2021
Dissertations
Monographs
No publications found.
Journal articles
- Bergler C., Gebhard A., Towers JR., Butyrev L., Sutton GJ., Shaw TJH., Maier A., Nöth E.:
FIN-PRINT a fully-automated multi-stage deep-learning-based framework for the individual recognition of killer whales
In: Scientific Reports 11 (2021), Article No.: 23480
ISSN: 2045-2322
DOI: 10.1038/s41598-021-02506-6
BibTeX: Download - Deitsch S., Buerhop-Lutz C., Sovetkin E., Steland A., Gallwitz F., Maier A., Rieß C.:
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images
In: Machine Vision and Applications 32 (2021), Article No.: 84
ISSN: 1432-1769
DOI: 10.1007/s00138-021-01191-9
URL: https://arxiv.org/pdf/1806.06530.pdf
BibTeX: Download
(Techreport) - Denck J., Guehring J., Maier A., Rothgang E.:
MR-contrast-aware image-to-image translations with generative adversarial networks
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02433-x
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
In: Journal of Imaging (2021)
ISSN: 2313-433X
DOI: 10.3390/jimaging7080133
BibTeX: Download - Felsner L., Roser P., Maier A., Riess C.:
Comparison of methods for sensitivity correction in Talbot–Lau computed tomography
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02487-x
BibTeX: Download - Fu W., Breininger K., Schaffert R., Pan Z., Maier A.:
“Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02340-1
BibTeX: Download - Garcia AM., Arias-Vergara T., C. Vasquez-Correa J., Nöth E., Schuster M., Welch AE., Bocanegra Y., Baena A., Orozco-Arroyave JR.:
Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach
In: Movement Disorders (2021)
ISSN: 0885-3185
DOI: 10.1002/mds.28751
BibTeX: Download - Geng M., Tian Z., Jiang Z., You Y., Feng X., Xia Y., Yang K., Ren Q., Meng X., Maier A., Lu Y.:
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography
In: IEEE Transactions on Medical Imaging 40 (2021), p. 571-584
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.3031617
BibTeX: Download - Gottschalk T., Maier A., Kordon FJ., Kreher BW.:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
ISSN: 2766-905X
Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
BibTeX: Download - Gündel S., Setio AA., Ghesu FC., Grbic S., Georgescu B., Maier A., Comaniciu D.:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
In: Medical Image Analysis (2021)
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102087
BibTeX: Download - Hoffmann M., Buerhop-Lutz C., Reeb L., Pickel T., Winkler T., Doll B., Würfl T., Peters IM., Brabec C., Maier A., Christlein V.:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements
In: Progress in Photovoltaics: Research and Applications (2021)
ISSN: 1099-159X
DOI: 10.1002/pip.3416
BibTeX: Download - Hoffmann M., Köhler T., Doll B., Schebesch F., Talkenberg F., Peters IM., Brabec C., Maier A., Christlein V.:
Joint Super-Resolution and Rectification for Solar Cell Inspection
In: IEEE Journal of Photovoltaics 11 (2021), p. 1051-1058
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2021.3072229
URL: https://arxiv.org/pdf/2011.05003.pdf
BibTeX: Download - Hoppe E., Wetzl J., Yoon SS., Bacher M., Roser P., Stimpel B., Preuhs A., Maier A.:
Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
BibTeX: Download - Huang Y., Fan F., Syben C., Roser P., Mill L., Maier A.:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
BibTeX: Download - Huang Y., Preuhs A., Manhart M., Lauritsch G., Maier A.:
Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography
In: IEEE Transactions on Medical Imaging (2021), Article No.: 9400411
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3072568
URL: https://ieeexplore.ieee.org/document/9400411
BibTeX: Download - Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai AY., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
In: Biomedical Optics Express 12 (2021), p. 55-68
ISSN: 2156-7085
DOI: 10.1364/BOE.408903
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-55&id=444277
BibTeX: Download - Jiang Z., Huang Z., Qiu B., Meng X., You Y., Liu X., Geng M., Liu G., Zhou C., Yang K., Maier A., Ren Q., Lu Y.:
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
In: IEEE transactions on medical imaging 40 (2021), p. 688-698
ISSN: 1558-254X
DOI: 10.1109/TMI.2020.3035154
BibTeX: Download - Klumpp P., Arias-Vergara T., Vásquez-Correa JC., Pérez Toro PA., Orozco-Arroyave JR., Batliner A., Nöth E.:
The Phonetic Footprint of Parkinson's Disease
In: Computer Speech and Language 72 (2021)
ISSN: 0885-2308
DOI: 10.1016/j.csl.2021.101321
URL: https://www.sciencedirect.com/science/article/abs/pii/S0885230821001169
BibTeX: Download - Krauß P., Metzner C., Joshi N., Schulze H., Traxdorf M., Maier A., Schilling A.:
Analysis and visualization of sleep stages based on deep neural networks
In: Neurobiology of Sleep and Circadian Rhythms 10 (2021), Article No.: 100064
ISSN: 2451-9944
DOI: 10.1016/j.nbscr.2021.100064
BibTeX: Download - Lenc L., Martínek J., Král P., Nicolao A., Christlein V.:
HDPA: historical document processing and analysis framework
In: Evolving Systems 12 (2021), p. 177–190
ISSN: 1868-6478
DOI: 10.1007/s12530-020-09343-4
BibTeX: Download - Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
In: IEEE Access 9 (2021), p. 71821-71831
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3079368
BibTeX: Download - Martindale C., Christlein V., Klumpp P., Eskofier B.:
Wearables-based multi-task gait and activity segmentation using recurrent neural networks
In: Neurocomputing 432 (2021), p. 250-261
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2020.08.079
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Maier J., Bergler C., Kröger C., Voigt J., Breininger K., Klopfleisch R., Maier A.:
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
In: Scientific Reports 11 (2021), Article No.: 4343
ISSN: 2045-2322
DOI: 10.1038/s41598-021-83827-4
BibTeX: Download - Mill L., Wolff D., Gerrits N., Philipp P., Kling L., Vollnhals F., Ignatenko A., Jaremenko C., Huang Y., De Castro O., Audinot JN., Nelissen I., Wirtz T., Maier A., Christiansen S.:
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation
In: Small Methods (2021)
ISSN: 2366-9608
DOI: 10.1002/smtd.202100223
URL: https://onlinelibrary.wiley.com/doi/full/10.1002/smtd.202100223
BibTeX: Download - Mohamed MM., Nessiem MA., Batliner A., Bergler C., Hantke S., Schmitt M., Baird A., Mallol-Ragolta A., Karas V., Amiriparian S., Schuller BW.:
Face mask recognition from audio: The MASC database and an overview on the mask challenge
In: Pattern Recognition 122 (2021), p. 108361
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108361
BibTeX: Download - Orozco Arroyave JR., Amato F., Borzi L., Olmo G.:
An algorithm for Parkinson's disease speech classification based on isolated words analysis
In: Health Information Science and Systems 9 (2021)
ISSN: 2047-2501
DOI: 10.1007/s13755-021-00162-8
BibTeX: Download - Ploner S., Kraus M., Moult EM., Husvogt L., Schottenhamml J., Yasin Alibhai A., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Efficient and high accuracy 3-D OCT angiography motion correction in pathology
In: Biomedical Optics Express 12 (2021), p. 125-146
ISSN: 2156-7085
DOI: 10.1364/BOE.411117
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-125
BibTeX: Download - Pérez Toro PA., Vasquez Correa J., Bocklet T., Nöth E., Orozco-Arroyave JR.:
User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care
In: IEEE Transactions on Affective Computing (2021)
ISSN: 1949-3045
DOI: 10.1109/TAFFC.2021.3112543
BibTeX: Download - Ramos VM., Vasquez Correa J., Cremers R., Van Den Steen L., Nöth E., De Bodt M., Van Nuffelen G.:
Automatic boost articulation therapy in adults with dysarthria: Acceptability, usability and user interaction
In: International Journal of Language & Communication Disorders (2021)
ISSN: 1368-2822
DOI: 10.1111/1460-6984.12647
BibTeX: Download - Rao Q., Lu Y., Song L., Hou Y., Zhan X., Zhang Q.:
Highly Efficient Self-Repairing Slippery Liquid-Infused Surface with Promising Anti-Icing and Anti-Fouling Performance
In: ACS Applied Materials and Interfaces (2021)
ISSN: 1944-8244
DOI: 10.1021/acsami.1c09491
BibTeX: Download - Reich M., Dreesbach M., Boehringer D., Schottenhamml J., Gehring E., Scholl HP., Inglin N., Agostini H., Reinhard T., Lagrèze WA., Spaide RF., Lange C., Maloca PM.:
NEGATIVE VESSEL REMODELING IN STARGARDT DISEASE QUANTIFIED WITH VOLUME-RENDERED OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY
In: Retina (Philadelphia, Pa.) 41 (2021), p. 1948-1957
ISSN: 1539-2864
DOI: 10.1097/IAE.0000000000003110
BibTeX: Download - Roldan-Vasco S., Orozco-Duque A., Suarez-Escudero JC., Orozco Arroyave JR.:
Machine learning based analysis of speech dimensions in functional oropharyngeal dysphagia
In: Computer Methods and Programs in Biomedicine 208 (2021), Article No.: 106248
ISSN: 0169-2607
DOI: 10.1016/j.cmpb.2021.106248
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Syben C., Felsner L., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
X-ray Scatter Estimation Using Deep Splines
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3074712
BibTeX: Download - Rücker N., Pflueger L., Maier A.:
Hardware Failure Prediction on Imbalanced Times Series Data: Generation of Artificial Data Using Gaussian Process and Applying LSTMFCN to Predict Broken Hardware
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00411-4
BibTeX: Download - Schottenhamml J., Moult EM., Ploner S., Chen S., Novais E., Husvogt L., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
OCT-OCTA segmentation: Combining structural and blood flow information to segment bruch's membrane
In: Biomedical Optics Express 12 (2021), p. 84-99
ISSN: 2156-7085
DOI: 10.1364/BOE.398222
BibTeX: Download - Schottenhamml J., Wuerfl T., Mardin S., Ploner S., Husvogt L., Hohberger B., Lämmer R., Mardin C., Maier A.:
Glaucoma classification in 3 x 3 mm en face macular scans using deep learning in a different plexus
In: Biomedical Optics Express 12 (2021), p. 7434-7444
ISSN: 2156-7085
DOI: 10.1364/BOE.439991
URL: https://opg.optica.org/boe/fulltext.cfm?uri=boe-12-12-7434&id=464725
BibTeX: Download - Sechidis K., Fusaroli R., Orozco Arroyave JR., Wolf D., Zhang YP.:
A machine learning perspective on the emotional content of Parkinsonian speech
In: Artificial Intelligence in Medicine 115 (2021), Article No.: 102061
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2021.102061
BibTeX: Download - Sievert M., Oetter N., Aubreville M., Stelzle F., Maier A., Eckstein M., Mantsopoulos K., Gostian AO., Mueller SK., Koch M., Agaimy A., Iro H., Goncalves M.:
Feasibility of intraoperative assessment of safe surgical margins during laryngectomy with confocal laser endomicroscopy: A pilot study
In: Auris Nasus Larynx (2021)
ISSN: 0385-8146
DOI: 10.1016/j.anl.2021.01.005
BibTeX: Download - Sievert M., Stelzle F., Aubreville M., Mueller SK., Eckstein M., Oetter N., Maier A., Mantsopoulos K., Iro H., Goncalves M.:
Intraoperative free margins assessment of oropharyngeal squamous cell carcinoma with confocal laser endomicroscopy: a pilot study
In: European Archives of Oto-Rhino-Laryngology (2021)
ISSN: 0937-4477
DOI: 10.1007/s00405-021-06659-y
BibTeX: Download - Steger J., Zimmermann A., Wittenberg T., Wilhelm D.:
Electromagnets for an endoscopic anastomosis tool in the colon
In: Current Directions in Biomedical Engineering 7 (2021), Article No.: 20211110
ISSN: 2364-5504
DOI: 10.1515/cdbme-2021-1009
BibTeX: Download - Utzschneider M., Müller M., Gast L., Lachner S., Behl NG., Maier A., Uder M., Nagel AM.:
Towards accelerated quantitative sodium MRI at 7 T in the skeletal muscle: Comparison of anisotropic acquisition- and compressed sensing techniques
In: Magnetic Resonance Imaging 75 (2021), p. 72-88
ISSN: 0730-725X
DOI: 10.1016/j.mri.2020.09.019
BibTeX: Download - Venator M., Aklanoglu S., Bruns E., Maier A.:
Enhancing Collaborative Road Scene Reconstruction with Unsupervised Domain Alignment
In: Machine Vision and Applications (2021)
ISSN: 1432-1769
BibTeX: Download - Vesal S., Gu M., Kosti RV., Maier A., Ravikumar N.:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
In: IEEE transactions on medical imaging (2021)
ISSN: 1558-254X
DOI: 10.1109/TMI.2021.3066683
BibTeX: Download - Vásquez-Correa JC., Rios-Urrego CD., Arias-Vergara T., Schuster M., Rusz J., Nöth E., Orozco-Arroyave JR.:
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages
In: Pattern Recognition Letters (2021)
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2021.04.011
BibTeX: Download - Xiong Z., Xia Q., Hu Z., Huang N., Bian C., Zheng Y., Vesal S., Ravikumar N., Maier A., Yang X., Heng PA., Ni D., Li C., Tong Q., Si W., Puybareau E., Khoudli Y., Géraud T., Chen C., Bai W., Rueckert D., Xu L., Zhuang X., Luo X., Jia S., Sermesant M., Liu Y., Wang K., Borra D., Masci A., Corsi C., de Vente C., Veta M., Karim R., Preetha CJ., Engelhardt S., Qiao M., Wang Y., Tao Q., Nuñez-Garcia M., Camara O., Savioli N., Lamata P., Zhao J.:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
In: Medical Image Analysis 67 (2021), Article No.: 101832
ISSN: 1361-8415
DOI: 10.1016/j.media.2020.101832
BibTeX: Download - Zhong X., Amrehn M., Ravikumar N., Chen S., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
In: Scientific Reports 11 (2021), Article No.: 3311
ISSN: 2045-2322
DOI: 10.1038/s41598-021-82370-6
BibTeX: Download
Articles in Conference Proceedings
- Alberti M., Botros A., Schuetz N., Ingold R., Liwicki M., Seuret M.:
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks
25th International Conference on Pattern Recognition (ICPR) (, ELECTR NETWORK)
In: 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), LOS ALAMITOS: 2021
DOI: 10.1109/ICPR48806.2021.9412204
BibTeX: Download - Aubreville M., Bertram CA., Donovan TA., Marzahl C., Maier A., Klopfleisch R.:
A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_48
BibTeX: Download - Aubreville M., Bertram CA., Marzahl C., Gurtner C., Dettwiler M., Schmidt A., Bartenschlager F., Merz S., Fragoso M., Kershaw O., Klopeisch R., Maier A.:
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_60
BibTeX: Download - Bergler C., Schmitt M., Maier A., Symonds H., Spong P., Ness S., Tzanetakis G., Nöth E.:
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, Czechia, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 2021
DOI: 10.21437/Interspeech.2021-616
BibTeX: Download - Bertram CA., Donovan TA., Tecilla M., Bartenschlager F., Fragoso M., Wilm F., Marzahl C., Breininger K., Maier A., Klopfleisch R., Aubreville M.:
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_33
BibTeX: Download - Breininger K., Pfister M., Kowarschik M., Maier A.:
Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_10
BibTeX: Download - Chatterjee S., Bayer S., Maier A.:
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model
Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021 (Online, December 14, 2021 - December 14, 2021)
In: Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021, https://www.climatechange.ai/events/neurips2021.html#accepted-works: 2021
Open Access: https://www.climatechange.ai/papers/neurips2021/42/paper.pdf
URL: https://www.climatechange.ai/events/neurips2021.html#accepted-works
BibTeX: Download - Chen S., Stromer D., Alnasser Alabdalrahim H., Schwab S., Weih M., Maier A.:
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_69
BibTeX: Download - Christlein V., Weichselbaumer N., Limbach S., Seuret M.:
Proof of Concept: Automatic Type Recognition
In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
DOI: 10.18420/inf2020_122
URL: https://dl.gi.de/handle/20.500.12116/34712
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Acquisition Parameter Conditioned Magnetic Resonance Image-to-Image Translation
BVM Workshop 2021 (Virtual, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021 2021
BibTeX: Download - Denck J., Guehring J., Maier A., Rothgang E.:
Fat-Saturated MR Image Synthesis with Acquisition Parameter-Conditioned Image-to-Image Generative Adversarial Network
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., André F., Buß S., Görich J., Sühling M., Maier A.:
Abstract: Automatic CAD-RADS Scoring using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_24
BibTeX: Download - Denzinger F., Wels M., Hopfgartner C., Lu J., Schöbinger M., Maier A., Sühling M.:
Coronary Plaque Analysis for CT Angiography Clinical Research
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_53
BibTeX: Download - Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon FJ., Maier A.:
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download - Dürrbeck C., Pflaum L., Schulz M., Kallis K., Geimer T., Abu-Hossin N., Strnad V., Maier A., Fietkau R., Bert C.:
Implant-based CT estimation towards adaptive breast brachytherapy
In: RADIOTHERAPY AND ONCOLOGY, CLARE: 2021
BibTeX: Download - Escobar-Grisales D., Rios-Urrego CD., Lopez-Santander DA., Gallo-Aristizabal JD., Vasquez-Correa JC., Nöth E., Orozco-Arroyave JR.:
COLOMBIAN DIALECT RECOGNITION BASED ON INFORMATION EXTRACTED FROM SPEECH AND TEXT SIGNALS
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
In: 2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), NEW YORK: 2021
DOI: 10.1109/ASRU51503.2021.9687890
BibTeX: Download - Escobar-Grisales D., Vasquez Correa J., Orozco Arroyave JR.:
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning
8th Workshop on Engineering Applications, WEA 2021 (Virtual, Online, October 6, 2021 - October 8, 2021)
In: Juan Carlos Figueroa-García, Yesid Díaz-Gutierrez, Elvis Eduardo Gaona-García, Alvaro David Orjuela-Cañón (ed.): Communications in Computer and Information Science 2021
DOI: 10.1007/978-3-030-86702-7_15
BibTeX: Download - Felsner L., Syben C., Maier A., Riess C.:
Helical Dark-field Fiber Reconstruction
International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D)
BibTeX: Download - Ferrer CA., Aragón E., Hdez-Díaz ME., De Bodt MS., Cmejla R., Englert M., Behlau M., Nöth E.:
Modeling dysphonia severity as a function of roughness and breathiness ratings in the GRBAS scale
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, CZE, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
DOI: 10.21437/Interspeech.2021-1540
BibTeX: Download - Ferrer Riesgo CA., Rodriguez-Guillen R., Nöth E.:
Evaluation of GOI Detectors in EGG Signals Assuming Different Models for the Pulse Length Variability
7th International Workshop on Artificial Intelligence and Pattern Recognition (IWAIPR) (, ELECTR NETWORK)
In: PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, CHAM: 2021
DOI: 10.1007/978-3-030-89691-1_42
BibTeX: Download - Fu W., Mill L., Seitz S., Geimer T., Kling L., Possart D., Christiansen S., Maier A.:
Towards Mouse Bone X-ray Microscopy Scan Simulation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_32
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Partial Fourier Reconstruction in Liver DWI using a Recurrent Convolutional Network
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download - Gottschalk T., Maier A., Kordon FJ., Kreher BW.:
Learning-based Patch-wise Metal Segmentation with Consistency Check
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_4
BibTeX: Download - Haase V., Stierstorfer K., Hahn K., Schoendube H., Maier A., Noo F.:
Non-Contrast Head CT Imaging Using Dual Energy: A Study on Bias Induced by Imperfections in Energy Response and Material Knowledge
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
In: Proceedings of the 16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) 2021
BibTeX: Download - Hoffmann M., Hepp J., Doll B., Buerhop-Lutz C., Peters IM., Brabec C., Maier A., Christlein V.:
Module-Power Prediction from PL Measurements using Deep Learning
(2021)
ISSN: 0160-837
DOI: 10.1109/PVSC43889.2021.9519005
URL: https://arxiv.org/pdf/2108.13640.pdf
BibTeX: Download - Hoppe E., Wetzl J., Roser P., Felsner L., Preuhs A., Maier A.:
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_38
BibTeX: Download - Hoßbach J., Splitthoff D., Clifford B., Polak D., Cauley S., Maier A.:
Prospective motion assessment within multi-shot imaging using coil mixing of the data consistency error and deep learning
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - September 21, 2022)
BibTeX: Download - Huang Y., Mill L., Stoll R., Kling L., Aust O., Wagner F., Grüneboom A., Schett G., Christiansen SH., Maier A.:
Semi-Permeable Filters for Interior Region of Interest Dose Reduction in X-Ray Microscopy
BVM 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021
DOI: 10.1007/978-3-658-33198-6_16
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_16
BibTeX: Download - Husvogt L., Abu-Qamar O., Levine E., Schottenhamml J., Ploner S., Breininger K., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Applying nnU-Net to the segmentation of microaneurysms in OCTA data in patients with non-proliferative diabetic retinopathy
ARVO Annual Meeting 2021
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773716
BibTeX: Download - Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai Y., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_61
BibTeX: Download - Jaganathan S., Wang J., Borsdorf A., Maier A.:
Learning the Update Operator for 2D/3D Image Registration
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_27
BibTeX: Download - Jiang G., Biswas A., Bergler C., Maier A.:
InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
151st Audio Engineering Society (AES) Convention (Las Vegas, Nevada, USA, October 11, 2021 - October 13, 2021)
In: Audio Engineering Society Convention 151 2021
BibTeX: Download - Kedilioglu O., Lieret M., Schottenhamml J., Würfl T., Blank A., Maier A., Franke J.:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) (, February 8, 2021 - February 10, 2021)
DOI: 10.5220/0010187702190226
BibTeX: Download - Klumpp P., Bocklet T., Arias-Vergara T., Vasquez Correa J., Pérez Toro PA., Bayerl S., Orozco-Arroyave JR., Nöth E.:
The Phonetic Footprint of Covid-19
Interspeech 2021 (, August 30, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/Interspeech.2021-1488
BibTeX: Download - Kordon FJ., Maier A., Kunze H.:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_85
BibTeX: Download - Kordon FJ., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Straßburg, September 27, 2021 - October 1, 2021)
In: de Bruijne M, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87202-1_54
URL: https://link.springer.com/chapter/10.1007/978-3-030-87202-1_54
BibTeX: Download - Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
BibTeX: Download - Maier J., Schottenhamml J., Madhu P., da Costa CA., Maier A.:
Analysis of Interventional Workflow Phases based on Image Classification
65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) (Berlin (online conference), September 6, 2020 - September 9, 2020)
In: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) 2021
DOI: 10.3205/20gmds187
URL: https://www.egms.de/static/en/meetings/gmds2020/20gmds187.shtml
BibTeX: Download - Martín Vicario C., Kordon FJ., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_40
BibTeX: Download - Marzahl C., Aubreville M., Bertram CA., Stayt J., Jasensky AK., Bartenschlager F., Fragoso M., Barton AK., Elsemann S., Jabari S., Krauth J., Madhu P., Voigt J., Hill J., Klopfleisch R., Maier A.:
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_13
BibTeX: Download - Marzahl C., Bertram CA., Aubreville M., Petrick A., Weiler K., Gläsel AC., Fragoso M., Merz S., Bartenschlager F., Hoppe J., Langenhagen A., Jasensky AK., Voigt J., Klopfleisch R., Maier A.:
Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_71
BibTeX: Download - Marzahl C., Bertram CA., Wilm F., Voigt J., Barton AK., Klopfleisch R., Breininger K., Maier A., Aubreville M.:
Cell Detection for Asthma on Partially Annotated Whole Slide Images: Learning to be EXACT
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_36
BibTeX: Download - Mattick A., Mayr M., Seuret M., Maier A., Christlein V.:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-86549-8_18
URL: https://arxiv.org/abs/2105.10528
BibTeX: Download - Monzon M., Yoon SS., Fischer C., Maier A., Wetzl J., Giese D.:
Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/2664.html
BibTeX: Download - Naderi Boldaji H., Patwari M., Reymann M., Gutjahr R., Raupach R., Maier A.:
Deep Learning based Model Observers for Multi - Modal Imaging
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
JBFnet: Low Dose CT-denoising by Trainable Joint Bilateral Filtering
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_76
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_76
BibTeX: Download - Ploner S., Schottenhamml J., Moult E., Husvogt L., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Improved OCT motion correction in pathology using advanced eye motion modeling
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2021
BibTeX: Download - Pérez Toro PA., Bayerl S., Arias-Vergara T., Vasquez Correa J., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Riedhammer K.:
Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge
Interspeech 2021 (, August 30, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/Interspeech.2021-1589
BibTeX: Download - Pérez Toro PA., Vasquez Correa J., Arias-Vergara T., Klumpp P., Sierra-Castrillón M., Roldán-López ME., Aguillón D., Hincapié-Henao L., Tóbon-Quintero CA., Bocklet T., Schuster M., Orozco-Arroyave JR., Nöth E.:
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP39728.2021.9414009
URL: https://ieeexplore.ieee.org/abstract/document/9414009
BibTeX: Download - Pérez Toro PA., Vásquez-Correa JC., Arias-Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR.:
Emotional State Modeling for the Assessment of Depression in Parkinson’s Disease
24th International Conference on Text, Speech, and Dialogue, TSD 2021 (Olomouc, CZE, September 6, 2021 - September 9, 2021)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-83527-9_39
BibTeX: Download - Rajput JR., Shetty K., Maier A., Berger M.:
Table Motion Detection in Interventional Coronary Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_15
BibTeX: Download - Reimann M., Fu W., Maier A.:
Novel Evaluation Metrics for Vascular Structure Segmentation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_20
BibTeX: Download - Rios-Urrego CD., Vásquez-Correa JC., Orozco-Arroyave JR., Nöth E.:
Is There Any Additional Information in a Neural Network Trained for Pathological Speech Classification?
24th International Conference on Text, Speech, and Dialogue, TSD 2021 (Olomouc, September 6, 2021 - September 9, 2021)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-83527-9_37
BibTeX: Download - Rodríguez Salas D., Seuret M., Vesal S., Maier A.:
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network
Bildverarbeitung für die Medizin 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Palm, Christoph; Deserno, Thomas M.; Handels, Heinz;Maier, Andreas; Maier-Hein, Klaus;Tolxdorff, Thomas. (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6
BibTeX: Download - Roser P., Felsner L., Maier A., Riess C.:
Learning the Inverse Weighted Radon Transform
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_14
BibTeX: Download - Roser P., Zhong X., Birkhold A., Preuhs A., Syben C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_62
BibTeX: Download - Scheuerer R., Haderlein T., Nöth E., Bocklet T.:
APPLYING X-VECTORS ON PATHOLOGICAL SPEECH AFTER LARYNX REMOVAL
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (Online)
In: 2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), NEW YORK: 2021
DOI: 10.1109/ASRU51503.2021.9688278
BibTeX: Download - Schottenhamml J., Ploner S., Husvogt L., Mardin S., Hohberger B., Mardin CY., Maier A.:
Deep Learning Glaucoma Classification in enface OCTA scans of the human macular region
ARVO Annual Meeting 2021
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2773575
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773575
BibTeX: Download - Schröter H., Rosenkranz T., Escalante Banuelos A., Maier A.:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement
Interspeech 2021 (Brno, August 31, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
BibTeX: Download - Schuller B., Batliner A., Bergler C., Mascolo C., Han J., Lefter I., Kaya H., Amiriparian S., Baird A., Stappen L., Ottl S., Gerczuk M., Tzirakis P., Brown C., Chauhan J., Grammenos A., Hasthanasombat A., Spathis D., Xia T., Cicuta P., Rothkrantz LJM., Zwerts JA., Treep J., Kaandorp C.:
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, Czechia, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 2021
DOI: 10.21437/Interspeech.2021-19
BibTeX: Download - Seuret M., Nicolaou A., Rodríguez Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
ICDAR 2021 Competition on Historical Document Classification
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Document Analysis and Recognition – ICDAR 2021 2021
DOI: 10.1007/978-3-030-86337-1_41
URL: https://doi.org/10.1007/978-3-030-86337-1
BibTeX: Download - Seuret M., Nicolaou A., Rodríguez-Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
ICDAR 2021 Competition on Historical Document Classification
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-86337-1_41
BibTeX: Download - Shetty K., Birkhold A., Strobel N., Jaganathan S., Kowarschik M., Maier A., Egger B.:
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_70
BibTeX: Download - Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon FJ., Maier A.:
Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download - Symeonidi A., Nicolaou A., Johannes F., Christlein V.:
Recursive Convolutional Neural Networks for Epigenomics
25th International Conference on Pattern Recognition (ICPR) (Milan, January 10, 2021 - January 15, 2021)
DOI: 10.1109/ICPR48806.2021.9412272
BibTeX: Download - Tayebi Arasteh S., Monajem M., Christlein V., Heinrich P., Nicolao A., Boldaji HN., Lotfinia M., Evert S.:
How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies
IEEE 15th International Conference on Semantic Computing (ICSC) (Laguna Hills, CA, USA, January 27, 2021 - January 29, 2021)
In: IEEE (ed.): 2021 IEEE 15th International Conference on Semantic Computing (ICSC) 2021
DOI: 10.1109/ICSC50631.2021.00068
URL: https://ieeexplore.ieee.org/document/9364527
BibTeX: Download - Thamm A., Herz M., Wiedemann M., Thamm F., Maier A.:
Failure and Risk Analysis based on Maintenance Reports of Machines Components in Manufacturing Industry
XIII. International Conference on the Theory of Machines and Mechanisms - TMM2020 (Liberec, September 7, 2021 - September 9, 2021)
BibTeX: Download - Thamm F., Jürgens M., Ditt H., Maier A.:
Abstract: VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data
BVM Workshop 2021 (OTH Regensburg, March 8, 2021 - March 9, 2021)
In: BVM Workshop 2021
BibTeX: Download - Theelke L., Wilm F., Marzahl C., Bertram CA., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Iterative Cross-Scanner Registration for Whole Slide Images
IEEE/CVF International Conference on Computer Vision (ICCVW)
In: 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), LOS ALAMITOS: 2021
DOI: 10.1109/ICCVW54120.2021.00071
BibTeX: Download - Tripathi P., Obler R., Maier A., Janssen H.:
A Novel Trilateral Filter for Digital Subtraction Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_75
BibTeX: Download - Vasquez Correa J., Arias-Vergara T., Klumpp P., Pérez Toro PA., Orozco-Arroyave JR., Nöth E.:
End-2-End Modeling of Speech and Gait from Patients with Parkinson’s Disease: Comparison Between High Quality Vs. Smartphone Data
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP39728.2021.9414729
URL: https://ieeexplore.ieee.org/abstract/document/9414729
BibTeX: Download - Wallraff S., Vesal S., Syben C., Lutz R., Maier A.:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_46
BibTeX: Download - Wang Z., Maier A., Christlein V.:
Towards End-to-End Deep Learning-based Writer Identification
In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
DOI: 10.18420/inf2020_126
URL: https://dl.gi.de/handle/20.500.12116/34716
BibTeX: Download - Wilm F., Bertram CA., Marzahl C., Bartel A., Donovan TA., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Heier A., Lehmbecker A., Merz S., Plog S., Schmidt A., Sebastian F., Smedley RC., Tecilla M., Thaiwong T., Breininger K., Kiupel M., Maier A., Klopfleisch R., Aubreville M.:
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_56
BibTeX: Download - Xu J., Sun C., Huang Y., Huang X.:
Residual Neural Network for Filter Kernel Design in Filtered Back-projection for CT Image Reconstruction
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_39
BibTeX: Download - Yang Z., Schilling A., Maier A., Krauß P.:
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_51
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Waßmuth R., Wetzl J., Maier A.:
Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/0452.html
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Wetzl J., Maier A.:
A Deep-Learning-based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging
Society for Cardiovascular Magnetic Resonance (Virtual, February 17, 2021 - February 20, 2021)
BibTeX: Download
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