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ORCIDAndreas K. Maier
Andreas Maier 0001
Person information
- affiliation: University of Erlangen-Nuremberg, Department of Computer Science, Pattern Recognition Laboratory, Erlangen, Germany
Other persons with the same name
- Andreas Maier
- Andreas Maier 0002
![[0000-0002-9721-1423]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-9721-1423")
(aka: Andreas Martin Maier) — University of Edinburgh, Higgs Centre for Theoretical Physics, Edinburgh, UK (and 2 more) - Andreas Maier 0003 — Technical University of Kaiserslautern, Department of Computer Science, Kaiserslautern, Germany (and 1 more)
- Andreas Maier 0004 — University of Salzburg, Department of Computer Sciences, Salzburg, Austria
- Andreas Maier 0005 — IBM Germany Lab, Böblingen, Germany
- Andreas Maier 0006 — Ontoprise GmbH, Karlsruhe, Germany
- Andreas Maier 0007 — Zimory GmbH, Berlin, Germany
- Andreas Maier 0008 — Credit Suisse, Zurich, Switzerland
- Andreas Maier 0009 — University of Hamburg, Institute for Computational Systems Biology, Germany
- Andreas Maier 0010 — University of Augsburg, FIM Research Center, Germany
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2020 – today
- 2025
[j148]Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed, Abdullah Al Zubaer Imran, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam Wang, Garry Evan Gold, Jang-Hwan Choi:
Low-dose computed tomography perceptual image quality assessment. Medical Image Anal. 99: 103343 (2025)- 2024
- [j147]Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, Dorothy A. Thompson, Andreas K. Maier:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification. IEEE Access 12: 52352-52362 (2024) - [j146]Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration. IEEE Access 12: 101210-101227 (2024) - [j145]Maximilian Rohleder, Mareike Thies, Sophie Riedl, Benno Bullert, Jula Gierse, Maxim Privalov, Eric Mandelka, Sven Yves Vetter, Andreas K. Maier, Björn W. Kreher:
An interactive task-based method for the avoidance of metal artifacts in CBCT. Int. J. Comput. Assist. Radiol. Surg. 19(7): 1399-1407 (2024) - [j144]Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction. Comput. Biol. Medicine 182: 109178 (2024) - [j143]Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Ali Hürriyetoglu, Andreas K. Maier, Vincent Christlein:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset. Expert Syst. Appl. 255: 124576 (2024) - [j142]Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Andreas K. Maier, Rodrigo da Rosa Righi:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions. Expert Syst. Appl. 255: 124644 (2024) - [j141]Regine Büter, John J. Han, Ayberk Acar, Yizhou Li, Paola Ruiz Puentes, Roger D. Soberanis-Mukul, Iris Gupta, Joyraj Bhowmick, Ahmed Ghazi, Andreas K. Maier, Mathias Unberath, Jie Ying Wu:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration. J. Medical Robotics Res. 9(1&2): 2440001:1-2440001:9 (2024) - [j140]Achim Schilling, Richard Gerum, Claudia Boehm, Jwan Rasheed, Claus Metzner, Andreas Maier, Caroline Reindl, Hajo M. Hamer, Patrick Krauss:
Deep learning based decoding of single local field potential events. NeuroImage 297: 120696 (2024) - [j139]Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process optimization and continual learning in distributed process chains. Neural Networks 180: 106647 (2024) - [j138]Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Contextual HookFormer for Glacier Calving Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j137]Haijun Yu, Song Ni, Mareike Thies, Fabian Wagner, Yixing Huang, Fengling Liu, Andreas K. Maier:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [c538]Merlin A. Nau, A. Hans Vija, Maximilian P. Reymann, Wesley Gohn, Andreas K. Maier:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies. Bildverarbeitung für die Medizin 2024: 3-8 - [c537]Christof A. Bertram, Christian Marzahl, Alexander Bartel, Jason Stayt, Federico Bonsembiante, Janet Beeler-Marfisi, Ann K. Barton, Ginevra Brocca, Maria E. Gelain, Agnes C. Gläsel, Kelly du Preez, Kristina Weiler, Christiane Weissenbacher-Lang, Katharina Breininger, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Jenny Hill:
Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage - Performance of Human Experts and a Deep Learning. Bildverarbeitung für die Medizin 2024: 10 - [c536]Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier:
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps. Bildverarbeitung für die Medizin 2024: 12 - [c535]Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification. Bildverarbeitung für die Medizin 2024: 13-18 - [c534]Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier:
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets. Bildverarbeitung für die Medizin 2024: 26 - [c533]Kai Packhäuser, Lukas Folle, Tri-Thien Nguyen, Florian Thamm, Andreas K. Maier:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs. Bildverarbeitung für die Medizin 2024: 27-32 - [c532]Moritz Zaiss, Junaid R. Rajput, Hoai Nam Dang, Vladimir Golkov, Daniel Cremers, Florian Knoll, Andreas K. Maier:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant - GPT4MR. Bildverarbeitung für die Medizin 2024: 94-99 - [c531]Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger:
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. Bildverarbeitung für die Medizin 2024: 116 - [c530]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting. Bildverarbeitung für die Medizin 2024: 156 - [c529]Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier:
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models. Bildverarbeitung für die Medizin 2024: 159 - [c528]Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks. Bildverarbeitung für die Medizin 2024: 160-165 - [c527]Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
Abstract: Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. Bildverarbeitung für die Medizin 2024: 203 - [c526]Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier:
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction. Bildverarbeitung für die Medizin 2024: 204 - [c525]Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Exploring Epipolar Consistency Conditions. Bildverarbeitung für die Medizin 2024: 211-216 - [c524]Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher:
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. Bildverarbeitung für die Medizin 2024: 217 - [c523]Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Abstract: Realistic Collimated X-ray Image Simulation Pipeline. Bildverarbeitung für die Medizin 2024: 218 - [c522]Christopher Brückner, Chang Liu, Leonhard Rist, Andreas K. Maier:
Influence of imperfect annotations on deep learning segmentation models. Bildverarbeitung für die Medizin 2024: 226-231 - [c521]Linda Vorberg, Oliver Taubmann, Hendrik Ditt, Andreas K. Maier:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels. Bildverarbeitung für die Medizin 2024: 267-272 - [c520]Tianyi Wang, Chang Liu, Leonhard Rist, Andreas K. Maier:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning. Bildverarbeitung für die Medizin 2024: 291-296 - [c519]Aniol Serra Juhé, Daniel Rinck, Andreas K. Maier:
Abstract: Generation of Synthetic 3D Data using Simulated MR Examinations in Augmented Reality. Bildverarbeitung für die Medizin 2024: 297 - [c518]Lena Augustin, Fabian Wagner, Mareike Thies, Andreas K. Maier:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction. Bildverarbeitung für die Medizin 2024: 310-315 - [c517]Siyuan Mei, Fuxin Fan, Andreas K. Maier:
Abstract: Metal Inpainting in CBCT Projections using Score-based Generative Model. Bildverarbeitung für die Medizin 2024: 336 - [c516]Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas K. Maier, Moritz Zaiss:
Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. Bildverarbeitung für die Medizin 2024: 337 - [c515]Wenke Karbole, Stefan B. Ploner, Jungeun Won, Anna Marmalidou, Hiroyuki Takahashi, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT. Bildverarbeitung für die Medizin 2024: 350-355 - [c514]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. Bildverarbeitung für die Medizin 2024: 362 - [c513]Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs. Bildverarbeitung für die Medizin 2024: 363 - [c512]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. ECCV (75) 2024: 236-252 - [c511]Nastassia Vysotskaya, Noah Maul, Alessandra Fusco, Souvik Hazra, Jens Harnisch, Tomás Arias-Vergara, Andreas K. Maier:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing. ICASSP 2024: 2041-2045 - [c510]Paula Andrea Pérez-Toro, Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailón, Srinivasan Vairavan, Richard J. B. Dobson, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins:
Longitudinal Modeling of Depression Shifts Using Speech and Language. ICASSP 2024: 12021-12025 - [c509]Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara:
SNOBERT: A Benchmark for Clinical Notes Entity Linking in the SNOMED CT Clinical Terminology. ICPR (31) 2024: 154-163 - [c508]Mikhail Kulyabin, Aline Sindel, Hilde Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging. ICPR (28) 2024: 168-182 - [c507]Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) 2024: 25-34 - [c506]Leonhard Rist, Christopher Homm, Félix Lades, Abraham Ayala Hernandez, Michael Sühling, Erik Gudman Steuble Brandt, Andreas K. Maier, Oliver Taubmann:
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge. AIPAD/PILM@MICCAI 2024: 45-54 - [c505]Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets. MICCAI (8) 2024: 145-154 - [c504]Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau, Christoph Bert, Yixing Huang, Florian Putz:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. MICCAI (5) 2024: 198-208 - [c503]Junaid R. Rajput, Simon Weinmueller, Jonathan Endres, Peter Dawood, Florian Knoll, Andreas K. Maier, Moritz Zaiss:
Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions. MICCAI (7) 2024: 233-241 - [c502]Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas K. Maier:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images. MICCAI (7) 2024: 253-263 - [c501]Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Würfl, Andreas K. Maier:
No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising. MICCAI (10) 2024: 568-578 - [c500]Mingxuan Gu, Mareike Thies, Siyuan Mei, Fabian Wagner, Mingcheng Fan, Yipeng Sun, Zhaoya Pan, Sulaiman Vesal, Ronak Kosti, Dennis Possart, Jonas Utz, Andreas K. Maier:
Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation. MICCAI (9) 2024: 681-691 - [c499]Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo:
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. MICCAI (7) 2024: 701-711 - [c498]Haiting Huang, Mathias Zinnen, Shumei Liu, Andreas K. Maier, Vincent Christlein:
Scene Classification on Fine Arts with Style Transfer. SUMAC@ ACM Multimedia 2024: 18-27 - [c497]Abner Hernandez, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Seung Hee Yang, Juan Rafael Orozco-Arroyave, Andreas K. Maier:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. TSD (2) 2024: 149-160 - [e13]Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024. Informatik Aktuell, Springer 2024, ISBN 978-3-658-44036-7 [contents] - [e12]Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle:
Machine Learning for Multimodal Healthcare Data - First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings. Lecture Notes in Computer Science 14315, Springer 2024, ISBN 978-3-031-47678-5 [contents] - [d14]Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER. IEEE DataPort, 2024
- [d13]Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Vasilii I. Borisov, Mikhail Ronkin, Alexander Bogachev, Sergey Korotkich, Andreas Maier:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. Version 2. Zenodo, 2024 [all versions] - [i309]Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Multi-Modal Cognitive Maps based on Neural Networks trained on Successor Representations. CoRR abs/2401.01364 (2024) - [i308]Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification. CoRR abs/2401.03912 (2024) - [i307]Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier:
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT. CoRR abs/2401.09283 (2024) - [i306]Chang Liu, Laura Klein, Yixing Huang, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization. CoRR abs/2401.12725 (2024) - [i305]Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series. CoRR abs/2401.16039 (2024) - [i304]Yuzhong Zhou, Linda-Sophie Schneider, Fuxin Fan, Andreas K. Maier:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography. CoRR abs/2401.16104 (2024) - [i303]Linda-Sophie Schneider, Gabriel Herl, Andreas K. Maier:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation. CoRR abs/2402.10223 (2024) - [i302]Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. CoRR abs/2402.12114 (2024) - [i301]Alexander Schmidt, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. CoRR abs/2402.16188 (2024) - [i300]Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. CoRR abs/2402.17029 (2024) - [i299]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Andreas K. Maier:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm. CoRR abs/2403.00426 (2024) - [i298]Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction. CoRR abs/2403.01993 (2024) - [i297]Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation. CoRR abs/2403.03326 (2024) - [i296]Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier:
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction. CoRR abs/2403.10695 (2024) - [i295]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR abs/2403.14429 (2024) - [i294]Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Analysing Diffusion Segmentation for Medical Images. CoRR abs/2403.14440 (2024) - [i293]Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process Optimization and Continual Learning in Distributed Process Chains. CoRR abs/2403.18343 (2024) - [i292]Siyuan Mei, Fuxin Fan, Fabian Wagner, Mareike Thies, Mingxuan Gu, Yipeng Sun, Andreas K. Maier:
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models. CoRR abs/2404.03541 (2024) - [i291]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR abs/2404.06314 (2024) - [i290]Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang:
The Impact of Speech Anonymization on Pathology and Its Limits. CoRR abs/2404.08064 (2024) - [i289]Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images. CoRR abs/2404.14747 (2024) - [i288]Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier:
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy. CoRR abs/2404.14807 (2024) - [i287]Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR abs/2405.01156 (2024) - [i286]Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas K. Maier, Peter Uhrig, Achim Schilling:
Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT. CoRR abs/2405.02024 (2024) - [i285]Yuedong Yuan, Linda-Sophie Schneider, Andreas K. Maier:
Application of Gated Recurrent Units for CT Trajectory Optimization. CoRR abs/2405.09333 (2024) - [i284]Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara:
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology. CoRR abs/2405.16115 (2024) - [i283]Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier:
On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation. CoRR abs/2405.19079 (2024) - [i282]Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2406.05477 (2024) - [i281]Maged Badawi, Mohammedyahia Abushanab, Sheethal Bhat, Andreas K. Maier:
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain. CoRR abs/2406.16143 (2024) - [i280]Linda-Sophie Schneider, Patrick Krauss, Nadine Schiering, Christopher Syben, Richard Schielein, Andreas Maier:
Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives. CoRR abs/2406.16659 (2024) - [i279]Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang:
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR abs/2407.03132 (2024) - [i278]Vishal Patoliya, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Smell and Emotion: Recognising emotions in smell-related artworks. CoRR abs/2407.04592 (2024) - [i277]Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder. CoRR abs/2407.08166 (2024) - [i276]Shumei Liu, Haiting Huang, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces. CoRR abs/2407.11701 (2024) - [i275]Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Hoefler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas Maier, Rainer Fietkau, Yixing Huang, Florian Putz:
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology. CoRR abs/2408.10715 (2024) - [i274]Mikhail Kulyabin, Aline Sindel, Hilde Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging. CoRR abs/2408.14810 (2024) - [i273]Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein:
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. CoRR abs/2409.00786 (2024) - [i272]Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas K. Maier:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion. CoRR abs/2409.05982 (2024) - [i271]Yixing Huang, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data. CoRR abs/2409.08800 (2024) - [i270]Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Maria Schuster, Andreas K. Maier, Seung Hee Yang:
Differential privacy for protecting patient data in speech disorder detection using deep learning. CoRR abs/2409.19078 (2024) - [i269]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier:
DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits. CoRR abs/2410.14900 (2024) - [i268]Prajol Shrestha, Mikhail Kulyabin, Aline Sindel, Hilde Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging. CoRR abs/2410.15158 (2024) - 2023
- [j136]Fei Wu, Jianlin Zhang, Zhiyong Xu, Andreas K. Maier, Vincent Christlein:
Updating Siamese trackers using peculiar mixup. Appl. Intell. 53(19): 22531-22545 (2023) - [j135]