Andreas Maier

286 papers A 11B 5C 6Misc 2Journal 134Unranked 117
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Deep Learning Framework for Heat Demand Forecasting using Time-Frequency Representations of Decomposed Features.
CoRR
Adithya Ramachandran, Satyaki Chatterjee, Thorkil Flensmark, B. Neergaard, Maximilian Oberndoerfer, Andreas Maier, Siming Bayer
2026 J jnl
A robust sampling technique for realistic distribution simulation in federated learning.
Int. J. Comput. Assist. Radiol. Surg.
Robin Hoepp, Leonhard Rist, Alexander Katzmann, Raghavan Ashok, Andreas Wimmer, Michael Sühling, Andreas Maier
2026 — conf
AI-based Dual-domain Framework for Gridline Suppression in Digital Radiography.
Bildverarbeitung für die Medizin
Shadi Khamseh, Florian Wolz, Joshua Scheuplein, Thorsten Ergler, Andreas Maier
2026 — conf
Abstract: Audio-vision Contrastive Learning for Phonological Class Recognition.
Bildverarbeitung für die Medizin
Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas Maier, Paula Andrea Pérez-Toro
2026 — conf
Abstract: BigReg - An Efficient Registration Pipeline for High-resolution X-ray and Light-sheet Fluorescence Microscopy.
Bildverarbeitung für die Medizin
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2026 — conf
Abstract: DINO Adapted to X-ray (DAX) - Foundation Models for Intraoperative X-ray Imaging.
Bildverarbeitung für die Medizin
Joshua Scheuplein, Maximilian Rohleder, Andreas Maier, Björn W. Kreher
2026 — conf
Abstract: DRACO - Differentiable Reconstruction for Arbitrary CBCT Orbits.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier
2026 — conf
Anomaly Detection in Thoracic CT - A Public Benchmark Based on CT-RATE.
Bildverarbeitung für die Medizin
Franziska Weber, Thomas Gorges, Adarsh Raghunath, Andreas Maier
2026 — conf
Automated Segmentation and Biomarker Analysis in OCT Images using a Transformer-based Framework.
Bildverarbeitung für die Medizin
Lukas Mechs, Stefan B. Ploner, Yunchan Hwang, Muhammad U. Jamil, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2026 — conf
Automatic Patient Positioning Control and Correction on MRI Localizer Images.
Bildverarbeitung für die Medizin
Zeineb Azouzi, Linda Vorberg, Rainer Schneider, Andreas Maier, Fabian Wagner
2026 — ed.
Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026
Bildverarbeitung für die Medizin
Heinz Handels, Katharina Breininger, Thomas M. Deserno, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
2026 — conf
Breast MRI Evaluation with Weakly-informed Slice-level Explanation - BE-WISE.
Bildverarbeitung für die Medizin
Adarsh Bhandary Panambur, Tri-Thien Nguyen, Siming Bayer, Andreas Maier
2026 J jnl
Coarse-to-Fine Non-rigid Multi-modal Image Registration for Historical Panel Paintings based on Crack Structures.
CoRR
Aline Sindel, Andreas Maier, Vincent Christlein
2026 — conf
Comparative Study of Deep Learning Models for Brain Metastases Autosegmentation.
Bildverarbeitung für die Medizin
Anqi Wang, Florian Putz, Yixing Huang, Andreas Maier
2026 — conf
Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, Andreas Maier
2026 — conf
Explainable Radiologist-aligned VLM for CT Image Quality Assessment.
Bildverarbeitung für die Medizin
Jiajun Wang, Yipeng Sun, Siming Bayer, Andreas Maier
2026 — conf
Hybrid Vessel Wall Segmentation for Assisted Annotation in CT Angiography.
Bildverarbeitung für die Medizin
Jacopo Bracci, Alexander Katzmann, Leonhard Rist, Linda Vorberg, Michael Sühling, Andreas Maier
2026 — conf
Interpretable Framework for Zero-shot 4D Low-dose CT Denoising - Filter2Noise-4D.
Bildverarbeitung für die Medizin
Yipeng Sun, Linda-Sophie Schneider, Siyuan Mei, Chengze Ye, Mingxuan Gu, Fabian Wagner, Siming Bayer, Andreas Maier
2026 — conf
Opportunistic Breast Cancer Risk Stratification From Low-dose Chest CT Using Multiple Instance Learning.
Bildverarbeitung für die Medizin
Yaqiong Ni, Adarsh Bhandary Panambur, Chang Liu, Tri-Thien Nguyen, Siming Bayer, Huang Juan, iayu Sun, Lv Su, Andreas Maier
2026 — conf
Parameter-efficient Finetuning of Foundational Models for Text-guided X-ray Image Segmentation.
Bildverarbeitung für die Medizin
Maeen Alikarrar, Christopher Syben, Joshua Scheuplein, Christian Hümmer, Ludwig Ritschl, Steffen Kappler, Andreas Maier
2026 — conf
Prediction of Patient and Mobile C-arm Orientation in Orthopedic Trauma Procedures.
Bildverarbeitung für die Medizin
Joshua Scheuplein, Björn W. Kreher, Andreas Maier
2026 J jnl
ProGiDiff: Prompt-Guided Diffusion-Based Medical Image Segmentation.
CoRR
Yuan Lin, Murong Xu, Marc Hölle, Chinmay Prabhakar, Andreas Maier, Vasileios Belagiannis, Bjoern Menze, Suprosanna Shit
2026 — ed.
Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis - First International Workshop, RIME 2025, and 7th International Workshop, GRAIL 2025, Daejeon, South Korea, September 27, 2025, Proceedings
GRAIL/RIME@MICCAI
Lina Felsner, Thomas Küstner, Andreas Maier, Chen Qin, Seyed-Ahmad Ahmadi, Anees Kazi, Xiaoling Hu
2026 — conf
Self-supervised Dual-domain Swin Transformer for Sparse-view CT Reconstruction - DuDoSwin.
Bildverarbeitung für die Medizin
Bipin Yadav, Adarsh Raghunath, Franziska Weber, Andreas Maier
2026 J jnl
SteuerLLM: Local specialized large language model for German tax law analysis.
CoRR
Sebastian Wind, Jeta Sopa, Laurin Schmid, Quirin Jackl, Sebastian Kiefer, Fei Wu, Martin Mayr, Harald Köstler, Gerhard Wellein, Andreas Maier, Soroosh Tayebi Arasteh
2026 — conf
Vision-language Models for Structured Report Generation in Radiology - Towards Consistent and Reliable Chest X-ray Reporting.
Bildverarbeitung für die Medizin
Md Badhon Miah, Lukas Buess, Andreas Maier
2025 — conf
Audio-Vision Contrastive Learning for Phonological Class Recognition.
TSD (1)
Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas Maier, Paula Andrea Pérez-Toro
2025 — ed.
Bildverarbeitung für die Medizin 2025 - Proceedings, German Conference on Medical Image Computing, Regensburg, March 09-11, 2025
Bildverarbeitung für die Medizin
Christoph Palm, Katharina Breininger, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas Tolxdorff
2025 J jnl
Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning.
CoRR
Nora Gourmelon, Konrad Heidler, Erik Loebel, Daniel Cheng, Julian Klink, Anda Dong, Fei Wu, Noah Maul, Moritz Koch, Marcel Dreier, Dakota Pyles, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
2025 J jnl
Data-efficient handwritten text recognition of diplomatic historical text.
Multim. Tools Appl.
Martin Mayr, Katharina Neumeier, Julian Krenz, Simon Bürcky, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2025 J jnl
Enhancing zero-shot learning in medical imaging: integrating clip with advanced techniques for improved chest x-ray analysis.
CoRR
Prakhar Bhardwaj, Sheethal Bhat, Andreas Maier
2025 J jnl
Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection.
CoRR
Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas Maier, Johann Jäger, Siming Bayer
2025 J jnl
Low-dose computed tomography perceptual image quality assessment.
Medical Image Anal.
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 S. Wang, Garry Evan Gold, Jang-Hwan Choi
2025 — conf
MM-DETR: Emulating the Diagnostic Clinical Workflow in Multi-view Multi-modal Mammography Mass Detection.
Deep-Breath@MICCAI
Karim Elbarbary, Adarsh Bhandary Panambur, Sheethal Bhat, Siming Bayer, Andreas Maier
2025 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - LDTM 2024, MMMI/ML4MHD 2024, ML-CDS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Anna Schroder, Xiang Li, Tanveer F. Syeda-Mahmood, Neil P. Oxtoby, Alexandra L. Young, Alessa Hering, Tejas Sudharshan Mathai, Pritam Mukherjee, Sven Kuckertz, Tiantian He, Isaac Llorente-Saguer, Andreas Maier, Satyananda Kashyap, Hayit Greenspan, Anant Madabhushi
2025 J jnl
PASAL: Progress- and sparsity-aware loss balancing for heterogeneous dataset fusion.
Inf. Fusion
Thomas Gorges, Teresa Scholz, Stefan Saloman, Mathias Zinnen, Juliane Hoffmann, Nora Gourmelon, Andreas Maier, Sebastian Hettenkofer, Vincent Christlein
2025 J jnl
Parametric-MAA: fast, object-centric avoidance of metal artifacts for intraoperative CBCT.
Int. J. Comput. Assist. Radiol. Surg.
Maximilian Rohleder, Andreas Maier, Bjoern Kreher
2025 J jnl
Perceptual Implications of Automatic Anonymization in Pathological Speech.
CoRR
Soroosh Tayebi Arasteh, Saba Afza, Tri-Thien Nguyen, Lukas Buess, Maryam Parvin, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Hiuching Hung, Mahshad Lotfinia, Thomas Gorges, Elmar Nöth, Maria Schuster, Seung Hee Yang, Andreas Maier
2025 J jnl
Recognizing sensory gestures in historical artworks.
Multim. Tools Appl.
Mathias Zinnen, Azhar Hussian, Andreas Maier, Vincent Christlein
2025 J jnl
Scan-do Attitude: Towards Autonomous CT Protocol Management using a Large Language Model Agent.
CoRR
Xingjian Kang, Linda Vorberg, Andreas Maier, Alexander Katzmann, Oliver Taubmann
2025 J jnl
SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation.
CoRR
Badhan Kumar Das, Ajay Singh, Saahil Islam, Gengyan Zhao, Andreas Maier
2025 J jnl
Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning.
Hum. Centric Intell. Syst.
Tobias Weise, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth, Maria Schuster, Björn Heismann, Seung Hee Yang
2025 J jnl
Unsupervised motion artifacts reduction for cone-beam CT via enhanced landmark detection.
Expert Syst. Appl.
Thanaporn Viriyasaranon, Serie Ma, Mareike Thies, Andreas Maier, Jang-Hwan Choi
2025 J jnl
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models.
Int. J. Comput. Vis.
Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2025 J jnl
kidsNARRATE: a versatile corpus for studying Chinese-english bilingual L2 narrative skills in preschoolers.
Lang. Resour. Evaluation
Hiuching Hung, Thorsten Piske, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier
2024 — ed.
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024
Bildverarbeitung für die Medizin
Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
2024 — conf
Cross-Modality Image Quality Prediction for Time-Resolved CT from Breathing Signals.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Annette Schwarz, Jannis Dickmann, Christian Hofmann, Juliane Szkitsak, Christoph Bert, Andreas Maier, Tomás Arias-Vergara
2024 C conf
DIREGA - Building Decision Support for German Register Law.
JURIX
Axel Adrian, Osman Anil Basaran, Nathan Dykes, Stephanie Evert, Michael Gritz, Merlin Humml, Michael Kohlhase, Johannes Lindner, Andreas Maier, Stephan Prettner, Max Rapp, Lutz Schröder, Verena Stürmer
2024 J jnl
DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits.
CoRR
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier
2024 J jnl
Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives.
CoRR
Linda-Sophie Schneider, Patrick Krauss, Nadine Schiering, Christopher Syben, Richard Schielein, Andreas Maier
2024 — conf
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding.
MICCAI (5)
Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau, Christoph Bert, Yixing Huang, Florian Putz
2024 J jnl
Deep learning based decoding of single local field potential events.
NeuroImage
Achim Schilling, Richard Gerum, Claudia Boehm, Jwan Rasheed, Claus Metzner, Andreas Maier, Caroline Reindl, Hajo M. Hamer, Patrick Krauss
2024 J jnl
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images.
CoRR
Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier
2024 J jnl
Empathetic Deep Learning: Transferring Adult Speech Emotion Models to Children With Gender-Specific Adaptations Using Neural Embeddings.
Hum. Centric Intell. Syst.
Elina Lesyk, Tomás Arias-Vergara, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave, Paula Andrea Pérez-Toro
2024 J jnl
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology.
CoRR
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
2024 J jnl
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces.
CoRR
Shumei Liu, Haiting Huang, Mathias Zinnen, Andreas Maier, Vincent Christlein
2024 J jnl
Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis.
CoRR
Martin Mayr, Julian Krenz, Katharina Neumeier, Anna Bub, Simon Bürcky, Nina Brolich, Klaus Herbers, Mechthild Habermann, Peter Fleischmann, Andreas Maier, Vincent Christlein
2024 J jnl
On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier
2024 J jnl
Probing for Consciousness in Machines.
CoRR
Mathis Immertreu, Achim Schilling, Andreas Maier, Patrick Krauss
2024 Misc conf
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks.
QCE
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas Maier
2024 J jnl
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.
CoRR
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2024 J jnl
Smell and Emotion: Recognising emotions in smell-related artworks.
CoRR
Vishal Patoliya, Mathias Zinnen, Andreas Maier, Vincent Christlein
2024 — conf
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation.
ECCV (75)
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
2024 J jnl
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder.
CoRR
Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier
2024 J jnl
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data.
CoRR
Yixing Huang, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz
2024 J jnl
The Impact of Speech Anonymization on Pathology and Its Limits.
CoRR
Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang
2024 — conf
Utilizing Deep Incomplete Classifiers to Implement Semantic Clustering for Killer Whale Photo Identification Data.
ICPR (1)
Alexander Barnhill, Jared R. Towers, Elmar Nöth, Andreas Maier, Christian Bergler
2024 J jnl
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models.
CoRR
Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2023 — conf
A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography.
ISBI
Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas Maier
2023 — conf
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks.
ISBI
Jeferson David Gallo-Aristizábal, Daniel Escobar-Grisales, Cristian D. Ríos-Urrego, Paula Andrea Pérez-Toro, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave
2023 A conf
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features.
INTERSPEECH
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Franziska Braun, Florian Hönig, Carlos Andrés Tobón-Quintero, David Aguillón, Francisco Lopera, Liliana Hincapié-Henao, Maria Schuster, Korbinian Riedhammer, Andreas Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 J jnl
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients.
Int. J. Comput. Assist. Radiol. Surg.
Leonhard Rist, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Michael Sühling, Andreas Maier
2023 J jnl
Building a Non-native Speech Corpus Featuring Chinese-English Bilingual Children: Compilation and Rationale.
CoRR
Hiuchung Hung, Andreas Maier, Thorsten Piske
2023 C conf
Caffe - A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery.
IGARSS
Nora Gourmelon, Thorsten Seehaus, Julian Klink, Matthias Braun, Andreas Maier, Vincent Christlein
2023 J jnl
Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar - A Feasibility Study.
Sensors
Nastassia Vysotskaya, Christoph Will, Lorenzo Servadei, Noah Maul, Christian Mandl, Merlin A. Nau, Jens Harnisch, Andreas Maier
2023 A conf
Deep Multi-Frame Filtering for Hearing Aids.
INTERSPEECH
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier
2023 A conf
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement.
INTERSPEECH
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
2023 — conf
Deepnapsi: Deep Learning for Nail Psoriasis Prediction.
ISBI
Lukas Folle, Pauline Fenzl, Filippo Fagni, Mareike Thies, Vincent Christlein, Christine Meder, Michael Sticherling, David Simon, Georg Schett, Andreas Maier, Arnd Kleyer
2023 — conf
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples.
ISBI
Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas Maier
2023 A conf
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages.
INTERSPEECH
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
2023 — conf
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems.
ISBI
Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas Maier
2023 — conf
Generation of Synthetic 3D Data Using Simulated MR Examinations in Augmented Reality.
ISBI
Aniol Serra Juhé, Daniel Rinck, Andreas Maier
2023 — conf
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
ISBI
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 Maier, Katharina Breininger
2023 — conf
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks.
ISBI
Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger
2023 J jnl
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals.
CoRR
Susu Sun, Stefano Woerner, Andreas Maier, Lisa M. Koch, Christian F. Baumgartner
2023 A conf
Measuring Phonological Precision in Children with Cleft Lip and Palate.
INTERSPEECH
Tomás Arias-Vergara, Elizabeth Londoño-Mora, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier
2023 — conf
Metal Inpainting in CBCT Projections Using Score-based Generative Model.
ISBI
Siyuan Mei, Fuxin Fan, Andreas Maier
2023 — conf
Metal-conscious Embedding for CBCT Projection Inpainting.
ISBI
Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas Maier
2023 — conf
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology.
ISBI
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger
2023 J jnl
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches.
CoRR
Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis, Ivan Andonovic, Gordon Gourlay
2023 — conf
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.
IPMI
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas Maier
2023 — conf
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting.
ISBI
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier
2023 J jnl
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals.
Sensors
Mikhail Kulyabin, Aleksei E. Zhdanov, Anton Yu. Dolganov, Andreas Maier
2023 — conf
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T.
MICCAI (8)
Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Moritz Zaiss
2023 C conf
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning.
WEBIST
Felipe André Zeiser, Ismael Santos, Henrique Bohn, Cristiano André da Costa, Gabriel de Oliveira Ramos, Rodrigo da Rosa Righi, Andreas Maier, José Rodrigo M. Andrade, Alexandre Bacelar
2023 A conf
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images.
INTERSPEECH
Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas Maier, Seung Hee Yang
2023 — conf
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5.
SSCI
M. Tallal Farooq, Martin Leipert, Andreas Maier, Vincent Christlein
2023 — conf
Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets.
ISBI
Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier
2023 J jnl
Scale-Equivariant Deep Learning for 3D Data.
CoRR
Thomas Wimmer, Vladimir Golkov, Hoai Nam Dang, Moritz Zaiss, Andreas Maier, Daniel Cremers
2023 — conf
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression.
ISBI
Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier
2023 A conf
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach.
INTERSPEECH
Hiuching Hung, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth
2023 — conf
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds.
ISBI
Dalia Rodríguez-Salas, Mathias Öttl, Mathias Seuret, Kai Packhäuser, Andreas Maier
2023 — conf
Whole-Body Multi-Organ Segmentation Using Anatomical Attention.
ISBI
Chang Liu, Felix Denzinger, Lukas Folle, Jingna Qiu, Laura Klein, Joscha Maier, Marc Kachelriess, Michael Lell, Andreas Maier
2023 C conf
Word class representations spontaneously emerge in a deep neural network trained on next word prediction.
ICMLA
Kishore Surendra, Achim Schilling, Paul Stoewer, Andreas Maier, Patrick Krauss
2022 — conf
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT.
MICCAI (2)
Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas Maier
2022 J jnl
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites.
Future Gener. Comput. Syst.
Vinicius Facco Rodrigues, Rodolfo Stoffel Antunes, Lucas Adams Seewald, Rodrigo Bazo, Eduardo Souza dos Reis, Uélison Jean Lopes dos Santos, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Cristiano André da Costa, Felipe L. Bertollo, Andreas Maier, Bjoern M. Eskofier, Tim Horz, Marcus Pfister, Rebecca Fahrig
2022 — conf
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings.
IPTA
Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti
2022 — conf
ArtFacePoints: High-Resolution Facial Landmark Detection in Paintings and Prints.
ECCV Workshops (1)
Aline Sindel, Andreas Maier, Vincent Christlein
2022 J jnl
Automated Protocoling for MRI Exams - Challenges and Solutions.
J. Digit. Imaging
Jonas Denck, Oliver Haas, Jens Guehring, Andreas Maier, Eva Rothgang
2022 — ed.
Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022
Bildverarbeitung für die Medizin
Klaus H. Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff
2022 — conf
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection.
MICCAI (3)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier
2022 Misc conf
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering.
ICASSP
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
2022 B conf
Direct and indirect image rotation estimation methods of orthopedic x-ray images.
Image Processing
Holger Kunze, Florian Kordon, Andreas Maier, Katharina Breininger
2022 J jnl
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
2022 B conf
Is Multitask Learning Always Better?
DAS
Alexander Mattick, Martin Mayr, Andreas Maier, Vincent Christlein
2022 — ed.
Machine Learning for Medical Image Reconstruction - 5th International Workshop, MLMIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings
MLMIR@MICCAI
Nandinee Fariah Haq, Patricia Johnson, Andreas Maier, Chen Qin, Tobias Würfl, Jaejun Yoo
2022 J jnl
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery.
J. Imaging
Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
2022 B conf
Normalization techniques for CNN based analysis of surgical cone beam CT volumes.
Image Processing
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Andreas Maier, Holger Kunze
2022 — conf
One-Shot Object Detection in Heterogeneous Artwork Datasets.
IPTA
Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein
2022 J jnl
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements.
IEEE Trans. Biomed. Eng.
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier
2021 — conf
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging.
Bildverarbeitung für die Medizin
Elisabeth Hoppe, Jens Wetzl, Philipp Roser, Lina Felsner, Alexander Preuhs, Andreas Maier
2021 — conf
A Novel Trilateral Filter for Digital Subtraction Angiography.
Bildverarbeitung für die Medizin
Purvi Tripathi, Richard Obler, Andreas Maier, Hendrik Janssen
2021 — conf
Abstract: A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research.
Bildverarbeitung für die Medizin
Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch
2021 — conf
Abstract: Are Fast Labeling Methods Reliable? - A Case Study of Computer-aided Expert Annotations on Microscopy Slides.
Bildverarbeitung für die Medizin
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
2021 — conf
Abstract: Automatic CAD-RADS Scoring using Deep Learning.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier
2021 — conf
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests.
Bildverarbeitung für die Medizin
Shuqing Chen, Daniel Stromer, Harb Alnasser Alabdalrahim, Stefan Schwab, Markus Weih, Andreas Maier
2021 — conf
Abstract: Automatic Plane Adjustment in Surgical Cone Beam CT-volumes.
Bildverarbeitung für die Medizin
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze
2021 — conf
Abstract: Contour-based Bone Axis Detection for X-ray-guided Surgery on the Knee.
Bildverarbeitung für die Medizin
Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
2021 — conf
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region.
Bildverarbeitung für die Medizin
Marc Aubreville, Christof A. Bertram, Christian Marzahl, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier
2021 — conf
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides.
Bildverarbeitung für die Medizin
Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager, Marco Fragoso, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas Maier
2021 — conf
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
Bildverarbeitung für die Medizin
Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2021 — conf
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee.
Bildverarbeitung für die Medizin
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
2021 — conf
Abstract: JBFnet - Low Dose CT-denoising by Trainable Joint Bilateral Filtering.
Bildverarbeitung für die Medizin
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
2021 — conf
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation.
Bildverarbeitung für die Medizin
Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2021 — conf
Abstract: Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair.
Bildverarbeitung für die Medizin
Katharina Breininger, Marcus Pfister, Markus Kowarschik, Andreas Maier
2021 — conf
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning.
Bildverarbeitung für die Medizin
Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier
2021 — conf
Abstract: VirtualDSA++ - Automated Segmentation, Vessel Labeling, Occlusion Detection, and Graph Search on CT Angiography Data.
Bildverarbeitung für die Medizin
Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier
2021 — conf
Acquisition Parameter-conditioned Magnetic Resonance Image-to-image Translation.
Bildverarbeitung für die Medizin
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang
2021 J jnl
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation.
CoRR
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar
2021 J jnl
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation.
IEEE Trans. Medical Imaging
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar
2021 — conf
Age Estimation on Panoramic Dental X-ray Images using Deep Learning.
Bildverarbeitung für die Medizin
Sarah Wallraff, Sulaiman Vesal, Christopher Syben, Rainer Lutz, Andreas Maier
2021 J jnl
An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT.
J. Digit. Imaging
David Dreizin, Florian Goldmann, Christina LeBedis, Alexis Boscak, Matthew Dattwyler, Uttam Bodanapally, Guang Li, Stephan Anderson, Andreas Maier, Mathias Unberath
2021 J jnl
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery.
CoRR
Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier
2021 — conf
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery.
MICCAI (4)
Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
2021 J jnl
Automatic and explainable grading of meningiomas from histopathology images.
CoRR
Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville
2021 J jnl
Bayesian U-Net for Segmenting Glaciers in SAR Imagery.
CoRR
Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
2021 — ed.
Bildverarbeitung für die Medizin 2021 - Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021
Bildverarbeitung für die Medizin
Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas Tolxdorff
2021 — conf
Cell Detection for Asthma on Partially Annotated Whole Slide Images - Learning to be EXACT.
Bildverarbeitung für die Medizin
Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville
2021 J jnl
Cephalogram synthesis and landmark detection in dental cone-beam CT systems.
Medical Image Anal.
Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier
2021 J jnl
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints.
J. Imaging
Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein
2021 J jnl
Comparison of methods for sensitivity correction in Talbot-Lau computed tomography.
Int. J. Comput. Assist. Radiol. Surg.
Lina Felsner, Philipp Roser, Andreas Maier, Christian Riess
2021 — conf
Coronary Plaque Analysis for CT Angiography Clinical Research.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
Coronary Plaque Analysis for CT Angiography Clinical Research.
CoRR
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography.
IEEE Trans. Medical Imaging
Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier
2021 — conf
Data-Driven Speed-of-Sound Reconstruction for Medical Ultrasound: Impacts of Training Data Format and Imperfections on Convergence.
MIUA
Farnaz Khun Jush, Peter Michael Dueppenbecker, Andreas Maier
2021 J jnl
Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors.
CoRR
Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville
2021 — conf
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors.
Bildverarbeitung für die Medizin
Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville
2021 — conf
Deep Iterative 2D/3D Registration.
MICCAI (4)
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier
2021 — conf
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering.
Bildverarbeitung für die Medizin
Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier
2021 J jnl
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering.
CoRR
Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier
2021 J jnl
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging
Elisabeth Hoppe, Jens Wetzl, Seung Su Yoon, Mario Bacher, Philipp Roser, Bernhard Stimpel, Alexander Preuhs, Andreas Maier
2021 J jnl
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks.
CoRR
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang
2021 J jnl
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks.
J. Imaging
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang
2021 J jnl
Enhancing collaborative road scene reconstruction with unsupervised domain alignment.
Mach. Vis. Appl.
Moritz Venator, Selcuk Aklanoglu, Erich Bruns, Andreas Maier
2021 J jnl
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery.
CoRR
Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas Maier, Yixing Huang
2021 J jnl
Glacier Calving Front Segmentation Using Attention U-Net.
CoRR
Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 J jnl
Hardware Failure Prediction on Imbalanced Times Series Data.
J. Digit. Imaging
Nadine Rücker, Lea Pflüger, Andreas Maier
2021 — conf
ICDAR 2021 Competition on Historical Document Classification.
ICDAR (4)
Mathias Seuret, Anguelos Nicolaou, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein
2021 — conf
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment.
Bildverarbeitung für die Medizin
Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annabelle Heier, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Franziska Sebastian, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville
2021 J jnl
Is Medical Chest X-ray Data Anonymous?
CoRR
Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier
2021 — conf
Iterative Cross-Scanner Registration for Whole Slide Images.
ICCVW
Luisa Theelke, Frauke Wilm, Christian Marzahl, Christof A. Bertram, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger
2021 J jnl
Known Operator Learning and Hybrid Machine Learning in Medical Imaging - A Review of the Past, the Present, and the Future.
CoRR
Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang
2021 — conf
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs.
Bildverarbeitung für die Medizin
Florian Kordon, Andreas Maier, Holger Kunze
2021 — conf
Learning the Inverse Weighted Radon Transform.
Bildverarbeitung für die Medizin
Philipp Roser, Lina Felsner, Andreas Maier, Christian Riess
2021 — conf
Learning the Update Operator for 2D/3D Image Registration.
Bildverarbeitung für die Medizin
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier
2021 J jnl
Learning the Update Operator for 2D/3D Image Registration.
CoRR
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier
2021 J jnl
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images.
CoRR
Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville
2021 J jnl
Learning-Based Patch-Wise Metal Segmentation with Consistency Check.
CoRR
Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher
2021 — conf
Learning-based Patch-wise Metal Segmentation with Consistency Check.
Bildverarbeitung für die Medizin
Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher
2021 J jnl
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks.
CoRR
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang
2021 J jnl
MR-contrast-aware image-to-image translations with generative adversarial networks.
Int. J. Comput. Assist. Radiol. Surg.
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang
2021 — ed.
Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings
MLMIR@MICCAI
Nandinee Fariah Haq, Patricia Johnson, Andreas Maier, Tobias Würfl, Jaejun Yoo
2021 — conf
Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing.
GCPR
Prashant Chaudhari, Franziska Schirrmacher, Andreas Maier, Christian Riess, Thomas Köhler
2021 J jnl
Module-Power Prediction from PL Measurements using Deep Learning.
CoRR
Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein
2021 J jnl
Monocular multi-person pose estimation: A survey.
Pattern Recognit.
Eduardo Souza dos Reis, Lucas Adams Seewald, Rodolfo Stoffel Antunes, Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Luiz Gonzaga da Silveira Jr., Bjoern M. Eskofier, Andreas Maier, Tim Horz, Rebecca Fahrig
2021 — conf
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data.
Bildverarbeitung für die Medizin
Zijin Yang, Achim Schilling, Andreas Maier, Patrick Krauss
2021 — conf
Novel Evaluation Metrics for Vascular Structure Segmentation.
Bildverarbeitung für die Medizin
Marcel Reimann, Weilin Fu, Andreas Maier
2021 J jnl
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.
CoRR
AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 J jnl
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography.
IEEE Trans. Medical Imaging
Mufeng Geng, Zifeng Tian, Zhe Jiang, Yunfei You, Ximeng Feng, Yan Xia, Kun Yang, Qiushi Ren, Xiangxi Meng, Andreas Maier, Yanye Lu
2021 J jnl
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation.
CoRR
AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 J jnl
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining.
Frontiers Digit. Health
Oliver Haas, Luis Ignacio Lopera Gonzalez, Sonja Hofmann, Christoph Ostgathe, Andreas Maier, Eva Rothgang, Oliver Amft, Tobias Steigleder
2021 J jnl
Quantifying the Scanner-Induced Domain Gap in Mitosis Detection.
CoRR
Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie D. ter Hoeve, Francesco Ciompi, Andreas Maier
2021 J jnl
Quantifying the separability of data classes in neural networks.
Neural Networks
Achim Schilling, Andreas Maier, Richard Gerum, Claus Metzner, Patrick Krauss
2021 — conf
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments.
VISIGRAPP (4: VISAPP)
Oguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier, Jörg Franke
2021 C conf
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring.
ICMLA
Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt
2021 J jnl
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements.
CoRR
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
2021 J jnl
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment.
CoRR
Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu
2021 J jnl
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network.
CoRR
Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier
2021 J jnl
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images.
Mach. Vis. Appl.
Sergiu Deitsch, Claudia Buerhop-Lutz, Evgenii Sovetkin, Ansgar Steland, Andreas Maier, Florian Gallwitz, Christian Riess
2021 — conf
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy.
Bildverarbeitung für die Medizin
Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier
2021 J jnl
SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation.
CoRR
Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt
2021 — conf
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators.
ICDAR (1)
Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein
2021 J jnl
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators.
CoRR
Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein
2021 J jnl
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification.
IEEE J. Biomed. Health Informatics
Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar
2021 — conf
SyNCCT: Synthetic Non-contrast Images of the Brain from Single-Energy Computed Tomography Angiography.
MICCAI (7)
Florian Thamm, Oliver Taubmann, Felix Denzinger, Markus Jürgens, Hendrik Ditt, Andreas Maier
2021 J jnl
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.
CoRR
Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess
2021 — conf
Table Motion Detection in Interventional Coronary Angiography.
Bildverarbeitung für die Medizin
Junaid R. Rajput, Karthik Shetty, Andreas Maier, Martin Berger
2021 — conf
Towards Mouse Bone X-ray Microscopy Scan Simulation.
Bildverarbeitung für die Medizin
Weilin Fu, Leonid Mill, Stephan Seitz, Tobias Geimer, Lasse Kling, Dennis Possart, Silke H. Christiansen, Andreas Maier
2021 — conf
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network.
Bildverarbeitung für die Medizin
Dalia Rodríguez-Salas, Mathias Seuret, Sulaiman Vesal, Andreas Maier
2021 J jnl
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography.
IEEE Trans. Medical Imaging
Zhe Jiang, Zhiyu Huang, Bin Qiu, Xiangxi Meng, Yunfei You, Xi Liu, Mufeng Geng, Gangjun Liu, Chuanqing Zhou, Kun Yang, Andreas Maier, Qiushi Ren, Yanye Lu
2021 J jnl
X-Ray Scatter Estimation Using Deep Splines.
IEEE Trans. Medical Imaging
Philipp Roser, Annette Birkhold, Alexander Preuhs, Christopher Syben, Lina Felsner, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier
2020 J jnl
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance.
Int. J. Comput. Assist. Radiol. Surg.
Mareike Thies, Jan-Nico Zäch, Cong Gao, Russell H. Taylor, Nassir Navab, Andreas Maier, Mathias Unberath
2020 — conf
Are Fast Labeling Methods Reliable? A Case Study of Computer-Aided Expert Annotations on Microscopy Slides.
MICCAI (1)
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
2020 B conf
Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks.
ICIP
Aline Sindel, Andreas Maier, Vincent Christlein
2020 — conf
Automatic Chain Line Segmentation in Historical Prints.
ICPR Workshops (3)
Meike Biendl, Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein
2020 — conf
Automatic Detection of Free Intra-abdominal Air in Computed Tomography.
MICCAI (2)
Oliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier
2020 — conf
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes.
MICCAI (2)
Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze
2020 J jnl
Baptizo: A sensor fusion based model for tracking the identity of human poses.
Inf. Fusion
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 M. Eskofier, Rebecca Fahrig, Tim Horz
2020 — ch.
Bildanalyse.
Handbuch der Künstlichen Intelligenz
Andreas Maier, Vincent Christlein, Katharina Breininger, Tobias Würfl, Mathias Unberath, Christian Riess
2020 J jnl
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems.
CoRR
Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier
2020 J jnl
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements.
CoRR
Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein
2020 — conf
Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI.
MLMIR@MICCAI
Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier
2020 J jnl
Dogs as Model for Human Breast Cancer: A Completely Annotated Whole Slide Image Dataset.
CoRR
Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch
2020 J jnl
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging
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
2020 J jnl
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
CoRR
Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2020 J jnl
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks.
J. Imaging
Sulaiman Vesal, Andreas Maier, Nishant Ravikumar
2020 — conf
Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps.
M&Ms and EMIDEC/STACOM@MICCAI
Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas Maier, Henry R. Halperin, Tommaso Mansi
2020 J jnl
How Many Annotators Do We Need? - A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment.
CoRR
Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville
2020 B conf
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments.
ICFHR
Mathias Seuret, Anguelos Nicolaou, Andreas Maier, Vincent Christlein, Dominique Stutzmann
2020 J jnl
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments.
CoRR
Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein
2020 — conf
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering.
MICCAI (2)
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
2020 J jnl
Joint Super-Resolution and Rectification for Solar Cell Inspection.
CoRR
Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein
2020 A conf
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks.
INTERSPEECH
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier
2020 J jnl
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks.
SN Comput. Sci.
Dalia Rodríguez-Salas, Nina Mürschberger, Nishant Ravikumar, Mathias Seuret, Andreas Maier
2020 J jnl
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising.
CoRR
Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2020 A conf
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication.
INTERSPEECH
Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth, Elmar Nöth
2020 J jnl
Reconstruction of Voxels with Position- and Angle-Dependent Weightings.
CoRR
Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess
2020 J jnl
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions.
IEEE Trans. Intell. Veh.
Moritz Venator, Erich Bruns, Andreas Maier
2020 J jnl
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model.
IEEE Trans. Medical Imaging
Roman Schaffert, Jian Wang, Peter Fischer, Andreas Maier, Anja Borsdorf
2020 J jnl
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization.
CoRR
Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier
2020 — conf
Spatio-Temporal Handwriting Imitation.
ECCV Workshops (5)
Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas Maier, Vincent Christlein
2020 J jnl
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification.
CoRR
Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar
2020 J jnl
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.
CoRR
Leonid Mill, David Wolff, Nele Gerrits, Patrick Philipp, Lasse Kling, Florian Vollnhals, Andrew Ignatenko, Christian Jaremenko, Yixing Huang, Olivier De Castro, Jean-Nicolas Audinot, Inge Nelissen, Tom Wirtz, Andreas Maier, Silke H. Christiansen
2020 J jnl
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks.
CoRR
Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier
2020 J jnl
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks.
CoRR
Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier
2020 J jnl
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas Maier, Christian Riess
2020 — conf
Towards End-to-End Deep Learning-based Writer Identification.
GI-Jahrestagung
Zhenghua Wang, Andreas Maier, Vincent Christlein
2020 — conf
VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data.
VCBM
Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier
2020 J jnl
Will We Ever Have Conscious Machines?
Frontiers Comput. Neurosci.
Patrick Krauss, Andreas Maier
2020 J jnl
Will we ever have Conscious Machines?
CoRR
Patrick Krauss, Andreas Maier
2019 J jnl
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach.
CoRR
Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas Maier
2019 J jnl
Automated Billing Code Retrieval from MRI Scanner Log Data.
J. Digit. Imaging
Jonas Denck, Wilfried Landschütz, Knud Nairz, Johannes T. Heverhagen, Andreas Maier, Eva Rothgang
2019 — conf
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation.
STACOM@MICCAI
Sulaiman Vesal, Nishant Ravikumar, Andreas Maier
2019 — conf
Automatic Font Group Recognition in Early Printed Books.
DHd
Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Vincent Christlein, Andreas Maier
2019 J jnl
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem.
Int. J. Comput. Assist. Radiol. Surg.
Javad Fotouhi, Mathias Unberath, Tianyu Song, Jonas Hajek, Sing Chun Lee, Bastian Bier, Andreas Maier, Greg Osgood, Mehran Armand, Nassir Navab
2019 — conf
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics.
MICCAI (4)
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 J jnl
Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics.
CoRR
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 — conf
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior.
MLMIR@MICCAI
Yixing Huang, Alexander Preuhs, Günter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier
2019 — conf
Dataset of Pages from Early Printed Books with Multiple Font Groups.
HIP@ICDAR
Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein
2019 A conf
Deep Generalized Max Pooling.
ICDAR
Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier
2019 J jnl
Deep Generalized Max Pooling.
CoRR
Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier
2019 — conf
Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results.
MLMIR@MICCAI
Tristan M. Gottschalk, Björn W. Kreher, Holger Kunze, Andreas Maier
2019 J jnl
Deep autofocus with cone-beam CT consistency constraint.
CoRR
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier
2019 J jnl
Field of Interest Prediction for Computer-Aided Mitotic Count.
CoRR
Marc Aubreville, Christof A. Bertram, Christian Marzahl, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier
2019 — conf
Field of Interest Proposal for Augmented Mitotic Cell Count: Comparison of Two Convolutional Networks.
BIOIMAGING
Marc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas Maier
2019 — conf
ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees.
ACPR (1)
Dalia Rodríguez-Salas, Nishant Ravikumar, Mathias Seuret, Andreas Maier
2019 A conf
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents.
ICDAR
Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier
2019 J jnl
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents.
CoRR
Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier
2019 J jnl
IJCARS: BVM 2019 special issue.
Int. J. Comput. Assist. Radiol. Surg.
Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
2019 J jnl
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views.
Int. J. Comput. Assist. Radiol. Surg.
Bastian Bier, Florian Goldmann, Jan-Nico Zaech, Javad Fotouhi, Rachel Hegeman, Robert B. Grupp, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier, Mathias Unberath
2019 — ed.
Machine Learning for Medical Image Reconstruction - Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
MLMIR@MICCAI
Florian Knoll, Andreas Maier, Daniel Rueckert, Jong Chul Ye
2019 J jnl
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks.
CoRR
Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier
2019 — conf
Measuring CT Reconstruction Quality with Deep Convolutional Neural Networks.
MLMIR@MICCAI
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
2019 J jnl
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.
Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier
2019 J jnl
Registration of vascular structures using a hybrid mixture model.
Int. J. Comput. Assist. Radiol. Surg.
Siming Bayer, Zhiwei Zhai, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Marius Staring, Berend C. Stoel, Rebecca Fahrig, Arya Nabavi, Andreas Maier, Nishant Ravikumar
2019 — conf
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting.
MICCAI (3)
Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier
2019 J jnl
RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting.
CoRR
Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier
2019 J jnl
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair.
Int. J. Comput. Assist. Radiol. Surg.
Katharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas Maier
2019 J jnl
Symmetry prior for epipolar consistency.
Int. J. Comput. Assist. Radiol. Surg.
Alexander Preuhs, Andreas Maier, Michael Manhart, Markus Kowarschik, Elisabeth Hoppe, Javad Fotouhi, Nassir Navab, Mathias Unberath
2019 J jnl
Toward analyzing mutual interference on infrared-enabled depth cameras.
Comput. Vis. Image Underst.
Lucas Adams Seewald, Vinicius Facco Rodrigues, Malte Ollenschläger, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Andreas Maier, Björn M. Eskofier, Rebecca Fahrig
2018 — conf
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model.
GCPR
Tobias Geimer, Paul J. Keall, Katharina Breininger, Vincent Caillet, Michelle Dunbar, Christoph Bert, Andreas Maier
2018 — conf
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion.
GCPR
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas Maier
2018 — conf
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI.
STACOM@MICCAI
Sulaiman Vesal, Nishant Ravikumar, Andreas Maier
2018 C conf
Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks.
CIARP
Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu
2018 — conf
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration.
GCPR
Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas Maier
2017 — conf
Medical Monkeys: A Crowdsourcing Approach to Medical Big Data.
OTM Workshops
Lorenzo Servadei, Rainer Schmidt, Christina Eidelloth, Andreas Maier