 - [c308]Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features Using Time Series Classification. Bildverarbeitung für die Medizin 2020: 131-136 - [c307]Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures Based on Image Features Using Ensemble Learning. Bildverarbeitung für die Medizin 2020: 137-142 - [c306]Azeem Bootwala, Katharina Breininger, Andreas K. Maier, Vincent Christlein:
Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval. Bildverarbeitung für die Medizin 2020: 144-149 - [c305]Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier:
Investigation of Feature-Based Nonrigid Image Registration Using Gaussian Process. Bildverarbeitung für die Medizin 2020: 156-162 - [c304]Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Deep Autofocus with Cone-Beam CT Consistency Constraint. Bildverarbeitung für die Medizin 2020: 169-174 - [c303]Florian Kordon, Andreas K. Maier, Benedict Swartman, Holger Kunze:
Font Augmentation. Bildverarbeitung für die Medizin 2020: 176-182 - [c302]Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier:
Abstract: RinQ Fingerprinting. Bildverarbeitung für die Medizin 2020: 184 - [c301]Jan-Nico Zaech, Cong Gao, Bastian Bier, Russell H. Taylor, Andreas K. Maier, Nassir Navab, Mathias Unberath:
Abstract: Learning to Avoid Poor Images. Bildverarbeitung für die Medizin 2020: 185 - [c300]Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier:
Field of View Extension in Computed Tomography Using Deep Learning Prior. Bildverarbeitung für die Medizin 2020: 186-191 - [c299]Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier:
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans. Bildverarbeitung für die Medizin 2020: 193-198 - [c298]Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier:
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics. Bildverarbeitung für die Medizin 2020: 200 - [c297]Roman Schaffert, Markus Weiß, Jian Wang, Anja Borsdorf, Andreas K. Maier:
Learning-Based Correspondence Estimation for 2-D/3-D Registration. Bildverarbeitung für die Medizin 2020: 222-228 - [c296]Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Learning-Based Misalignment Detection for 2-D/3-D Overlays. Bildverarbeitung für die Medizin 2020: 230-235 - [c295]Julian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto, Andreas K. Maier:
Deep OCT Angiography Image Generation for Motion Artifact Suppression. Bildverarbeitung für die Medizin 2020: 248-253 - [c294]Merlin A. Nau, Stefan B. Ploner, Eric M. Moult, James G. Fujimoto, Andreas K. Maier:
Open Source Simulation of Fixational Eye Drift Motion in OCT Scans. Bildverarbeitung für die Medizin 2020: 254-259 - [c293]Florian Kordon, Peter Fischer, Maxim Privalov, Benedict Swartman, Marc Schnetzke, Jochen Franke, Ruxandra Lasowski, Andreas K. Maier, Holger Kunze:
Abstract: Multi-Task Framework for X-Ray Guided Planning in Knee Surgery. Bildverarbeitung für die Medizin 2020: 260 - [c292]Hakan Calim, Andreas K. Maier:
Erlernbarkeitsstudie eines vibrotaktilen Armbands für assistive Navigation. Bildverarbeitung für die Medizin 2020: 262-267 - [c291]Weilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier:
Modularization of Deep Networks Allows Cross-Modality Reuse. Bildverarbeitung für die Medizin 2020: 274-279 - [c290]Sebastian Gündel, Andreas K. Maier:
Epoch-Wise Label Attacks for Robustness Against Label Noise. Bildverarbeitung für die Medizin 2020: 287-292 - [c289]Christof A. Bertram, Marc Aubreville, Christian Marzahl, Andreas K. Maier, Robert Klopfleisch:
Abstract: How Big is Big Enough? Bildverarbeitung für die Medizin 2020: 293 - [c288]Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas K. Maier:
Imitation Learning Network for Fundus Image Registration Using a Divide-And-Conquer Approach. Bildverarbeitung für die Medizin 2020: 301-306 - [c287]Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier:
Abstract: Divide-And-Conquer Approach Towards Understanding Deep Networks. Bildverarbeitung für die Medizin 2020: 313 - [c286]Christoph Luckner, Magdalena Herbst, Michael Fuhrmann, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Combining 2-D and 3-D Weight-Bearing X-Ray Images. Bildverarbeitung für die Medizin 2020: 335-340 - [c285]Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. DAS 2020: 246-261 - [c284]Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-Ranking for Writer Identification and Writer Retrieval. DAS 2020: 572-586 - [c283]Prathmesh Madhu, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Vincent Christlein, Andreas K. Maier, Peter Bell:
Deep Learning based Attribute Representation in Ancient Vase Paintings. DH 2020 - [c282]Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas K. Maier:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. ICASSP 2020: 1264-1268 - [c281]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding. ICASSP 2020: 6949-6953 - [c280]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier:
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks. INTERSPEECH 2020: 1121-1125 - [c279]Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth, Elmar Nöth:
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication. INTERSPEECH 2020: 1136-1140 - [c278]Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier:
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee. MICCAI (3) 2020: 14-23 - [c277]Christian Marzahl, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas Maier:
Are Fast Labeling Methods Reliable? A Case Study of Computer-Aided Expert Annotations on Microscopy Slides. MICCAI (1) 2020: 24-32 - [c276]Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Automatic CAD-RADS Scoring Using Deep Learning. MICCAI (6) 2020: 45-54 - [c275]Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning. MICCAI (2) 2020: 199-208 - [c274]Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels. iMIMIC/MIL3iD/LABELS@MICCAI 2020: 204-213 - [c273]Oliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier:
Automatic Detection of Free Intra-abdominal Air in Computed Tomography. MICCAI (2) 2020: 232-241 - [c272]Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze:
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes. MICCAI (2) 2020: 486-495 - [c271]Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. MLMI@MICCAI 2020: 504-512 - [c270]Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering. MICCAI (2) 2020: 506-515 - [c269]Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee. MICCAI (6) 2020: 671-680 - [c268]Katharina Breininger, Marcus Pfister, Markus Kowarschik, Andreas K. Maier:
Move Over There: One-Click Deformation Correction for Image Fusion During Endovascular Aortic Repair. MICCAI (4) 2020: 713-723 - [c267]Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier:
VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data. VCBM 2020: 151-155 - [c266]Moritz Venator, Fengyi Shen, Selcuk Aklanoglu, Erich Bruns, Klaus-Jürgen Diepold, Andreas K. Maier:
Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation. WACV 2020: 1746-1755 - [e6]Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas K. Maier, Klaus H. Maier-Hein, Christoph Palm:
Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 15. bis 17. März 2020 in Berlin. Informatik Aktuell, Springer 2020, ISBN 978-3-658-29266-9 [contents] - [i130]Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kärgel, Nishant Ravikumar, Martine Rémy-Jardin, Andreas K. Maier:
COPD Classification in CT Images Using a 3D Convolutional Neural Network. CoRR abs/2001.01100 (2020) - [i129]Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features using Ensemble Learning. CoRR abs/2001.01213 (2020) - [i128]Nadine Kuhnert, Andreas K. Maier:
Flexible Log File Parsing using Hidden Markov Models. CoRR abs/2001.01216 (2020) - [i127]Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification. CoRR abs/2001.02127 (2020) - [i126]Yixing Huang, Shengxiang Wang, Yong Guan, Andreas K. Maier:
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning. CoRR abs/2001.02469 (2020) - [i125]Julian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto, Andreas K. Maier:
Deep OCT Angiography Image Generation for Motion Artifact Suppression. CoRR abs/2001.02512 (2020) - [i124]Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier:
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process. CoRR abs/2001.05862 (2020) - [i123]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding. CoRR abs/2001.10218 (2020) - [i122]Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein:
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm. CoRR abs/2001.11248 (2020) - [i121]Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR abs/2002.02870 (2020) - [i120]Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
Spatio-Temporal Handwriting Imitation. CoRR abs/2003.10593 (2020) - [i119]Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein:
Recognizing Characters in Art History Using Deep Learning. CoRR abs/2003.14171 (2020) - [i118]Christian Marzahl, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier:
Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides. CoRR abs/2004.05838 (2020) - [i117]Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao:
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR abs/2004.12314 (2020) - [i116]Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jennifer Maier, Christian Bergler, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier:
EXACT: A collaboration toolset for algorithm-aided annotation of almost everything. CoRR abs/2004.14595 (2020) - [i115]Lin Yuan, Yixing Huang, Andreas K. Maier:
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction. CoRR abs/2005.00762 (2020) - [i114]Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas K. Maier:
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images. CoRR abs/2005.10034 (2020) - [i113]Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-based Motion Estimation in Tomography. CoRR abs/2006.10390 (2020) - [i112]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas K. Maier:
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks. CoRR abs/2006.13067 (2020) - [i111]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
CLC: Complex Linear Coding for the DNS 2020 Challenge. CoRR abs/2006.13077 (2020) - [i110]Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning. CoRR abs/2007.04018 (2020) - [i109]Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. CoRR abs/2007.04655 (2020) - [i108]Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering. CoRR abs/2007.04754 (2020) - [i107]Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization. CoRR abs/2007.04768 (2020) - [i106]Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas K. Maier, Robert Klopfleisch, Marc Aubreville:
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels. CoRR abs/2007.05351 (2020) - [i105]Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-ranking for Writer Identification and Writer Retrieval. CoRR abs/2007.07101 (2020) - [i104]Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. CoRR abs/2007.07943 (2020) - [i103]Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. CoRR abs/2008.02030 (2020) - [i102]Mareike Thies, Jan-Nico Zäch, Cong Gao, Russell H. Taylor, Nassir Navab, Andreas K. Maier, Mathias Unberath:
A Learning-based Method for Online Adjustment of C-arm Cone-Beam CT Source Trajectories for Artifact Avoidance. CoRR abs/2008.06262 (2020) - [i101]Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch:
Dogs as Model for Human Breast Cancer: A Completely Annotated Whole Slide Image Dataset. CoRR abs/2008.10244 (2020) - [i100]Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier:
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR abs/2009.01192 (2020) - [i99]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors. CoRR abs/2009.03807 (2020) - [i98]Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems. CoRR abs/2009.04420 (2020) - [i97]Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas K. Maier, Henry R. Halperin, Tommaso Mansi:
Graph convolutional regression of cardiac depolarization from sparse endocardial maps. CoRR abs/2009.14068 (2020) - [i96]Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements. CoRR abs/2009.14712 (2020) - [i95]Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Automatic CAD-RADS Scoring Using Deep Learning. CoRR abs/2010.01963 (2020) - [i94]Stefan B. Ploner, Martin F. Kraus, Eric M. Moult, Lennart Husvogt, Julia Schottenhamml, A. Yasin Alibhai, Nadia K. Waheed, Jay S. Duker, James G. Fujimoto, Andreas K. Maier:
Efficient and high accuracy 3-D OCT angiography motion correction in pathology. CoRR abs/2010.06931 (2020) - [i93]Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. CoRR abs/2010.10197 (2020)
2010 – 2019
- 2019
- [j71]Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Guest editorial of the IJCARS - BVM 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(1): 1-2 (2019) - [j70]Johannes Bopp, Veronika Ludwig, Maria Seifert, Georg Pelzer, Andreas K. Maier, Gisela Anton, Christian Riess:
Simulation study on X-ray phase contrast imaging with dual-phase gratings. Int. J. Comput. Assist. Radiol. Surg. 14(1): 3-10 (2019) - [j69]Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional machine learning for limited angle tomography. Int. J. Comput. Assist. Radiol. Surg. 14(1): 11-19 (2019) - [j68]Marc Aubreville, Maike P. Stoeve, Nicolai Oetter, Miguel Goncalves, Christian Knipfer, Helmut Neumann, Christopher Bohr, Florian Stelzle, Andreas K. Maier:
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. Int. J. Comput. Assist. Radiol. Surg. 14(1): 31-42 (2019) - [j67]Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model. Int. J. Comput. Assist. Radiol. Surg. 14(1): 53-61 (2019) - [j66]Bastian Bier, Florian Goldmann, Jan-Nico Zaech, Javad Fotouhi, Rachel Hegeman, Robert B. Grupp, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier, Mathias Unberath:
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1463-1473 (2019) - [j65]Siming Bayer, Zhiwei Zhai, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Marius Staring, Berend C. Stoel, Rebecca Fahrig, Arya Nabavi, Andreas Maier, Nishant Ravikumar:
Registration of vascular structures using a hybrid mixture model. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1507-1516 (2019) - [j64]Alexander Preuhs, Andreas Maier, Michael Manhart, Markus Kowarschik, Elisabeth Hoppe, Javad Fotouhi, Nassir Navab, Mathias Unberath:
Symmetry prior for epipolar consistency. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1541-1551 (2019) - [j63]Javad Fotouhi, Mathias Unberath, Tianyu Song, Jonas Hajek, Sing Chun Lee, Bastian Bier, Andreas Maier, Greg Osgood, Mehran Armand, Nassir Navab:
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1553-1563 (2019) - [j62]Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
IJCARS: BVM 2019 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1823-1824 (2019) - [j61]Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Pitfalls in interventional X-ray organ dose assessment - combined experimental and computational phantom study: application to prostatic artery embolization. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1859-1869 (2019) - [j60]Katharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas Maier:
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair. Int. J. Comput. Assist. Radiol. Surg.