2020 - Pattern Recognition Lab

Dissertations

Aubreville M.:
Computer-Aided Tumor Diagnosis of Microscopy Images (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13755
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Huang Y.:
Consistency Conditions, Compressed Sensing and Machine Learning for Limited Angle Tomography (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13203
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Koch M.:
Artificial Intelligence based Methods for Atrial Fibrillation Ablation Procedures (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/16020
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Preuhs A.:
Model-Based and Data-Driven Geometry Alignment for Angiography Systems (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15429
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Würfl T.:
Applications of Data Consistency Conditions in Cone-Beam Computed Tomography (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15426
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Monographs

No publications found.

Journal articles

Arias Vergara T., Arguello-Velez P., Vasquez Correa J., Nöth E., Schuster M., González-Rátiva MC., Orozco Arroyave JR.:
Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units
In: Digital Signal Processing 104 (2020), Article No.: 102779
ISSN: 1051-2004
DOI: 10.1016/j.dsp.2020.102779
BibTeX: Download
Arias-Vergara T., Klumpp P., Vasquez-Correa JC., Nöth E., Orozco-Arroyave JR., Schuster M.:
Multi-channel spectrograms for speech processing applications using deep learning methods
In: Pattern Analysis and Applications (2020)
ISSN: 1433-7541
DOI: 10.1007/s10044-020-00921-5
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
In: Scientific Data 7 (2020), Article No.: 417
ISSN: 2052-4463
DOI: 10.1038/s41597-020-00756-z
BibTeX: Download
Aubreville M., Bertram CA., Marzahl C., Gurtner C., Dettwiler M., Schmidt A., Bartenschlager F., Merz S., Fragoso M., Kershaw O., Klopfleisch R., Maier A.:
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region
In: Scientific Reports 10 (2020), Article No.: 16447
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73246-2
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Baierer K., Boenig M., Engl E., Hartmann V., Neudecker C., Altenhoener R., Geyken A., Mangei J., Stotzka R., Dengel A., Jenckel M., Gehrke A., Puppe F., Weil S., Sachunsky R., Heyer G., Fink F., Schulz KU., Weichselbaumer N., Limbach S., Seuret M., Dong R., Burghardt M., Christlein V., Triet Ho Anh Doan ., Dogan ZM., Panzer JH., Schima-Voigt K., Wieder P.:
OCR-D Compact: Results and State of Research in the Funding Initiative
In: Bibliothek Forschung und Praxis 44 (2020), p. 218-230
ISSN: 1865-7648
DOI: 10.1515/bfp-2020-0024
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Bazo R., Reis E., Adams Seewald L., Facco Rodrigues V., Andre da Costa C., Gonzaga L., Stoffel Antunes R., da Rosa Righi R., Maier A., Eskofier B., Fahrig R., Horz T.:
Baptizo: a sensor fusion based model for tracking the identity of human poses
In: Information Fusion (2020)
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2020.03.011
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Bertram CA., Aubreville M., Gurtner C., Bartel A., Corner SM., Dettwiler M., Kershaw O., Noland EL., Schmidt A., Sledge DD., Smedley RC., Thaiwong T., Kiupel M., Maier A., Klopfleisch R.:
Computerized Calculation of Mitotic Count Distribution in Canine Cutaneous Mast Cell Tumor Sections: Mitotic Count Is Area Dependent
In: Veterinary Pathology 57 (2020), p. 214-226
ISSN: 0300-9858
DOI: 10.1177/0300985819890686
URL: https://journals.sagepub.com/doi/10.1177/0300985819890686
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Chen S., Stromer D., Alnasser Alabdalrahim H., Schwab S., Weih M., Maier A.:
Automatic dementia screening and scoring by applying deep learning on clock-drawing tests
In: Scientific Reports 10 (2020), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-020-74710-9
URL: https://www.nature.com/articles/s41598-020-74710-9
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Chen S., Zhong X., Hu S., Dorn S., Kachelriess M., Lell M., Maier A.:
Automatic Multi-organ Segmentation in Dual Energy CT (DECT) with Dedicated 3D Fully Convolutional DECT Networks
In: Medical Physics 47 (2020), p. 552-562
ISSN: 0094-2405
DOI: 10.1002/mp.13950
BibTeX: Download
Cowger W., Gray A., Christiansen SH., DeFrond H., Deshpande AD., Hemabessiere L., Lee E., Mill L., Munno K., Ossmann BE., Pittroff M., Rochman C., Sarau G., Tarby S., Primpke S.:
Critical Review of Processing and Classification Techniques for Images and Spectra in Microplastic Research
In: Applied Spectroscopy 74 (2020), p. 989-1010
ISSN: 0003-7028
DOI: 10.1177/0003702820929064
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Ellmann S., Wenkel E., Dietzel M., Bielowski C., Vesal S., Maier A., Hammon M., Janka RM., Fasching P., Beckmann M., Schulz-Wendtland R., Uder M., Bäuerle T.:
Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses
In: PLoS ONE 1-15 (2020), p. 1-15
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0228446
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Eyigoz E., Courson M., Sedeño L., Rogg K., Orozco-Arroyave JR., Nöth E., Skodda S., Trujillo N., Rodríguez M., Rusz J., Muñoz E., Cardona JF., Herrera E., Hesse E., Ibáñez A., Cecchi G., García AM.:
From discourse to pathology: Automatic identification of Parkinson's disease patients via morphological measures across three languages
In: Cortex 132 (2020), p. 191-205
ISSN: 0010-9452
DOI: 10.1016/j.cortex.2020.08.020
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Felsner L., Käppler S., Maier A., Riess C.:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography
In: IEEE Transactions on Computational Imaging (2020), p. 625 - 639
ISSN: 2333-9403
DOI: 10.1109/TCI.2020.2964217
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Ferrer Riesgo CA., Nöth E.:
What Makes the Cepstral Peak Prominence Different to Other Acoustic Correlates of Vocal Quality?
In: Journal of Voice (2020)
ISSN: 0892-1997
DOI: 10.1016/j.jvoice.2019.01.004
BibTeX: Download
Gao C., Farvardin A., Grupp R., Bakhtiarinejad M., Ma L., Thies M., Unberath M., Taylor R., Armand M.:
Fiducial-Free 2D/3D Registration for Robot-Assisted Femoroplasty
In: IEEE Transactions on Medical Robotics and Bionics 2 (2020), p. 437-446
ISSN: 2576-3202
DOI: 10.1109/TMRB.2020.3012460
BibTeX: Download
Goetz TI., Lang EW., Prante O., Maier A., Cordes M., Kuwert T., Ritt P., Schmidkonz C.:
Three-dimensional Monte Carlo-based voxel-wise tumor dosimetry in patients with neuroendocrine tumors who underwent 177Lu-DOTATOC therapy
In: Annals of Nuclear Medicine (2020)
ISSN: 0914-7187
DOI: 10.1007/s12149-020-01440-3
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Guo Z., Lauritsch G., Maier A., Kugler P., Islam M., Vogt F., Noo F.:
C-arm CT imaging with the extended line-ellipse-line trajectory: First implementation on a state-of-the-art robotic angiography system
In: Physics in Medicine and Biology 65 (2020), Article No.: 185016
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ab9a82
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Götz T., Schmidkonz C., Chen S., Al-Baddai S., Kuwert T., Lang EW.:
A deep learning approach to radiation dose estimation
In: Physics in Medicine and Biology 65 (2020), p. 035007-
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ab65dc
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Hariharan SG., Strobel N., Kaethner C., Kowarschik M., Fahrig R., Navab N.:
Data-driven estimation of noise variance stabilization parameters for low-dose X-ray images
In: Physics in Medicine and Biology 65 (2020), Article No.: 225027
ISSN: 0031-9155
DOI: 10.1088/1361-6560/abbc82
BibTeX: Download
Herl G., Hiller J., Maier A.:
Scanning trajectory optimisation using a quantitative Tuybased local quality estimation for robot-based X-ray computed tomography
In: Nondestructive Testing and Evaluation (2020)
ISSN: 1058-9759
DOI: 10.1080/10589759.2020.1774579
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Huang Y., Wang S., Guan Y., Maier A.:
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning
In: Journal of Synchrotron Radiation (2020)
ISSN: 0909-0495
DOI: 10.1107/S160057752000017X
URL: https://onlinelibrary.wiley.com/iucr/doi/10.1107/S160057752000017X
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Huang Z., Jiang Z., Hu Y., Zou D., Yu Y., Ren Q., Liu G., Lu Y.:
Retinal choroidal vessel imaging based on multi-wavelength fundus imaging with the guidance of optical coherence tomography
In: Biomedical Optics Express 11 (2020), p. 5212-5224
ISSN: 2156-7085
DOI: 10.1364/BOE.397750
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Jaremenko C., Affronti E., Merklein M., Maier A.:
Temporal and spatial detection of the onset of local necking and assessment of its growth behavior
In: Materials 13 (2020), Article No.: 2427
ISSN: 1996-1944
DOI: 10.3390/ma13112427
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Jiang Z., Huang Z., Qiu B., Liu X., Meng X., You Y., Liu G., Zhou C., Yang K., Maier A., Ren Q., Lu Y.:
Comparative Study of Deep Learning Models for Optical Coherence Tomography Angiography
In: Biomedical Optics Express 11 (2020), p. 1216-1632
ISSN: 2156-7085
DOI: 10.1364/BOE.387807
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Kacha A., Grenez F., Orozco Arroyave JR., Schoentgen J.:
Principal component analysis of the spectrogram of the speech signal: Interpretation and application to dysarthric speech
In: Computer Speech and Language 59 (2020), p. 114-122
ISSN: 1095-8363
DOI: 10.1016/j.csl.2019.07.001
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Kara DD., Ring M., Hennig F., Michelson G.:
Effects of Mild Traumatic Brain Injury on Stereopsis Detected by a Virtual Reality System: Attempt to Develop a Screening Test
In: Journal of Medical and Biological Engineering (2020)
ISSN: 1609-0985
DOI: 10.1007/s40846-020-00542-7
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Karan B., Sahu SS., Orozco Arroyave JR., Mahto K.:
Hilbert spectrum analysis for automatic detection and evaluation of Parkinson's speech
In: Biomedical Signal Processing and Control 61 (2020), Article No.: 102018
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2020.102018
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Krauß P., Maier A.:
Will We Ever Have Conscious Machines?
In: Frontiers in Computational Neuroscience 14 (2020)
ISSN: 1662-5188
DOI: 10.3389/fncom.2020.556544
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Kuhnert N., Maier A.:
With Semantics and Hidden Markov Models to an Adaptive Log File Parser
In: International Journal on Natural Language Computing (2020)
ISSN: 2319-4111
DOI: 10.5121/ijnlc.2019.8603
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Luckner C., Weber T., Herbst M., Ritschl L., Kappler S., Maier A.:
A phantom study on dose efficiency for orthopedic applications: Comparing slot-scanning radiography using ultra-small-angle tomosynthesis to conventional radiography
In: Medical Physics (2020)
ISSN: 0094-2405
DOI: 10.1002/mp.14680
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Maloca PM., Spaide RF., de Carvalho ER., Studer HP., W Hasler P., Scholl HP., Heeren TF., Schottenhamml J., Balaskas K., Tufail A., Egan C.:
Novel biomarker of sphericity and cylindricity indices in volume-rendering optical coherence tomography angiography in normal and diabetic eyes: a preliminary study
In: Graefes Archive For Clinical and Experimental Ophthalmology (2020)
ISSN: 0721-832X
DOI: 10.1007/s00417-019-04582-x
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Marzahl C., Aubreville M., Bertram CA., Stayt J., Jasensky AK., Bartenschlager F., Fragoso-Garcia M., Barton AK., Elsemann S., Jabari S., Krauth J., Madhu P., Voigt J., Hill J., Klopfleisch R., Maier A.:
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides
In: Scientific Reports 10 (2020), Article No.: 9795
ISSN: 2045-2322
DOI: 10.1038/s41598-020-65958-2
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Meister F., Passerini T., Mihalef V., Tuysuzoglu A., Maier A., Mansi T.:
Deep learning acceleration of Total Lagrangian Explicit Dynamics for soft tissue mechanics
In: Computer Methods in Applied Mechanics and Engineering 358 (2020), Article No.: 112628
ISSN: 0045-7825
DOI: 10.1016/j.cma.2019.112628
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Moult EM., Alibhai AY., Lee BK., Yu Y., Ploner S., Chen S., Maier A., Duker JS., Waheed NK., Fujimoto JG.:
A Framework for Multiscale Quantitation of Relationships Between Choriocapillaris Flow Impairment and Geographic Atrophy Growth
In: American Journal of Ophthalmology (2020)
ISSN: 0002-9394
DOI: 10.1016/j.ajo.2019.12.006
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Nanji A., Redd T., Chamberlain W., Schallhorn JM., Chen S., Ploner S., Maier A., Fujimoto JG., Jia Y., Huang D., Li Y.:
Application of Corneal Optical Coherence Tomography Angiography for Assessment of Vessel Depth in Corneal Neovascularization
In: Cornea 39 (2020), p. 598-604
ISSN: 0277-3740
DOI: 10.1097/ICO.0000000000002232
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Orozco-Arroyave JR., Vasquez Correa J., Klumpp P., Perez Toro PA., Escobar-Grisales D., Roth N., Ríos-Urrego CD., Strauß M., Carvajal-Castaño HA., Bayerl S., Castrillón-Osorio LR., Arias-Vergara T., Küderle A., López-Pabón FO., Parra-Gallego LF., Eskofier B., Gómez-Gómez LF., Schuster M., Nöth E.:
Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
In: Neurodegenerative Disease Management (2020)
ISSN: 1758-2024
DOI: 10.2217/nmt-2019-0037
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Perez Toro PA., Vasquez Correa J., Arias Vergara T., Nöth E., Orozco-Arroyave JR.:
Nonlinear dynamics and Poincare sections to model gait impairments in different stages of Parkinson's disease
In: Nonlinear Dynamics 100 (2020), p. 3253-3276
ISSN: 0924-090X
DOI: 10.1007/s11071-020-05691-7
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Preuhs A., Manhart M., Roser P., Hoppe E., Huang Y., Psychogios M., Kowarschik M., Maier A.:
Appearance Learning for Image-based Motion Estimation in Tomography
In: IEEE Transactions on Medical Imaging (2020)
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.3002695
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Pérez-Toro PA., Vasquez Correa J., Arias Vergara T., Nöth E., Orozco Arroyave JR.:
Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease
In: Nonlinear Dynamics (2020)
ISSN: 0924-090X
DOI: 10.1007/s11071-020-05691-7
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Qiu B., Huang Z., Liu X., Meng X., You Y., Liu G., Yang K., Maier A., Ren Q., Lu Y.:
Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function
In: Biomedical Optics Express 11 (2020), p. 817-830
ISSN: 2156-7085
DOI: 10.1364/BOE.379551
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Qiu B., You Y., Huang Z., Meng X., Jiang Z., Zhou C., Liu G., Yang K., Ren Q., Lu Y.:
N2NSR-OCT: Simultaneous denoising and super-resolution in optical coherence tomography images using semisupervised deep learning
In: Journal of Biophotonics (2020)
ISSN: 1864-063X
DOI: 10.1002/jbio.202000282
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Rodriguez Salas D., Mürschberger N., Ravikumar N., Seuret M., Maier A.:
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks
In: SN Computer Science 1 (2020), Article No.: 252
ISSN: 2661-8907
DOI: 10.1007/s42979-020-00268-y
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Roser P., Birkhold A., Preuhs A., Ochs P., Stepina E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
XDose: toward online cross-validation of experimental and computational X-ray dose estimation
In: International Journal of Computer Assisted Radiology and Surgery (2020)
ISSN: 1861-6410
DOI: 10.1007/s11548-020-02298-6
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Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences
In: IEEE Transactions on Medical Imaging 39 (2020), p. 3159-3174
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.2988410
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Schaffert R., Wang J., Fischer P., Maier A., Borsdorf A.:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model
In: IEEE Transactions on Medical Imaging 39 (2020), p. 161-174
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2922931
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Schilling A., Tomasello R., Henningsen-Schomers MR., Zankl A., Surendra K., Haller M., Karl V., Uhrig P., Maier A., Krauß P.:
Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods
In: Language, Cognition and Neuroscience (2020)
ISSN: 2327-3798
DOI: 10.1080/23273798.2020.1803375
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Schirrmacher F., Riess C., Köhler T.:
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems
In: IEEE Transactions on Computational Imaging 6 (2020), p. 503--517
ISSN: 2333-9403
DOI: 10.1109/TCI.2019.2956888
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2020-Schirrmacher-AQS.pdf
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Schmidkonz C., Atzinger A., Götz T., Beck M., Ritt P., Prante O., Kuwert T., Bäuerle T., Cordes M.:
99mTc-MIP-1404 SPECT/CT for Patients With Metastatic Prostate Cancer: Interobserver and Intraobserver Variability in Treatment-Related Longitudinal Tracer Uptake Assessments of Prostate-Specific Membrane Antigen-Positive Lesions
In: Clinical Nuclear Medicine 45 (2020), p. 105-112
ISSN: 0363-9762
DOI: 10.1097/RLU.0000000000002880
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Schmidkonz C., Krumbholz M., Atzinger A., Cordes M., Götz T., Prante O., Ritt P., Schaefer C., Agaimy A., Hartmann W., Roessig C., Froehlich B., Bäuerle T., Dirksen U., Kuwert T., Metzler M.:
Correction to: Assessment of treatment responses in children and adolescents with Ewing sarcoma with metabolic tumor parameters derived from 18F-FDG-PET/CT and circulating tumor DNA (European Journal of Nuclear Medicine and Molecular Imaging, (2019), 10.1007/s00259-019-04649-1)
In: European Journal of Nuclear Medicine and Molecular Imaging (2020)
ISSN: 1619-7070
DOI: 10.1007/s00259-019-04672-2
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Schneider M., Benkert T., Solomon E., Nickel D., Fenchel M., Kiefer B., Maier A., Chandarana H., Block KT.:
Free-breathing fat and R2∗ quantification in the liver using a stack-of-stars multi-echo acquisition with respiratory-resolved model-based reconstruction
In: Magnetic Resonance in Medicine (2020)
ISSN: 0740-3194
DOI: 10.1002/mrm.28280
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Stromer D., Moult EM., Chen S., Waheed NK., Maier A., Fujimoto JG.:
Correction propagation for user-assisted optical coherence tomography segmentation: general framework and application to Bruch’s membrane segmentation
In: Biomedical Optics Express 11 (2020), p. 2830-2848
ISSN: 2156-7085
DOI: 10.1364/BOE.392759
URL: https://www.osapublishing.org/boe/abstract.cfm?uri=boe-11-5-2830
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Syben-Leisner C., Stimpel B., Roser P., Dörfler A., Maier A.:
Known Operator Learning enables Constrained Projection Geometry Conversion: Parallel to Cone-beam for Hybrid MR/X-ray Imaging
In: IEEE Transactions on Medical Imaging (2020), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.2998179
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Taylor RW., Holler C., Mahmoodabadi RG., Küppers M., Mirzaalian Dastjerdi H., Zaburdaev V., Schambony A., Sandoghdar V.:
High-Precision Protein-Tracking With Interferometric Scattering Microscopy
In: Frontiers in Cell and Developmental Biology 8 (2020), Article No.: 590158
ISSN: 2296-634X
DOI: 10.3389/fcell.2020.590158
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Thies M., Zäch JN., Gao C., Taylor R., Navab N., Maier A., Unberath M.:
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance
In: International Journal of Computer Assisted Radiology and Surgery 15 (2020), p. 1787-1796
ISSN: 1861-6410
DOI: 10.1007/s11548-020-02249-1
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Utzschneider M., Behl NG., Lachner S., Gast L., Maier A., Uder M., Nagel AM.:
Correction to: Accelerated quantification of tissue sodium concentration in skeletal muscle tissue: quantitative capability of dictionary learning compressed sensing (Magnetic Resonance Materials in Physics, Biology and Medicine, (2020), 10.1007/s10334-019-00819-2)
In: Magnetic Resonance Materials in Physics Biology and Medicine (2020)
ISSN: 0968-5243
DOI: 10.1007/s10334-020-00835-7
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Utzschneider M., Behl NGR., Lachner S., Gast L., Maier A., Uder M., Nagel AM.:
T-2* Accelerated quantification of tissue sodium concentration in skeletal muscle tissue: quantitative capability of dictionary learning compressed sensing
In: Magnetic Resonance Materials in Physics Biology and Medicine (2020)
ISSN: 0968-5243
DOI: 10.1007/s10334-019-00819-2
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Vasquez Correa J., Arias Vergara T., Schuster M., Orozco Arroyave JR., Nöth E.:
Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson's Disease and Cleft Lip and Palate
In: Speech Communication 122 (2020), p. 56-67
ISSN: 0167-6393
DOI: 10.1016/j.specom.2020.07.005
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Vesal S., Gu M., Maier A., Ravikumar N.:
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification
In: IEEE Journal of Biomedical and Health Informatics (2020)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2020.3046449
URL: https://ieeexplore.ieee.org/document/9302580
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Vesal S., Maier A., Ravikumar N.:
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks
In: Journal of Imaging 6 (2020), Article No.: 65
ISSN: 2313-433X
DOI: 10.3390/jimaging6070065
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Weichselbaumer N., Seuret M., Limbach S., Dong R., Burghardt M., Christlein V.:
New Approaches to OCR for Early Printed Books
In: DigItalia 2 (2020)
ISSN: 1972-621X
DOI: 10.36181/digitalia-00015
URL: http://digitalia.sbn.it/article/view/2630
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Werner R., Sentker T., Madesta F., Schwarz A., Vornehm M., Gauer T., Hofmann C.:
Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal-guided 4D CT
In: Medical Physics 47 (2020), p. 2408-2412
ISSN: 0094-2405
DOI: 10.1002/mp.14106
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Wu F., Zhang J., Xu Z.:
Stably Adaptive Anti-Occlusion Siamese Region Proposal Network for Real-Time Object Tracking
In: IEEE Access 8 (2020), p. 161349-161360
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.3019206
URL: https://ieeexplore.ieee.org/document/9175016
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Xiao Y., Maier A., Wein W., Shams R., Kadoury S., Drobny D., Modat M., Reinertsen I., Rivaz H., Chabanas M., Fortin M., MacHado I., Ou Y., Heinrich MP., Schnabel JA., Zhong X.:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge
In: IEEE transactions on medical imaging 39 (2020), p. 777-786
ISSN: 1558-254X
DOI: 10.1109/TMI.2019.2935060
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Yang K., Zhai X., Xie Z., Zhou K., Meng X., Ren Q., Lu Y.:
A practical calibration criterion for image-based material decomposition in spectral computed tomography
In: AEJ - Alexandria Engineering Journal (2020)
ISSN: 1110-0168
DOI: 10.1016/j.aej.2020.03.009
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Articles in Conference Proceedings

Ahmed J., Vesal S., Durlak F., Kaergel R., Ravikumar N., Rémy-Jardin M., Maier A.:
COPD classification in CT images using a 3D convolutional neural network
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_8
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Argüello-Vélez P., Arias-Vergara T., González-Rátiva MC., Orozco-Arroyave JR., Nöth E., Schuster ME.:
Acoustic characteristics of vot in plosive consonants produced by parkinson’s patients
23rd International Conference on Text, Speech, and Dialogue, TSD 2020 (Brno, September 8, 2020 - September 11, 2020)
In: Petr Sojka, Ivan Kopecek, Karel Pala, Aleš Horák (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-58323-1_33
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Bayer S., Spiske U., Geimer T., Luo J., Wells III WM., Ostermeier M., Fahrig R., Arya N., Bert C., Eyüpoglu IY., Maier A.:
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Springer (ed.): Algorithmen – Systeme – Anwendungen. Proceedings des Workshops 2020
DOI: 10.1007/978-3-658-29267-6_32
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Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach
Bildgebung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Springer (ed.): Algorithmen – Systeme – Anwendungen. Proceedings des Workshops 2020
DOI: 10.1007/978-3-658-29267-6_67
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Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
Imitation learning network for fundus image registration using a divide-and-conquer approach
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_67
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Bergler C., Schmitt M., Maier A., Smeele S., Barth V., Nöth E.:
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication
21th Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing, INTERSPEECH 2020 (Shanghai, China, October 25, 2020 - October 29, 2020)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2020 2020
DOI: 10.21437/Interspeech.2020-1316
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Bertram CA., Aubreville M., Marzahl C., Maier A., Klopfleisch R.:
How Big is Big Enough?: A Large-Scale Histological Dataset of Mitotic Figures
Bildverarbeitung für die Medizin 2020 (Berlin, March 17, 2020 - March 19, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_65
URL: https://link.springer.com/content/pdf/10.1007/978-3-658-29267-6_65.pdf
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Bertram CA., Veta M., Marzahl C., Stathonikos N., Maier A., Klopfleisch R., Aubreville M.:
Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels
IMIMIC 2020, MIL3ID 2020, LABELS 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Jaime Cardoso, Wilson Silva, Ricardo Cruz, Hien Van Nguyen, Badri Roysam, Nicholas Heller, Pedro Henriques Abreu, Jose Pereira Amorim, Ivana Isgum, Vishal Patel, Kevin Zhou, Steve Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Samaneh Abbasi, Diana Mateus, Emanuele Trucco (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-61166-8_22
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Breininger K., Pfister M., Kowarschik M., Maier A.:
Move Over There: One-Click Deformation Correction for Image Fusion During Endovascular Aortic Repair
23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-59719-1_69
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Calim H., Maier A.:
Erlernbarkeitsstudie eines vibrotaktilen Armbands für assistive Navigation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_59
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Chen S., Abu-Qamar O., Moult E., Ploner S., Lee B., Maier A., Waheed N., Fujimoto J.:
Ultrahigh-Resolution Optical Coherence Tomography Investigation of Age-Related Changes in the Photoreceptors, Retinal Pigment Epithelium and Bruch's Membrane
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Online, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
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Chen S., Abu-Qmar O., Moult E., Lee B., Ploner S., Maier A., Waheed NK., Fujimoto JG.:
Investigating Subtle Structural Changes in Eyes with Age-Related Macular Degeneration: A Pilot Study Using Ultrahigh-Resolution Optical Coherence Tomography
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (ONLINE, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2769686
URL: https://iovs.arvojournals.org/article.aspx?articleid=2769686
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Denck J., Ferguson GW., Guehring J., Maier A., Rothgang E.:
Acquisition Parameter–Conditioned Generative Adversarial Network for Enhanced MR Image Synthesis
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Virtual, August 8, 2020 - August 14, 2020)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (28th Annual Meeting & Exhibition) 2020
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Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A.:
Automatic CAD-RADS Scoring using Deep Learning
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, Peru, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59725-2
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Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics
BVM Workshop 2020 (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_44
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Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans
BVM Workshop 2020 (Berlin, March 15, 2020 - December 17, 2019)
DOI: 10.1007/978-3-658-29267-6_42
URL: https://arxiv.org/abs/1912.06417
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Eckert D., Vesal S., Ritschl L., Kappler S., Maier A.:
Deep learning-based denoising of mammographic images using physics-driven data augmentation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_21
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Fan F., Qiu J., Wang J., Valianos S., Farooq MM., Fu W., Kordon F., Maier A.:
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases
Joint Conference of the GMDS & CEN-IBS 2020 (Online Streaming, September 6, 2020 - September 9, 2020)
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Felsner L., Würfl T., Syben-Leisner C., Roser P., Preuhs A., Maier A., Riess C.:
Reconstruction of Voxels with Position- and Angle-Dependent Weightings
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online meeting, August 3, 2020 - August 7, 2020)
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Fu W., Breininger K., Pan Z., Maier A.:
Degenerating u-net on retinal vessel segmentation: What do we really need?
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_7
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Fu W., Husvogt L., Ploner S., Fujimoto JG., Maier A.:
Modularization of deep networks allows cross-modality reuse: lesson learnt
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_61
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Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI
3rd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2020, held in conjunction with the 23rd Medical Image Computing and Computer Assisted Intervention, MICCAI 2020 (Lima, October 8, 2020 - October 8, 2020)
In: Farah Deeba, Patricia Johnson, Tobias Würfl, Jong Chul Ye (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-61598-7_4
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Gadjimuradov F., Yoon SS., Benkert T., Nickel MD., Engelhard K., Maier A.:
Deep Learning-based Partial Fourier Reconstruction for Improved Prostate DWI
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Paris, August 8, 2020 - August 14, 2020)
URL: https://index.mirasmart.com/ISMRM2020/PDFfiles/4351.html
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Gaffling S.:
Volumetric Histology-3D-reconstruction of histological tissue slices for a better functional understanding
In: JOURNAL OF ANATOMY, HOBOKEN: 2020
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Gottschalk T., Kreher BW., Maier A.:
Deep Learning Based Metal Inpainting in the Projection Domain using Additional Neighboring Projection Information
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online Meeting, August 3, 2020 - August 7, 2020)
In: Proceedings of The 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
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Gouet-Brunet V., Khokhlova M., Kosti RV., Chen L., Yin XC.:
SUMAC 20 Chairs Welcome
2nd ACM Workshop on Structuring and Understanding of Multimedia heritAge Contents, SUMAC 2020 (, October 12, 2020)
In: SUMAC 2020 - Proceedings of the 2nd Workshop on Structuring and Understanding of Multimedia heritAge Contents 2020
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Gourmelon N., Bayer S., Mayle M., Bach G., Bebber C., Munck C., Sosna C., Maier A.:
Implications of Experiment Set-Ups for Residential Water End-Use Classification
5th International Electronic Conference on Water Sciences (, November 16, 2020 - November 30, 2020)
DOI: 10.3390/ECWS-5-08225
URL: https://sciforum.net/paper/view/conference/8225
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Guo Z., Lauritsch G., Maier A., Noo F.:
C-arm CT imaging using the extended line-ellipse-line trajectory: Seamless FBP reconstruction from real data
Medical Imaging 2020: Physics of Medical Imaging (Houston, TX, February 16, 2020 - February 19, 2020)
In: Guang-Hong Chen, Hilde Bosmans (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2020
DOI: 10.1117/12.2549999
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Gündel S., Maier A.:
Epoch-wise label attacks for robustness against label noise
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020 2020
DOI: 10.1007/978-3-658-29267-6_64
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Gündel S., Setio A., Grbic S., Maier A., Comaniciu D.:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2019
In: Liu M., Yan P., Lian C., Cao X. (ed.): Machine Learning in Medical Imaging 2020
DOI: 10.1007/978-3-030-59861-7_51
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Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
Single Material Beam Hardening Correction in CT Using an Analytical Energy Response Model
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Boston, MA, USA, October 31, 2020 - November 7, 2020)
DOI: 10.1109/nss/mic42677.2020.9507774
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Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
An improved combination of ordered subsets and momentum for fast model-based iterative CT reconstruction
Medical Imaging 2020: Physics of Medical Imaging (Houston, TX, February 16, 2020 - February 19, 2020)
In: Guang-Hong Chen, Hilde Bosmans (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2020
DOI: 10.1117/12.2549733
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Hoppe E., Thamm F., Koerzdoerfer G., Syben-Leisner C., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Bilderverarbeitung für die Medizin Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-030-32248-9_11
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Hoppe E., Wetzl J., Yoon SS., Schneider M., Stimpel B., Preuhs A., Maier A.:
DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning based R-Wave Classification for Automated Cardiac Phase Binning
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
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Hoßbach J., Husvogt L., Kraus M., Fujimoto JG., Maier A.:
Deep OCT angiography image generation for motion artifact suppression
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_55
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Hoßbach J., Splitthoff D., Cauley S., Maier A.:
MoPED: Motion Parameter Estimation DenseNet for accelerating retrospective motion correction
ISMRM & SMRT Virtual Conference & Exhibition (, August 8, 2020 - September 14, 2022)
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Huang Y., Gao L., Preuhs A., Maier A.:
Field of View Extension in Computed Tomography Using Deep Learning Prior
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
In: Andreas Maier, Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen – Systeme – Anwendungen 2020
DOI: 10.1007/978-3-658-29267-6_40
URL: https://arxiv.org/abs/1911.01178
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Husvogt L., Ploner S., Stromer D., Schottenhamml J., Moult E., Fujimoto JG., Maier A.:
Compressed sensing for optical coherence tomography angiography volume generation
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_19
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Khun Jush F., Biele M., Dueppenbecker PM., Schmidt O., Maier A.:
DNN-based Speed-of-Sound Reconstruction for Automated Breast Ultrasound
2020 IEEE International Ultrasonics Symposium (IUS) (Las Vegas, NV, September 7, 2020 - September 11, 2020)
In: 2020 IEEE International Ultrasonics Symposium (IUS) 2020
DOI: 10.1109/IUS46767.2020.9251579
URL: https://ieeexplore.ieee.org/document/9251579
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Klumpp P., Arias Vergara T., Vasquez Correa J., Perez Toro PA., Hönig FT., Nöth E., Orozco-Arroyave JR.:
Surgical mask detection with deep recurrent phonetic models
21st Annual Conference of the International Speech Communication Association, INTERSPEECH 2020
DOI: 10.21437/Interspeech.2020-1723
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Klumpp P., Arias Vergara T., Vásquez-Correa JC., Pérez-Toro PA., Hönig FT., Nöth E., Orozco-Arroyave JR.:
Surgical mask detection with deep recurrent phonetic models
Interspeech 2020
In: Interspeech 2020 2020
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Klumpp P., Fritsch JD., Nöth E.:
ANN-based Alzheimer's disease classification from bag of words
13th ITG Conference on Speech Communication (Oldenburg, October 10, 2018 - October 12, 2018)
In: Speech Communication - 13th ITG-Fachtagung Sprachkommunikation 2020
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Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-Task Framework for X-Ray Guided Planning in Knee Surgery
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_57
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Kordon F., Maier A., Swartman B., Kunze H.:
Font Augmentation: Implant and Surgical Tool Simulation for X-Ray Image Processing
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_36
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Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee
International Conference on Medical Image Computing and Computer-Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59725-2_65
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Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Ensemble Learning
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_28
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Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_27
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Liu C., Huang Y., Maier J., Klein L., Kachelriess M., Maier A.:
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (, October 31, 2020 - November 7, 2020)
In: Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization 2020
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Luckner C., Herbst M., Fuhrmann M., Ritschl L., Kappler S., Maier A.:
Combining 2-D and 3-D weight-bearing x-ray images: Application to preoperative implant planning in the knee
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_74
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Madhu P., Gupta J., Kosti RV., Bell P., Maier A., Christlein V.:
Towards Image Caption Generation for Art Historical Data
URL: https://aidh.kinf.wiai.uni-bamberg.de/02_Gupta_et_al_Towards_Image_Caption_Generation_etc.pdf
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Madhu P., Kosti RV., Bendschus T., Reinhardt C., Bell P., Christlein V., Maier A.:
Deep Learning based Attribute Representation in Ancient Vase Paintings
Digital Humanities 2020 - Intersections/Carrefours (Ottawa, Canada, July 22, 2020 - July 24, 2020)
In: Digital Humanities 2020 - Intersections/Carrefours 2020
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Madhu P., Kosti RV., Bendschus T., Reinhardt C., Maier A.:
Computer Vision Understanding of Narrative Strategies on Greek Vases
48th Computer Applications and Quantitative Methods in Archaeology Conference (Oxford, UK, April 14, 2020 - April 17, 2020)
In: Computer Applications and Quantitative Methods in Archaeology 2020
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Madhu P., Marquart T., Kosti RV., Bell P., Maier A., Christlein V.:
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors
ECCV 2020 (Glasgow, August 23, 2020 - August 28, 2020)
In: Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm (ed.): Computer Vision – ECCV 2020 Workshops. ECCV 2020, Switzerland: 2020
DOI: 10.1007/978-3-030-66096-3_9
URL: https://link.springer.com/chapter/10.1007/978-3-030-66096-3_9
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Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59713-9_47
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Marzahl C., Aubreville M., Bertram CA., Gerlach S., Maier J., Voigt J., Hill J., Klopfleisch R., Maier A.:
Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides?
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_5
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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.:
Are fast labeling methods reliable? a case study of computer-aided expert annotations on microscopy slides
23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, October 4, 2020 - October 8, 2020)
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-59710-8_3
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Mayr M., Stumpf M., Nicolaou A., Seuret M., Maier A., Christlein V.:
Spatio-Temporal Handwriting Imitation
European Conference on Computer Vision (Online, August 23, 2020 - August 28, 2020)
DOI: 10.1007/978-3-030-68238-5_38
URL: https://link.springer.com/chapter/10.1007/978-3-030-68238-5_38
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Meyer-Baese A., Foo S., Tahmassebi A., Meyer-Baese U., Amani AM., Götz T., Leithner D., Stadlbauer A., Pinker-Domenig K.:
Large-Scale Graph Networks and AI Applied to Medical Image Data Processing
Conference on Computational Imaging V
In: COMPUTATIONAL IMAGING V, BELLINGHAM: 2020
DOI: 10.1117/12.2557813
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Miller GF., Vasquez Correa J., Nöth E.:
Assessing the dysarthria level of parkinson’s disease patients with gmm-ubm supervectors using phonological posteriors and diadochokinetic exercises
23rd International Conference on Text, Speech, and Dialogue, TSD 2020 (Brno, September 8, 2020 - September 11, 2020)
In: Petr Sojka, Ivan Kopecek, Karel Pala, Aleš Horák (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-58323-1_39
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Mürschberger N., Reymann M., Cachovan M., Ritt P., Vija H., Maier A.:
U-Net for Multi-Organ Segmentation of SPECT Projection Data
IEEE (Boston, Massachuchets, October 31, 2020 - November 7, 2020)
In: IEEE (ed.): U-Net for Multi-Organ Segmentation of SPECT Projection Data 2020
DOI: 10.1109/nss/mic42677.2020.9507779
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Nau MA., Nau M., Moult EM., Fujimoto JG., Maier A.:
Open source simulation of fixational eye drift motion in oct scans: Towards better comparability and accuracy in retrospective OCT motion correction
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_56
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Nejati Hatamian F., Ravikumar N., Vesal S., Kemeth FP., Struck M., Maier A.:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) (Barcelona, Spain, May 4, 2020 - May 8, 2020)
DOI: 10.1109/ICASSP40776.2020.9053800
URL: https://ieeexplore.ieee.org/document/9053800
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Patwari M., Gutjahr R., Raupach R., Maier A.:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering
23rd International Conference on Medical Image Computing and Computer Assisted Surgery (MICCAI) (Lima, Peru, October 5, 2020 - October 7, 2020)
In: Martel, A.L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M.A., Zhou, S.K., Racoceanu, D., Joskowicz, L. (ed.): Proceedings of the 23rd International Conference on Medical Image Computing and Computer Assisted Surgery (MICCAI) 2020
DOI: 10.1007/978-3-030-59713-9_49
URL: https://link.springer.com/chapter/10.1007/978-3-030-59713-9_49
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Patwari M., Gutjahr R., Raupach R., Maier A.:
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization
6th International Conference on Image Formation in X-Ray Computed Tomography (Regensburg, August 3, 2020 - August 7, 2020)
In: Proceeding of the 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
URL: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
BibTeX: Download
Patwari M., Gutjahr R., Raupach R., Maier A.:
Low dose CT denoising with residual convolutional networks and deep learned perceptual loss
European Congress of Radiology (Vienna, Austria, July 15, 2020 - July 19, 2020)
DOI: 10.26044/ecr2020/C-03463
URL: https://epos.myesr.org/poster/esr/ecr2020/C-03463
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Ploner S., Schottenhamml J., Moult EM., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
3-D tracing of capillaries through three retinal vascular plexuses toward their closest superficial artery and vein in OCT angiography volumes
ARVO annual meeting 2020
In: Investigative Ophthalmology & Visual Science 2020
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2770859
URL: https://iovs.arvojournals.org/article.aspx?articleid=2770859
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Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Deep autofocus with cone-beam CT consistency constraint
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_34
URL: https://arxiv.org/pdf/1911.13162.pdf
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Restrepo-Uribe JP., Roldan-Vasco S., Perez-Giraldo E., Orozco Arroyave JR., Orozco-Duque A.:
Electrophysiological and Mechanical Approaches to the Swallowing Analysis
7th Workshop on Engineering Applications, WEA 2020 (Bogota, October 7, 2020 - October 9, 2020)
In: Juan Carlos Figueroa-García, Fabián Steven Garay-Rairán, Germán Jairo Hernández-Pérez, Yesid Díaz-Gutierrez (ed.): Communications in Computer and Information Science 2020
DOI: 10.1007/978-3-030-61834-6_24
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Reymann M., Massanes F., Ritt P., Cachovan M., Kuwert T., Vija AH., Maier A.:
Feature Loss After Denoising of SPECT Projection Data using a U-Net
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (Boston, Massachusetts, October 31, 2020 - November 7, 2020)
In: IEEE (ed.): Feature Loss After Denoising of SPECT Projection Data using a U-Net 2020
DOI: 10.1109/nss/mic42677.2020.9508041
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Rios-Urrego CD., Vasquez Correa J., Orozco Arroyave JR., Nöth E.:
Transfer learning to detect parkinson’s disease from speech in different languages using convolutional neural networks with layer freezing
23rd International Conference on Text, Speech, and Dialogue, TSD 2020 (Brno, September 8, 2020 - September 11, 2020)
In: Petr Sojka, Ivan Kopecek, Karel Pala, Aleš Horák (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-58323-1_36
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Rodriguez Salas D., Ravikumar N., Seuret M., Maier A.:
ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees
The 5th Asian Conference on Pattern Recognition (Auckland, New Zealand, November 26, 2019 - November 29, 2019)
In: Pattern Recognition 2020
DOI: 10.1007/978-3-030-41404-7_3
URL: https://link.springer.com/chapter/10.1007/978-3-030-41404-7_3
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Roser P., Birkhold A., Preuhs A., Kowarschik M., Fahrig R., Maier A.:
Tenfold your photons: A physically-sound approach to filtering-based variance reduction of monte-carlo-simulated dose distributions
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_24
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Roser P., Birkhold A., Preuhs A., Stimpel B., Syben C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Fully-automatic CT data preparation for interventional X-ray skin dose simulation
Bildverarbeitung für die Medizin: Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
In: Informatik Aktuell Bildverarbeitung für die Medizin 2020 Algorithmen - Systeme - Anwendungen 2020
DOI: 10.1007/978-3-658-29267-6_26
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Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Deep Scatter Splines: Learning-Based Medical X-ray Scatter Estimation Using B-splines
The 6th International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Regensburg (virtuell), August 3, 2020 - August 7, 2020)
Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
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Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Learning-based misalignment detection for 2-D/3-D overlays
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_52
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Schaffert R., Weiß M., Wang J., Borsdorf A., Maier A.:
Learning-based correspondence estimation for 2-D/3-D registration
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, DEU, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_50
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Schirrmacher F., Lorch B., Stimpel B., Köhler T., Riess C.:
SR²: Super-Resolution With Structure-Aware Reconstruction
2020 IEEE International Conference on Image Processing (ICIP) (Online, October 25, 2020 - October 28, 2020)
DOI: 10.1109/ICIP40778.2020.9191253
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2020-Schirrmacher-SR2.pdf
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Schottenhamml J., Ploner S., Moult E., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Fully automatic separation of three capillary plexuses in the macular region
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (ONLINE, May 1, 2020 - May 7, 2020)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2020
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Schröter H., Rosenkranz T., Escalante Banuelos A., Aubreville M., Maier A.:
CLCNet: Deep learning-based noise reduction for hearing aids using complex linear coding
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, May 4, 2020 - May 8, 2020)
In: ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
DOI: 10.1109/icassp40776.2020.9053563
URL: https://rikorose.github.io/CLCNet-audio-samples.github.io/
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Schröter H., Rosenkranz T., Escalante Banuelos A., Zobel P., Maier A.:
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks
INTERSPEECH 2020 (Shanghai, October 25, 2020 - October 29, 2020)
In: INTERSPEECH 2020 2020
DOI: 10.21437/interspeech.2020-1131
URL: https://arxiv.org/abs/2006.13067
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Schuller B., Batliner A., Bergler C., Messner EM., Hamilton A., Amiriparian S., Baird A., Rizos G., Schmitt M., Stappen L., Baumeister H., MacIntyre AD., Hantke S.:
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks
21th Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing, INTERSPEECH 2020 (Shanghai, China, October 25, 2020 - October 29, 2020)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2020 2020
DOI: 10.21437/Interspeech.2020-0032
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Seifer AK., Schinkel-Bielefeld N., Schröter H., Escalante Banuelos A., Hoppe U., Maier A.:
Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach
Virtual Conference on Computational Audiology (VCCA2020) (Virtual, June 19, 2020 - June 19, 2020)
In: Virtual Conference on Computational Audiology (VCCA2020) 2020
URL: https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/
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Seuret M., Nicolaou A., Stutzmann D., Maier A., Christlein V.:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments
17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, September 8, 2020 - September 10, 2020)
DOI: 10.1109/ICFHR2020.2020.00048
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Sindel A., Maier A., Christlein V.:
Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks
2020 IEEE International Conference on Image Processing (ICIP 2020) (Online (Abu Dhabi, United Arab Emirates), October 25, 2020 - October 28, 2020)
DOI: 10.1109/ICIP40778.2020.9191117
URL: https://www.researchgate.net/publication/346488040_Art2Contour_Salient_Contour_Detection_in_Artworks_Using_Generative_Adversarial_Networks
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Sindel A., Maier A., Christlein V.:
A Visualization Tool for Image Fusion of Artworks
25th International Conference on Cultural Heritage and New Technologies (Online (Vienna, Austria), November 4, 2020 - November 6, 2020)
URL: https://archiv.chnt.at/wp-content/uploads/A-Visualization-Tool-for-Image-Fusion-of-Artworks.pdf
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Taubmann O., Li J., Denzinger F., Eibenberger E., Müller F., Brejnebøl M., Maier A.:
Automatic Detection of Free Intra-Abdominal Air in Computed Tomography
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59713-9
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Thamm F., Jürgens M., Ditt H., Maier A.:
VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data
Eurographics Workshop on Visual Computing for Biology and Medicine (Uni Tübingen, September 28, 2020 - October 1, 2020)
In: K. Nieselt and R. G. Raidou (ed.): Eurographics Workshop on Visual Computing for Biology and Medicine 2020
DOI: 10.2312/vcbm.20201181
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Vasquez Correa J., Bocklet T., Orozco Arroyave JR., Nöth E.:
Comparison of User Models Based on GMM-UBM and I-Vectors for Speech, Handwriting, and Gait Assessment of Parkinson’s Disease Patients
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, May 4, 2020 - May 8, 2020)
DOI: 10.1109/ICASSP40776.2020.9054348
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Venator M., Shen F., Aklanoglu S., Bruns E., Diepold K., Maier A.:
Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation
The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020 (Snowmass Village, Colorado, March 1, 2020 - March 5, 2020)
In: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) 2020
DOI: 10.1109/WACV45572.2020.9093401
URL: https://ieeexplore.ieee.org/abstract/document/9093401
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Weichselbaumer N., Seuret M., Limbach S., Hinrichsen L., Maier A., Christlein V.:
The rapid rise of Fraktur
7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum (Paderborn, March 2, 2020 - March 6, 2020)
DOI: 10.5281/zenodo.3666690
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Würfl T., Maass N., Dennerlein F., Maier A.:
Projective Reconstruction of Acquisition Geometry without Point Correspondences
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online meeting, August 3, 2020 - August 7, 2020)
In: Proceedings of the 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
Open Access: https://ct-meeting.org/?p=program
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Xu Y., Hoppe E., Speier P., Kluge T., Nittka M., Koerzdoerfer G., Maier A.:
Learning how to Clean Fingerprints -- Deep Learning based Separated Artefact Reduction and Regression for MR Fingerprinting
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
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Xu Y., Hoppe E., Speier P., Kluge T., Nittka M., Koerzdoerfer G., Maier A.:
Learning how to Clean Fingerprints -- Deep Learning based Separated Artefact Reduction and Regression for MR Fingerprinting
ISMRM Workshop on Data Sampling & Image Reconstruction (Sedona, January 26, 2020 - January 29, 2020)
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Yoon SS., Hoppe E., Schmidt M., Forman C., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
A Robust Deep-Learning-based Automated Cardiac Resting Phase Detection: Validation in a Prospective Study
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
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Yoon SS., Schmidt M., Wintersperger BJ., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
Automated Deep-Learning-based Inversion Time Selection for Cardiac Late Gadolinium Enhancement Imaging
International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
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Zaech JN., Gao C., Bier B., Taylor R., Maier A., Navab N., Unberath M.:
Abstract: Learning to avoid poor images: towards task-aware c-arm cone-beam ct trajectories
International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
DOI: 10.1007/978-3-658-29267-6_39
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Patents

No patents found.

Talks

Hendrik Schröter: Deep learning-based noise reduction for hearing aids using Complex Linear Coding
(Speech / Talk)
February 17, 2020, Event: Pattern Recognition Symposium (PRS) winter term 2020