2024 - Pattern Recognition Lab

Dissertations

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Monographs

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Journal articles

Albasu FB., Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Dorosinsky L., Constable P., Al-masni M., Maier A.:
Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques
In: Bioengineering 11 (2024), Article No.: 866
ISSN: 2306-5354
DOI: 10.3390/bioengineering11090866
BibTeX: Download
Arias Vergara T., Madill C., Nguyen D., Holik J., Döllinger M.:
VOAT: Voice Onset Analysis Tool
In: SoftwareX 27 (2024), Article No.: 101802
ISSN: 2352-7110
DOI: 10.1016/j.softx.2024.101802
BibTeX: Download
Aubreville M., Stathonikos N., Donovan TA., Klopfleisch R., Ammeling J., Ganz J., Wilm F., Veta M., Jabari S., Eckstein M., Annuscheit J., Krumnow C., Bozaba E., Çayır S., Gu H., Chen X‘., Jahanifar M., Shephard A., Kondo S., Kasai S., Kotte S., Saipradeep VG., Lafarge MW., Koelzer VH., Wang Z., Zhang Y., Yang S., Wang X., Breininger K., Bertram CA.:
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
In: Medical Image Analysis 94 (2024), Article No.: 103155
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103155
BibTeX: Download
Büter R., Han JJ., Acar A., Li Y., Puentes PR., Soberanis-Mukul RD., Gupta I., Bhowmick J., Ghazi A., Maier A., Unberath M., Wu JY.:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration
In: Journal of Medical Robotics Research (2024), Article No.: 2440001
ISSN: 2424-905X
DOI: 10.1142/S2424905X24400014
BibTeX: Download
Chacon AM., Nguyen DD., Holik J., Döllinger M., Arias Vergara T., Arias-Vergara T., Madill CJ.:
Vowel onset measures and their reliability, sensitivity and specificity: A systematic literature review
In: PLoS ONE 19 (2024), p. e0301786-
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0301786
BibTeX: Download
Das BK., Zhao G., Islam S., Re TJ., Comaniciu D., Maier A., Gibson E.:
Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis
In: Scientific Reports 14 (2024), Article No.: 9380
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59813-x
BibTeX: Download
Gomaa A., Huang Y., Hagag A., Schmitter C., Höfler D., Weissmann T., Breininger K., Schmidt M., Stritzelberger J., Delev D., Coras R., Dörfler A., Schnell O., Frey B., Gaipl U., Semrau S., Bert C., Hau P., Fietkau R., Putz F.:
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
In: Neuro-Oncology Advances (2024)
ISSN: 2632-2498
DOI: 10.1093/noajnl/vdae122
BibTeX: Download
Hagen F., Vorberg L., Thamm F., Ditt H., Maier A., Brendel JM., Ghibes P., Bongers MN., Krumm P., Nikolaou K., Horger M.:
Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
In: International Journal of Cardiovascular Imaging (2024)
ISSN: 1569-5794
DOI: 10.1007/s10554-024-03222-8
BibTeX: Download
Heger L., Heidkamp GF., Amon L., Nimmerjahn F., Bäuerle T., Maier A., Erber R., Hartmann A., Hack C., Rübner M., Hübner H., Fasching P., Beckmann M., Dudziak D.:
Unbiased high-dimensional flow cytometry identified NK and DC immune cell signature in Luminal A-type and triple negative breast cancer
In: OncoImmunology 13 (2024), Article No.: 2296713
ISSN: 2162-4011
DOI: 10.1080/2162402X.2023.2296713
BibTeX: Download
Huang Y., Bert C., Gomaa A., Fietkau R., Maier A., Putz F.:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration
In: IEEE Access (2024), p. 1-16
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3431885
BibTeX: Download
Huang Y., Gomaa A., Höfler D., Schubert P., Gaipl U., Frey B., Fietkau R., Bert C., Putz F.:
Principles of artificial intelligence in radiooncology
In: Strahlentherapie und Onkologie (2024), p. 1-30
ISSN: 0179-7158
DOI: 10.1007/s00066-024-02272-0
BibTeX: Download
Huang Y., Khodabakhshi Z., Gomaa A., Schmidt M., Fietkau R., Guckenberger M., Andratschke N., Bert C., Tanadini-Lang S., Putz F.:
Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation
In: Radiotherapy and Oncology (2024), p. 1-10
ISSN: 0167-8140
DOI: 10.1016/j.radonc.2024.110410
BibTeX: Download
Huijben EM., Terpstra ML., Galapon AJ., Pai S., Thummerer A., Koopmans P., Afonso M., van Eijnatten M., Gurney-Champion O., Chen Z., Zhang Y., Zheng K., Li C., Pang H., Ye C., Wang R., Song T., Fan F., Qiu J., Huang Y., Ha J., Sung Park J., Alain-Beaudoin A., Bériault S., Yu P., Guo H., Huang Z., Li G., Zhang X., Fan Y., Liu H., Xin B., Nicolson A., Zhong L., Deng Z., Müller-Franzes G., Khader F., Li X., Zhang Y., Hémon C., Boussot V., Zhang Z., Wang L., Bai L., Wang S., Mus D., Kooiman B., Sargeant CA., Henderson EG., Kondo S., Kasai S., Karimzadeh R., Ibragimov B., Helfer T., Dafflon J., Chen Z., Wang E., Perko Z., Maspero M.:
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
In: Medical Image Analysis 97 (2024), Article No.: 103276
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103276
BibTeX: Download
Husvogt L., Yaghy A., Camacho A., Lam K., Schottenhamml J., Ploner S., Fujimoto JG., Waheed NK., Maier A.:
Ensembling U-Nets for microaneurysm segmentation in optical coherence tomography angiography in patients with diabetic retinopathy
In: Scientific Reports 14 (2024), Article No.: 21520
ISSN: 2045-2322
DOI: 10.1038/s41598-024-72375-2
URL: https://rdcu.be/dT0FK
BibTeX: Download
Islam S., Murthy VN., Neumann D., Das BK., Sharma P., Maier A., Comaniciu D., Ghesu FC.:
Self-supervised learning for interventional image analytics: toward robust device trackers
In: Journal of Medical Imaging 11 (2024), Article No.: 035001
ISSN: 2329-4310
DOI: 10.1117/1.JMI.11.3.035001
BibTeX: Download
Kapsner L., Folle L., Hadler D., Eberle J., Balbach E., Liebert A., Ganslandt T., Wenkel E., Ohlmeyer S., Uder M., Bickelhaupt S.:
Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model
In: Scientific Reports 14 (2024), Article No.: 6391
ISSN: 2045-2322
DOI: 10.1038/s41598-024-56853-1
BibTeX: Download
Kershenbaum A., Akçay Ç., Babu‐Saheer L., Barnhill A., Best P., Cauzinille J., Clink D., Dassow A., Dufourq E., Growcott J., Markham A., Marti‐Domken B., Marxer R., Muir J., Reynolds S., Root‐Gutteridge H., Sadhukhan S., Schindler L., Smith BR., Stowell D., Wascher CA., Dunn JC.:
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists
In: Biological Reviews (2024)
ISSN: 1464-7931
DOI: 10.1111/brv.13155
BibTeX: Download
Kulyabin M., Constable P., Zhdanov A., Lee I., Thompson DA., Maier A.:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification
In: IEEE Access 12 (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3386638
URL: https://ieeexplore.ieee.org/abstract/document/10495056
BibTeX: Download
Kulyabin M., Kremers J., Holbach V., Maier A., Huchzermeyer C.:
Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms
In: Scientific Reports 14 (2024), p. 24853
ISSN: 2045-2322
DOI: 10.1038/s41598-024-76943-4
BibTeX: Download
Kulyabin M., Zhdanov A., Maier A., Loh L., Estevez JJ., Constable P.:
Generating Synthetic Light-Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under-Represented Populations
In: Journal of Ophthalmology (2024), Article No.: 1990419
ISSN: 2090-004X
DOI: 10.1155/2024/1990419
URL: https://onlinelibrary.wiley.com/doi/10.1155/2024/1990419
BibTeX: Download
Kulyabin M., Zhdanov A., Nikiforova A., Stepichev A., Kuznetsova A., Ronkin M., Borisov V., Bogachev A., Korotkich S., Constable P., Maier A.:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
In: Scientific Data (2024), Article No.: 365
ISSN: 2052-4463
DOI: 10.1038/s41597-024-03182-7
URL: https://www.nature.com/articles/s41597-024-03182-7
BibTeX: Download
Kulyabin M., Zhdanov A., Pershin A., Sokolov G., Nikiforova A., Ronkin M., Borisov V., Maier A.:
Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers
In: Bioengineering (2024), p. 13
ISSN: 2306-5354
DOI: 10.3390/bioengineering11090940
BibTeX: Download
Liu C., Klein L., Huang Y., Baader E., Lell MM., Kachelrieß M., Maier A.:
Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
In: Scientific Reports 14 (2024), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59731-y
URL: https://www.nature.com/articles/s41598-024-59731-y
BibTeX: Download
Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
A digital twin to overcome long-time challenges in photovoltaics
In: Joule 8 (2024), p. 1-17
ISSN: 2542-4351
DOI: 10.1016/j.joule.2023.12.010
BibTeX: Download
Ma J., Wu F., Li C., Tang C., Zhang J., Xu Z., Li M., Liu D.:
G2EMOT: Guided Embedding Enhancement for Multiple Object Tracking in Complex Scenes
In: IEEE Transactions on Instrumentation and Measurement 73 (2024), p. 1-14
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3449952
URL: https://ieeexplore.ieee.org/document/10653748
BibTeX: Download
Martín Vicario C., Rodriguez Salas D., Maier A., Hock S., Kuramatsu J., Kallmünzer B., Thamm F., Taubmann O., Ditt H., Schwab S., Dörfler A., Mühlen I.:
Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy
In: Scientific Reports 14 (2024), Article No.: 5544
ISSN: 2045-2322
DOI: 10.1038/s41598-024-55761-8
BibTeX: Download
Mattick A., Mayr M., Seuret M., Kordon F., Wu F., Christlein V.:
Evaluating learned feature aggregators for writer retrieval
In: International Journal on Document Analysis and Recognition 27 (2024), p. 265-274
ISSN: 1433-2833
DOI: 10.1007/s10032-024-00482-x
BibTeX: Download
Maul N., Birkhold A., Wagner F., Thies M., Rohleder M., Berg P., Kowarschik M., Maier A.:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction
In: Computers in Biology and Medicine 182 (2024), Article No.: 109178
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2024.109178
BibTeX: Download
Nguyen TT., Folle L., Bayer T.:
Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence
In: European Radiology Experimental 8 (2024), Article No.: 30
ISSN: 2509-9280
DOI: 10.1186/s41747-024-00433-5
BibTeX: Download
Oetter N., Pröll J., Sievert M., Goncalves M., Rohde M., Nobis CP., Knipfer C., Aubreville M., Pan Z., Breininger K., Maier A., Kesting MR., Stelzle F.:
Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study
In: Clinical Oral Investigations 28 (2024), Article No.: 266
ISSN: 1432-6981
DOI: 10.1007/s00784-024-05664-9
BibTeX: Download
Okolie A., Dirrichs T., Huck L., Nebelung S., Tayebi Arasteh S., Nolte T., Han T., Kuhl CK., Truhn D.:
Accelerating breast MRI acquisition with generative AI models
In: European Radiology (2024)
ISSN: 0938-7994
DOI: 10.1007/s00330-024-10853-x
BibTeX: Download
Pfaff L., Darwish O., Wagner F., Thies M., Vysotskaya N., Hoßbach J., Weiland E., Benkert T., Eichner C., Nickel D., Wuerfl T., Maier A.:
Enhancing diffusion-weighted prostate MRI through self-supervised denoising and evaluation
In: Scientific Reports 14 (2024), Article No.: 24292
ISSN: 2045-2322
DOI: 10.1038/s41598-024-75007-x
BibTeX: Download
Privalov M., Kordon F., Kunze H., Beisemann N., Vetter SY., Franke J., Grützner PA., Swartman B.:
Software‐based method for automated intraoperative planning of Schoettle Point in surgical medial patellofemoral ligament reconstruction: A comparative validation study
In: International Journal of Medical Robotics and Computer Assisted Surgery 20 (2024)
ISSN: 1478-5951
DOI: 10.1002/rcs.2607
BibTeX: Download
Putz F., Haderlein M., Lettmaier S., Semrau S., Fietkau R., Huang Y.:
Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support
In: International Journal of Radiation Oncology Biology Physics 118 (2024), p. 900-904
ISSN: 0360-3016
DOI: 10.1016/j.ijrobp.2023.11.062
BibTeX: Download
Ravi A., Bernhardt P., Hoffmann M., Obler R., Nguyen C., Berting A., Chapot R., Maier A.:
Optimizing neurointerventional procedures: an algorithm for embolization coil detection and automated collimation to enable dose reduction
In: Journal of Medical Imaging 11 (2024), Article No.: 044003
ISSN: 2329-4310
DOI: 10.1117/1.JMI.11.4.044003
BibTeX: Download
Rivera Monroy L., Rist L., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03277-x
BibTeX: Download
Rivera Monroy L., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
Multi-level cancer profiling through joint cell-graph representations
In: Smart Health 32 (2024), p. 100470
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2024.100470
BibTeX: Download
Rohleder M., Thies M., Riedl S., Bullert B., Gierse J., Privalov M., Mandelka E., Vetter S., Maier A., Kreher B.:
An interactive task-based method for the avoidance of metal artifacts in CBCT
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03103-4
BibTeX: Download
Schieber H., Demir K., Kleinbeck C., Yang SH., Roth D.:
Indoor Synthetic Data Generation: A Systematic Review
In: Computer Vision and Image Understanding 240 (2024), Article No.: 103907
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2023.103907
BibTeX: Download
Schilling A., Gerum R., Böhm C., Rasheed J., Metzner C., Maier A., Reindl C., Hamer H., Krauß P.:
Deep learning based decoding of single local field potential events
In: NeuroImage 297 (2024), Article No.: 120696
ISSN: 1053-8119
DOI: 10.1016/j.neuroimage.2024.120696
BibTeX: Download
Schilling A., Krauß P.:
The Bayesian brain: world models and conscious dimensions of auditory phantom perception
In: Journal of Neurophysiology 132 (2024), p. 317-318
ISSN: 0022-3077
DOI: 10.1152/jn.00263.2024
BibTeX: Download
Schlereth M., Yalcin-Mutlu M., Utz J., Bayat S., Heimann T., Qiu J., Ehring C., Liu C., Uder M., Kleyer A., Simon D., Roemer F., Schett G., Breininger K., Fagni F.:
Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis
In: RMD Open 10 (2024)
ISSN: 2056-5933
DOI: 10.1136/rmdopen-2024-004273
BibTeX: Download
Schneider LS., Krauß P., Schiering N., Syben C., Schielein R., Maier A.:
Data-driven modeling in metrology - A short introduction, current developments and future perspectives
In: Technisches Messen 91 (2024), p. 480-503
ISSN: 0171-8096
DOI: 10.1515/teme-2024-0004
BibTeX: Download
Schottenhamml J., Würfl T., Ploner S., Husvogt L., Lämmer R., Hohberger B., Maier A., Mardin CY.:
Glaucoma detection using non-perfused areas in OCTA
In: Scientific Reports 14 (2024), Article No.: 10306
ISSN: 2045-2322
DOI: 10.1038/s41598-024-60839-4
BibTeX: Download
Schottenhamml J., Würfl T., Ploner S., Husvogt L., Lämmer R., Hohberger B., Maier A., Mardin CY.:
Impact of acquisition area on deep-learning-based glaucoma detection in different plexuses in OCTA
In: Scientific Reports 14 (2024), Article No.: 20414
ISSN: 2045-2322
DOI: 10.1038/s41598-024-71235-3
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Schraut T., Schützenberger A., Arias Vergara T., Kunduk M., Echternach M., Döllinger M.:
Machine learning based estimation of hoarseness severity using sustained vowelsa)
In: Journal of the Acoustical Society of America 155 (2024), p. 381-395
ISSN: 0001-4966
DOI: 10.1121/10.0024341
BibTeX: Download
Stathonikos N., Aubreville M., de Vries S., Wilm F., Bertram CA., Veta M., van Diest PJ.:
Breast cancer survival prediction using an automated mitosis detection pipeline
In: Journal of Pathology: Clinical Research 10 (2024), Article No.: e70008
ISSN: 2056-4538
DOI: 10.1002/2056-4538.70008
BibTeX: Download
Sukowski F., Rauch D., Schielein R., Schön T., Waldyra A., Fries M., Maier A., Schneider LS., Herl G., Wittl S., Zabler S., Zeitel S., Bissels J., Becker C.:
SmartCT - Development of AI based methods for automation of RoboCT scan procedures
In: e-Journal of Nondestructive Testing 29 (2024)
DOI: 10.58286/29232
BibTeX: Download
Tayebi Arasteh S., Arias-Vergara T., Perez Toro PA., Weise T., Packhäuser K., Schuster M., Nöth E., Maier A., Yang SH.:
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
In: Communications Medicine 4 (2024), Article No.: 182
ISSN: 2730-664X
DOI: 10.1038/s43856-024-00609-5
BibTeX: Download
Tayebi Arasteh S., Han T., Lotfinia M., Kuhl C., Jakob Nikolas K., Truhn D., Nebelung S.:
Large language models streamline automated machine learning for clinical studies
In: Nature Communications 15 (2024), p. 1603 (non-FAU publication)
ISSN: 2041-1723
DOI: 10.1038/s41467-024-45879-8
BibTeX: Download
Tayebi Arasteh S., Lotfinia M., Nolte T., Saehn MJ., Isfort P., Kuhl C., Nebelung S., Kaissis G., Truhn D.:
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs
In: Radiology: Artificial Intelligence 6 (2024), p. e230212 (non-FAU publication)
ISSN: 2638-6100
DOI: 10.1148/ryai.230212
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Tayebi Arasteh S., Ziller A., Kuhl C., Makowski MR., Nebelung S., Braren R., Rueckert D., Truhn D., Kaissis G.:
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
In: Communications Medicine 4 (2024), Article No.: 46
ISSN: 2730-664X
DOI: 10.1038/s43856-024-00462-6
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Thamm A., Thamm F., Wiedemann M., Bretschneider J., Sikorska M., Maier A.:
Deep learning based drill wear segmentation and analysis of the wear progress
In: International Journal on Interactive Design and Manufacturing (2024)
ISSN: 1955-2513
DOI: 10.1007/s12008-024-02045-0
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Thies M., Wagner F., Maul N., Yu H., Goldmann M., Schneider LS., Gu M., Mei S., Folle L., Preuhs A., Manhart M., Maier A.:
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT
In: IEEE Transactions on Medical Imaging (2024), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2024.3474250
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Wang Z., Yu H., Huang Y., Wang S., Ni S., Li Z., Deng Z., Liu F., Cui J.:
BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction
In: IEEE Transactions on Instrumentation and Measurement (2024), p. 1-14
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3428633
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Wittmann E., Buerhop-Lutz C., Christlein V., Hauch J., Brabec C., Peters IM.:
The Voltage-Ear – An Anomaly in photovoltaic systems with undersized inverters
In: IEEE Photonics Journal (2024), p. 1-6
ISSN: 1943-0655
DOI: 10.1109/JPHOT.2024.3430029
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Won J., Takahashi H., Ploner S., Karbole W., Abu-Qamar O., Yaghy A., Marmalidou A., Kaiser S., Hwang Y., Lin J., Witkin A., Desai S., Baumal CR., Maier A., Curcio CA., Waheed NK., Fujimoto JG.:
Topographic Measurement of the Subretinal Pigment Epithelium Space in Normal Aging and Age-Related Macular Degeneration Using High-Resolution OCT
In: Investigative Ophthalmology & Visual Science 65 (2024), Article No.: 18
ISSN: 0146-0404
DOI: 10.1167/iovs.65.10.18
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Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
Contextual HookFormer for Glacier Calving Front Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 62 (2024), p. 1-15
ISSN: 0196-2892
DOI: 10.1109/TGRS.2024.3368215
URL: https://ieeexplore.ieee.org/document/10440599
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Yu H., Liu C., Thies M., Wagner F., Wang A., Zhang G., Huang Y., Liu F., Maier A.:
Reducing penumbral blur in computed tomography by learning the inverse finite focal spot model
In: Optics Express 32 (2024), p. 23674-23686
ISSN: 1094-4087
DOI: 10.1364/OE.527304
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Yu H., Ni S., Thies M., Wagner F., Huang Y., Liu F., Maier A.:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution
In: IEEE Transactions on Instrumentation and Measurement 73 (2024), p. 1-11
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3385839
URL: https://ieeexplore.ieee.org/document/10494784
BibTeX: Download
Zeiser FA., da Costa CA., de Oliveira Ramos G., Maier A., da Rosa Righi R.:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions
In: Expert Systems With Applications 255 (2024), Article No.: 124644
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124644
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Zinnen M., Christlein V.:
Odeuropa und der Duft der Bilder
In: Schönere Heimat (2024), p. 225-229
ISSN: 0177-4492
URL: https://heimat-bayern-kaufladen.de/Schoenere-Heimat-2024-Heft-3/SW10437
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(Zeitungsartikel)
Zinnen M., Madhu P., Leemans I., Bell P., Hussian A., Tran TMH., Hürriyetoğlu A., Maier A., Christlein V.:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
In: Expert Systems With Applications 255, Part B (2024), Article No.: 124576
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124576
BibTeX: Download

Articles in Conference Proceedings

Aubreville M., Pan Z., Sievert M., Ammeling J., Ganz J., Oetter N., Stelzle F., Frenken AK., Breininger K., Goncalves M.:
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_42
BibTeX: Download
Augustin L., Wagner F., Thies M., Maier A.:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_80
BibTeX: Download
Barnhill A., Nöth E., Maier A., Bergler C.:
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement
25th Annual Conference of the International Speech Communication Association, INTERSPEECH 2024 (Kos, Greece, September 1, 2024 - September 5, 2024)
In: Proceedings of the Annual Conference of the International Speech Communication Association 2024
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Barnhill A., Towers JR., Nöth E., Maier A., Bergler C.:
Utilizing Deep Incomplete Classifiers To Implement Semantic Clustering For Killer Whale Photo Identification Data
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
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Basak P., Ramachandran A., Maier A., Bayer S.:
Unveiling Consumer Behavior in District Heating Network: A Contrastive Learning Approach to Clustering
SESAAU2024 – Smart Energy Systems Conference (Aalborg, Denmark, September 10, 2024 - September 11, 2024)
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Bayer S., Sun Y., Maier A., Hoffmann J.:
Antitrust Regulation in the Era of Digital Market - A new perspective considering covert channel and artificial intelligence with technical demonstration
TilTing Perspectives 2024 (Tilburg, Netherlands, July 8, 2024 - July 10, 2024)
Open Access: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
URL: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
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Bhandary Panambur A., Madhu P., Bayer S., Maier A.:
Enhancing downstream classification of breast abnormalities in contrast enhanced spectral mammography using a neighborhood representation loss
SPIE Medical Imaging 2024 (San Diego, February 18, 2024 - February 23, 2024)
In: Weijie Chen, Susan M. Astley (ed.): Medical Imaging 2024: Computer-Aided Diagnosis 2024
DOI: 10.1117/12.3004102
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Bhandary Panambur A., Yu H., Bhat S., Madhu P., Bayer S., Maier A.:
Attention-guided Erasing
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_8
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Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Vandoorne K., Freiman M.:
T2 Distribution Analysis of Inflamed Bone Marrow Compartments in MR Images with Quantitative T2-mapping
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, May 4, 2024 - May 9, 2024)
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Dreier MN., Gourmelon N., Koch M., Seehaus T., Braun M., Maier A., Christlein V.:
A Benchmark Dataset for Radio Echo Sounding Data
European Geosciences Union 2024 (Wien, April 14, 2024 - April 19, 2024)
DOI: 10.5194/egusphere-egu24-11310
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El-Zein B., Eckert D., Weber T., Rohleder M., Ritschl L., Kappler S., Maier A.:
A Realistic Collimated X-Ray Image Simulation Pipeline
3rd International Workshop on Data Augmentation, Labeling, and Imperfections, DALI 2023 in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 (Vancouver, BC, October 12, 2023 - October 12, 2023)
In: Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-58171-7_14
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Fan F., Qiu J., Huang Y., Maier A.:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.05982
URL: https://arxiv.org/pdf/2409.05982
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Gallo-Aristizábal JD., Escobar-Grisales D., Ríos-Urrego CD., Nöth E., Orozco-Arroyave JR.:
Automatic Classification of Parkinson’s Disease Using Wav2vec Embeddings at Phoneme, Syllable, and Word Levels
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, September 9, 2024 - September 13, 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_27
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Goldmann M., Manhart M., Preuhs A., Goldmann F., Kowarschik M., Maier A.:
OrdinalNet: A Deep Learning-based Relative Image Quality Metric for Motion Compensation in CBCT
2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, FL, October 26, 2024 - November 2, 2024)
In: IEEE (ed.): IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), New York, USA: 2024
DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656155
URL: https://ieeexplore.ieee.org/document/10656155
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Hernandez A., Perez Toro PA., Arias-Vergara T., Vasquez-Correa JC., Yang SH., Orozco-Arroyave JR., Maier A.:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, September 9, 2024 - September 13, 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_14
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Huang H., Zinnen M., Liu S., Maier A., Christlein V.:
Scene Classification on Fine Arts with Style Transfer
SUMAC '24: 6th workshop on the analySis, Understanding and proMotion of heritAge Contents
In: SUMAC '24: Proceedings of the 6th workshop on the analySis, Understanding and proMotion of heritAge Contents 2024
DOI: 10.1145/3689094.3689468
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Huang Y., Fan F., Gomaa A., Maier A., Fietkau R., Bert C., Putz F.:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.08800
URL: https://arxiv.org/pdf/2409.08800
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Hussian A., Zinnen M., Tran TMH., Maier A., Christlein V.:
Gesture Classification in Artworks Using Contextual Image Features
Digital Humanities Conference 2024 (The Roy Rosenzweig Center for History and New Media, Arlington, August 6, 2024 - August 9, 2024)
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Karbole W., Ploner S., Won J., Marmalidou A., Takahashi H., Waheed NK., Fujimoto JG., Maier A.:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_90
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Khun Jush F., Dueppenbecker PM., Maier A.:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_8
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Kordon F., Weichselbaumer N., Herz R., van der Loop J., Mossman S., Potten E., Seuret M., Mayr M., Wu F., Christlein V.:
fang: Fast Annotation of Glyphs in Historical Printed Documents
16th IAPR International Workshop on Document Analysis Systems, DAS 2024 (Athens, August 30, 2024 - August 31, 2024)
In: Giorgos Sfikas, George Retsinas (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70442-0_23
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Kulyabin M., Sindel A., Pedersen H., Gilson S., Baraas R., Maier A.:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
URL: https://arxiv.org/abs/2408.14810
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Kulyabin M., Sokolov G., Galaida A., Maier A., Arias Vergara T.:
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
URL: https://arxiv.org/abs/2405.16115
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Leipert M., Herl G., Zabler S., Maier A.:
Volumetric Instance Detection for Overlapping Shoes in Computed Tomography
13th Conference on Industrial Computed Tomography (Wels, February 6, 2024 - February 9, 2024)
DOI: 10.58286/29229
URL: https://www.ndt.net/search/docs.php3?id=29229
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Liu C., Fan F., Schwarz A., Maier A.:
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, October 6, 2024 - October 10, 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-72111-3_14
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Lopez-Santander DA., David Rios-Urrego C., Bergler C., Nöth E., Orozco-Arroyave JR.:
Robust Classification of Parkinson’s Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, September 9, 2024 - September 13, 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_22
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Ma J., Tang C., Wu F., Zhao C., Zhang J., Xu Z.:
STCMOT: Spatio-Temporal Cohesion Learning for UAV-Based Multiple Object Tracking
2024 IEEE International Conference on Multimedia and Expo (ICME) (Niagara Falls, ON, Canada, July 15, 2024 - July 19, 2024)
In: IEEE International Conference on Multimedia and Expo (ICME) 2024
DOI: 10.1109/ICME57554.2024.10688174
URL: https://ieeexplore.ieee.org/document/10688174
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Mei S., Fan F., Wagner F., Thies M., Gu M., Sun Y., Maier A.:
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2404.03541
URL: https://arxiv.org/pdf/2404.03541
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Nau M., Vija AH., Reymann M., Gohn W., Maier A.:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies
German Conference on Medical Image Computing - Bildverarbeitung für die Medizin (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_3
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Packhäuser K., Folle L., Nguyen TT., Thamm F., Maier A.:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_12
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Patoliya V., Zinnen M., Maier A., Christlein V.:
Smell and emotion: Recognising emotions in smell-related artworks.
Digital Humanities Conference 2024 (Roy Rosenzweig Center for History and the New Media, Arlington, USA, August 6, 2024 - August 9, 2024)
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Patoliya V., Zinnen M., Maier A., Christlein V.:
Smell and Emotion: Recognising Emotions in Smell-Related Artworks
Digital Humanities Conference 2024 (Washington DC, August 6, 2024 - August 10, 2024)
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Perez Toro PA., Dineley J., Kaczkowska A., Conde P., Zhang Y., Matcham F., Siddi S., Haro JM., Bruce S., Wykes T., Bailón R., Vairavan S., Dobson RJ., Maier A., Nöth E., Orozco Arroyave JR., Narayan VA., Hotopf M., Cummins N.:
LONGITUDINAL MODELING OF DEPRESSION SHIFTS USING SPEECH AND LANGUAGE
49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 (Seoul, KOR, April 14, 2024 - April 19, 2024)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2024
DOI: 10.1109/ICASSP48485.2024.10447195
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Ramachandran A., Mousa H., Maier A., Bayer S.:
A Week Ahead Water Demand Forecasting using Convolutional Neural Network on Multi-Channel Wavelet Scalogram
WDSA CCWI 2024 - 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (University of Ferrara, Ferrara, Italy, July 1, 2024 - July 5, 2024)
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Rist L., Homm C., Lades F., Hernandez AA., Sühling M., Gudman Steuble Brandt E., Maier A., Taubmann O.:
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge
First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, Cham: 2024
DOI: 10.1007/978-3-031-73483-0_5
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Rivera Monroy L., Rist L., Eberhardt M., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
DOI: 10.1007/978-3-658-44037-4_49
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Rodriguez Salas D., Rieß C., Martín Vicario C., Taubmann O., Ditt H., Schwab S., Dörfler A.:
Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy
28th Annual Conference on Medical Image Understanding and Analysis (Manchester, July 24, 2024 - September 26, 2024)
In: Moi Hoon Yap, Connah Kendrick, Ardhendu Behera, Timothy Cootes, Reyer Zwiggelaar (ed.): Medical Image Understanding and Analysis. 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, Part II, Cham: 2024
DOI: 10.1007/978-3-031-66958-3_15
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Schneider LS., Herl G., Maier A.:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation
CT Meeting 2024 (Bamberg, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2402.10223
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Sharma P., Katrolia JS., Rambach J., Mirbach B., Stricker D.:
Achieving RGB-D Level Segmentation Performance from a Single ToF Camera
13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024 (Rome, ITA, February 24, 2024 - February 26, 2024)
In: Modesto Castrillon-Santana, Maria De Marsico, Ana Fred (ed.): International Conference on Pattern Recognition Applications and Methods 2024
DOI: 10.5220/0012265100003654
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Shetty K., Birkhold A., Egger B., Jaganathan S., Strobel N., Kowarschik M., Maier A.:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_9
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Sun Y., Schneider LS., Fan F., Thies M., Gu M., Mei S., Zhou Y., Bayer S., Maier A.:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
(2024)
DOI: 10.48550/arXiv.2401.16039
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Thies M., Maul N., Mei S., Pfaff L., Vysotskaya N., Gu M., Utz J., Possart D., Folle L., Wagner F., Maier A.:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Cham: 2024
DOI: 10.1007/978-3-031-72104-5_25
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Thies M., Wagner F., Gu M., Mei S., Huang Y., Pechmann S., Aust O., Weidner D., Neag G., Uderhardt S., Schett G., Christiansen S., Maier A.:
Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_60
URL: https://arxiv.org/abs/2303.00449
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Thies M., Wagner F., Maul N., Mei S., Gu M., Pfaff L., Vysotskaya N., Yu H., Maier A.:
On the influence of smoothness constraints in computed tomography motion compensation
8th International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting) (Bamberg, August 5, 2024 - August 9, 2024)
URL: https://www.ct-meeting.org/?p=program
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Vorberg L., Taubmann O., Ditt H., Maier A.:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_72
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Vysotskaya N., Maul N., Fusco A., Hazra S., Harnisch J., Arias Vergara T., Maier A.:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, April 14, 2024 - April 19, 2024)
In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2024
DOI: 10.1109/ICASSP48485.2024.10446988
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Wang T., Liu C., Rist L., Maier A.:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_76
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Wilm F., Reimann MK., Taubmann O., Mühlberg A., Breininger K.:
Appearance-based Debiasing of Deep Learning Models in Medical Imaging
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_9
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Ye C., Schneider LS., Sun Y., Maier A.:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm
(2024)
DOI: 10.48550/arXiv.2403.00426
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Yuan Y., Schneider LS., Maier A.:
Application of Gated Recurrent Units for CT Trajectory Optimization
(2024)
DOI: 10.48550/arXiv.2405.09333
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Zaiß M., Rajput JR., Dang HN., Golkov V., Cremers D., Knoll F., Maier A.:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_28
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Zhou Y., Schneider LS., Fan F., Maier A.:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
(2024)
DOI: 10.48550/arXiv.2401.16104
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