Publications
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2023 2023
Aubreville M. , Stathonikos N. , Bertram CA. , Klopfleisch R. , ter Hoeve N. , Ciompi F. , Wilm F. , Marzahl C. , Donovan TA. , Maier A. , Breen J. , Ravikumar N. , Chung Y. , Park J. , Nateghi R. , Pourakpour F. , Fick RH. , Ben Hadj S. , Jahanifar M. , Shephard A. , Dexl J. , Wittenberg T. , Kondo S. , Lafarge MW. , Koelzer VH. , Liang J. , Wang Y. , Long X. , Liu J. , Razavi S. , Khademi A. , Yang S. , Wang X. , Erber R. , Klang A. , Lipnik K. , Bolfa P. , Dark MJ. , Wasinger G. , Veta M. , Breininger K. :Mitosis domain generalization in histopathology images — The MIDOG challenge In: Medical Image Analysis 84 (2023 ), Article No.: 102699 ISSN: 1361-8415 DOI: 10.1016/j.media.2022.102699
Boria N. , Kiederle J. , Yger F. , Blumenthal DB. :The edge-preservation similarity for comparing rooted, unordered, node-labeled trees In: Pattern Recognition Letters 167 (2023 ), p. 189-195 ISSN: 0167-8655 DOI: 10.1016/j.patrec.2023.02.017
Day TG. , Kainz B. , Razavi R. , Simpson J. :RE: Wang et al. Diagnosis of fetal total anomalous pulmonary venous connection based on the post-left atrium space ratio using artificial intelligence In: Prenatal Diagnosis (2023 )ISSN: 0197-3851 DOI: 10.1002/pd.6287
Del Vecchio A. :Neuromechanics of the Rate of Force Development In: Exercise and Sport Sciences Reviews 51 (2023 ), p. 34-42 ISSN: 0091-6331 DOI: 10.1249/JES.0000000000000306
Delgado-Ortiz L. , Polhemus A. , Keogh A. , Sutton N. , Remmele W. , Hansen C. , Kluge F. , Sharrack B. , Becker C. , Troosters T. , Maetzler W. , Rochester L. , Frei A. , Puhan MA. , Garcia-Aymerich J. :Listening to the patients' voice: a conceptual framework of the walking experience In: Age and Ageing 52 (2023 )ISSN: 0002-0729 DOI: 10.1093/ageing/afac233
Dideriksen J. , Del Vecchio A. :Adaptations in motor unit properties underlying changes in recruitment, rate coding, and maximum force In: Journal of Neurophysiology 129 (2023 ), p. 235-246 ISSN: 0022-3077 DOI: 10.1152/jn.00222.2022
Dorschky E. , Camomilla V. , Davis J. , Federolf P. , Reenalda J. , Koelewijn A. :Perspective on “in the wild” movement analysis using machine learning In: Human movement science 87 (2023 ), Article No.: 103042 ISSN: 1872-7646 DOI: 10.1016/j.humov.2022.103042
Kruse E. , Döllinger M. , Schützenberger A. , Kist A. :GlottisNetV2: Temporal Glottal Midline Detection using Deep Convolutional Neural Networks In: IEEE Journal of Translational Engineering in Health and Medicine (2023 ), p. 1-1 ISSN: 2168-2372 DOI: 10.1109/JTEHM.2023.3237859
Laidig D. , Seel T. :VQF: Highly accurate IMU orientation estimation with bias estimation and magnetic disturbance rejection In: Information Fusion 91 (2023 ), p. 187-204 ISSN: 1566-2535 DOI: 10.1016/j.inffus.2022.10.014
Larsen D. , Ikuma T. , Neubig L. , Kist A. , Leonard R. , McWhorter AJ. , Kunduk M. :Pixel-Based Swallow Measurements: Correcting Nonsquare Pixels In: Journal of Speech Language and Hearing Research 66 (2023 ), p. 565-572 ISSN: 1092-4388 DOI: 10.1044/2022_JSLHR-22-00306
Nitschke M. , Marzilger R. , Leyendecker S. , Eskofier B. , Koelewijn A. :Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data In: PeerJ (2023 )ISSN: 2167-8359 DOI: 10.7717/peerj.14852 URL: https://peerj.com/articles/14852/
Oppelt MP. , Foltyn A. , Deuschel J. , Lang NR. , Holzer N. , Eskofier B. , Yang SH. :ADABase: A Multimodal Dataset for Cognitive Load Estimation In: Sensors 23 (2023 )ISSN: 1424-8220 DOI: 10.3390/s23010340
Palmerini L. , Reggi L. , Bonci T. , Del Din S. , Micó-Amigo ME. , Salis F. , Bertuletti S. , Caruso M. , Cereatti A. , Gazit E. , Paraschiv-Ionescu A. , Soltani A. , Kluge F. , Küderle A. , Ullrich M. , Kirk C. , Hiden H. , D’Ascanio I. , Hansen C. , Rochester L. , Mazzà C. , Chiari L. :Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization In: Scientific Data 10 (2023 ), Article No.: 38 ISSN: 2052-4463 DOI: 10.1038/s41597-023-01930-9
Pan Z. , Breininger K. , Aubreville M. , Stelzle F. , Maier A. , Oetter N. , Mantsopoulos K. , Iro H. , Goncalves M. , Sievert M. :Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging In: American Journal of Otolaryngology 44 (2023 ), Article No.: 103779 ISSN: 0196-0709 DOI: 10.1016/j.amjoto.2022.103779
Richer R. , Abel L. , Küderle A. , Eskofier B. , Rohleder N. :CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling In: Psychoneuroendocrinology 151 (2023 ), p. 106073 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106073 URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
Vornehm M. , Spiske U. , Fenski M. , Wetzl J. , Preuhs E. , Maier A. , Schulz-Menger J. , Giese D. :Fully Automatic Scar Segmentation on LGE Images with Reduced Contrast Agent Dose SCMR 26th Annual Scientific Sessions (San Diego, CA , 25. January 2023 - 28. January 2023 )In: Proceedings of the SCMR 26th Annual Scientific Sessions 2023
Vornehm M. , Wetzl J. , Giese D. , Knoll F. :k-t Adaptive Regularization in Variational Networks for Cardiac Cine Reconstruction ISMRM Workshop on Data Sampling & Image Reconstruction (Sedona, AZ , 8. January 2023 - 11. January 2023 )In: Proceedings of the ISMRM Workshop on Data Sampling & Image Reconstruction 2023
Wels M. , Breininger K. , Taubmann O. , Mühlberg A. , Allmendinger T. , Gülsün MA. , Schöbinger M. , André F. , Buss SJ. , Görich J. , Sühling M. , Maier A. , Denzinger F. :How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography In: Scientific Reports 13 (2023 ), p. 2563- ISSN: 2045-2322 DOI: 10.1038/s41598-023-29347-9
Zimmer VA. , Gomez A. , Skelton E. , Wright R. , Wheeler G. , Deng S. , Ghavami N. , Lloyd K. , Matthew J. , Kainz B. , Rueckert D. , Hajnal JV. , Schnabel JA. :Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view In: Medical Image Analysis 83 (2023 ), Article No.: 102639 ISSN: 1361-8415 DOI: 10.1016/j.media.2022.102639
Zürl M. , Dirauf R. , Köferl F. , Steinlein N. , Sueskind J. , Zanca D. , Brehm I. , von Fersen L. , Eskofier B. :PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears In: Animals 13 (2023 ), p. 801 ISSN: 2076-2615 DOI: 10.3390/ani13050801
da Rosa Tavares JE. , Ullrich M. , Roth N. , Kluge F. , Eskofier B. , Gaßner H. , Klucken J. , Gladow T. , Marxreiter F. , da Costa CA. , da Rosa Righi R. , Victória Barbosa JL. :uTUG: An unsupervised Timed Up and Go test for Parkinson's disease In: Biomedical Signal Processing and Control 81 (2023 ), Article No.: 104394 ISSN: 1746-8094 DOI: 10.1016/j.bspc.2022.104394
2022 2022
Adamowicz K. , Maier A. , Baumbach J. , Blumenthal DB. :Online in silico validation of disease and gene sets, clusterings or subnetworks with DIGEST In: Briefings in Bioinformatics (2022 )ISSN: 1467-5463 DOI: 10.1093/bib/bbac247 URL: https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbac247/6618231?guestAccessKey=e1b9455f-ac28-4d46-af6d-c51b3b98cc8d
Al-Timemy AH. , Castellini C. , Escudero J. , Khushaba R. , Muceli S. :Editorial: Current Trends in Deep Learning for Movement Analysis and Prosthesis Control In: Frontiers in Neuroscience 16 (2022 ), Article No.: 889202 ISSN: 1662-4548 DOI: 10.3389/fnins.2022.889202
Albrecht BM. , Flasskamp FT. , Koster A. , Eskofier B. , Bammann K. :Cross-sectional survey on researchers' experience in using accelerometers in health-related studies In: BMJ Open Sport and Exercise Medicine 8 (2022 )ISSN: 2055-7647 DOI: 10.1136/bmjsem-2021-001286
Alix-Fages C. , Del Vecchio A. , Baz-Valle E. , Santos-Concejero J. , Balsalobre-Fernandez C. :The role of the neural stimulus in regulating skeletal muscle hypertrophy In: European Journal of Applied Physiology (2022 )ISSN: 1439-6319 DOI: 10.1007/s00421-022-04906-6
Antunes RS. , Da Costa CA. , Küderle A. , Abdullahi I. , Eskofier B. :Federated Learning for Healthcare: Systematic Review and Architecture Proposal In: ACM Transactions on Intelligent Systems and Technology (2022 )ISSN: 2157-6904 DOI: 10.1145/3501813 URL: https://dl.acm.org/doi/10.1145/3501813
Arbogast N. , Kordon FJ. , Kunze H. , Swartman B. , El Barbari JS. , Breininger K. :Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses Bildverarbeitung für die Medizin 2022 (Heidelberg , 26. June 2022 - 28. June 2022 )In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022 , Wiesbaden : 2022 DOI: 10.1007/978-3-658-36932-3_30
Bachhuber S. , Weber D. , Weygers I. , Seel T. :RNN-based Observability Analysis for Magnetometer-Free Sparse Inertial Motion Tracking 25th International Conference on Information Fusion, FUSION 2022 (Linkoping , 4. July 2022 - 7. July 2022 )In: 2022 25th International Conference on Information Fusion, FUSION 2022 2022 DOI: 10.23919/FUSION49751.2022.9841375
Baugh M. , Tan J. , Vlontzos A. , Müller J. , Kainz B. :nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods 4th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2022, held in conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP , 18. September 2022 - 18. September 2022 )In: Carole H. Sudre, Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Adrian Dalca, William M. Wells III, Chen Qin, Ryutaro Tanno, Koen Van Leemput, Koen Van Leemput, William M. Wells III (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-16749-2_10
Beckerle P. , Castellini C. , Lenggenhager B. , Dosen S. :Editorial: Embodiment and Co-adaptation Through Human-Machine Interfaces: At the Border of Robotics, Neuroscience and Psychology In: Frontiers in Neurorobotics 16 (2022 ), Article No.: 871785 ISSN: 1662-5218 DOI: 10.3389/fnbot.2022.871785
Bernett J. , Krupke D. , Sadegh S. , Baumbach J. , Fekete SP. , Kacprowski T. , List M. , Blumenthal DB. :Robust disease module mining via enumeration of diverse prize-collecting Steiner trees In: Bioinformatics 38 (2022 ), p. 1600-1606 ISSN: 1367-4803 DOI: 10.1093/bioinformatics/btab876 URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab876/6497106?guestAccessKey=27c2a19b-11b5-4c3c-88d5-f1131e3809a9
Bertram CA. , Aubreville M. , Donovan TA. , Bartel A. , Marzahl C. , Assenmacher CA. , Becker K. , Bennett M. , Corner S. , Cossic B. , Denk D. , Dettwiler M. , Gonzalez BG. , Gurtner C. , Haverkamp AK. , Heier A. , Lehmbecker A. , Merz S. , Noland EL. , Plog S. , Schmidt A. , Sebastian F. , Sledge DG. , Smedley RC. , Tecilla M. , Thaiwong T. , Fuchs-Baumgartinger A. , Meuten DJ. , Breininger K. , Kiupel M. , Maier A. , Klopfleisch R. , Wilm F. :Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy In: Veterinary Pathology 59 (2022 ), p. 211-226 ISSN: 0300-9858 DOI: 10.1177/03009858211067478
Bertram CA. , Aubreville M. , Donovan TA. , Bartel A. , Wilm F. , Marzahl C. , Assenmacher CA. , Becker K. , Bennett M. , Corner S. , Cossic B. , Denk D. , Dettwiler M. , Gonzalez BG. , Gurtner C. , Haverkamp AK. , Heier A. , Lehmbecker A. , Merz S. , Noland EL. , Plog S. , Schmidt A. , Sebastian F. , Sledge DG. , Smedley RC. , Tecilla M. , Thaiwong T. , Fuchs-Baumgartinger A. , Meuten DJ. , Breininger K. , Kiupel M. , Maier A. , Klopfleisch R. :Computer Assistance: A New Gold Standard for the Mitotic Count? In: Journal of Comparative Pathology 191 (2022 )ISSN: 0021-9975
Bertram CA. , Marzahl C. , Bartel A. , Stayt J. , Bonsembiante F. , Beeler-Marfisi J. , Barton AK. , Brocca G. , Gelain ME. , Glasel A. , Du Preez K. , Weiler K. , Weissenbacher-Lang C. , Breininger K. , Aubreville M. , Maier A. , Klopfleisch R. , Hill J. :Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm In: Veterinary Pathology (2022 )ISSN: 0300-9858 DOI: 10.1177/03009858221137582
Blumenthal DB. , Bougleux S. , Dignoes A. , Gamper J. :Enumerating dissimilar minimum cost perfect and error-correcting bipartite matchings for robust data matching In: Information Sciences 596 (2022 ), p. 202-221 ISSN: 0020-0255 DOI: 10.1016/j.ins.2022.03.017
Breininger K. , Schaffert R. , Abu-Qamar O. , Fujimoto JG. , Maier A. , Husvogt L. , Fu W. :Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU , 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 DOI: 10.1007/978-3-658-36932-3_26
Bräcklein M. , Barsakcioglu DY. , Del Vecchio A. , Ibáñez J. , Farina D. :Reading and Modulating Cortical β Bursts from Motor Unit Spiking Activity In: The Journal of Neuroscience 42 (2022 ), p. 3611-3621 ISSN: 1529-2401 DOI: 10.1523/JNEUROSCI.1885-21.2022
Cakici AL. , Oßwald M. , Souza de Oliveira D. , Braun D. , Simpetru RC. , Kinfe TM. , Eskofier B. , Del Vecchio A. :A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR , 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 DOI: 10.1109/EMBC48229.2022.9870914
Castellini C. :Peripheral Nervous System Interfaces: Invasive or Non-invasive? In: Frontiers in Neurorobotics 16 (2022 )ISSN: 1662-5218 DOI: 10.3389/fnbot.2022.846866
Ceron JD. , Lopez DM. , Eskofier B. , Kluge F. :Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios In: Sensors 22 (2022 )ISSN: 1424-8220 DOI: 10.3390/s22093364
Del Vecchio A. , Casolo A. , Dideriksen JL. , Aagaard P. , Felici F. , Falla D. , Farina D. :Lack of increased rate of force development after strength training is explained by specific neural, not muscular, motor unit adaptations In: Journal of Applied Physiology 132 (2022 ), p. 84-94 ISSN: 8750-7587 DOI: 10.1152/japplphysiol.00218.2021
Del Vecchio A. , Jones RH. , Schofield IS. , Kinfe TM. , Ibáñez J. , Farina D. , Baker SN. :Interfacing Motor Units in Nonhuman Primates Identifies a Principal Neural Component for Force Control Constrained by the Size Principle In: The Journal of Neuroscience 42 (2022 ), p. 7386-7399 ISSN: 1529-2401 DOI: 10.1523/JNEUROSCI.0649-22.2022
Delgado Ortiz L. , Polhemus A. , Keogh A. , Sutton N. , Remmele W. , Hansen C. , Kluge F. , Sharrack B. , Becker C. , Troosters T. , Maetzler W. , Rochester L. , Frei A. , Puhan M. , Garcia-Aymerich J. :What is walking? a systematic review and meta-ethnography In: EUROPEAN RESPIRATORY JOURNAL , SHEFFIELD : 2022 DOI: 10.1183/13993003.congress-2022.377
Demir K. , May M. , Schmid A. , Uder M. , Breininger K. , Weise T. , Maier A. , Yang SH. :PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis 25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno , 6. September 2022 - 9. September 2022 )In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-16270-1_38
Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling Medical Imaging with Deep Learning (Zürich , 6. July 2022 - 8. July 2022 ) Open Access: https://openreview.net/pdf?id=vVPMifME8b
Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling International Conference on Medical Imaging with Deep Learning (Zürich , 6. July 2022 - 8. July 2022 )In: PMLR (ed.): PMLR 2022 URL: https://proceedings.mlr.press/v172/denzinger22a.html
Dib W. , Ghanem K. , Ababou A. , Eskofier B. :Human Activity Recognition based on the Fading characteristics of the On-body Channel In: IEEE Sensors Journal (2022 )ISSN: 1530-437X DOI: 10.1109/JSEN.2022.3159992
Ede S. , Baghdadlian S. , Weber L. , Nguyen A. , Zanca D. , Samek W. , Lapuschkin S. :Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2022, held in conjunction with the 17th International Conference on Availability, Reliability and Security, ARES 2022 (Vienna , 23. August 2022 - 26. August 2022 )In: Andreas Holzinger, Andreas Holzinger, Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl, Edgar Weippl (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-14463-9_1
Egle F. , Kluge F. , Schöne D. , Becker L. , Koelewijn A. :Development of an Inertial Sensor-Based Exergame for Combined Cognitive and Physical Training 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Ioannina , 27. September 2022 - 30. September 2022 )In: IEEE (ed.): 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2022 DOI: 10.1109/BSN56160.2022.9928474
Etard O. , Messaoud RB. , Gaugain G. , Reichenbach T. :No Evidence of Attentional Modulation of the Neural Response to the Temporal Fine Structure of Continuous Musical Pieces In: Journal of Cognitive Neuroscience 34 (2022 ), p. 411-424 ISSN: 0898-929X DOI: 10.1162/jocn_a_01811
Facco Rodrigues V. , Righi RR. , Andre da Costa C. , Stoffel Antunes R. , Bazo R. , Reis ES. , Seewald LA. , S. LG. , Eskofier B. :HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms In: IEEE Internet of Things (2022 )ISSN: 2327-4662 DOI: 10.1109/JIOT.2022.3160633
Fidorra J. , Nissen M. , Abdullahi Yari I. , Ostgathe C. , Steigleder T. , Eskofier B. :Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care 12th World Research Congress of the European Association for Palliative Care (Online , 18. May 2022 - 20. May 2022 ) DOI: 10.1177/02692163221093145 URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
Flaucher M. , Nissen M. , Jäger K. , Titzmann A. , Pontones C. , Hübner H. , Fasching P. , Beckmann M. , Gradl S. , Eskofier B. :Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care In: IEEE Journal of Translational Engineering in Health and Medicine (2022 ), p. 1-9 ISSN: 2168-2372 DOI: 10.1109/JTEHM.2022.3179147
Fleischmann S. , Nitschke M. , Marzilger R. , Koelewijn A. :Can we combine data sets? Feature extraction and clustering motion capture data 17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan , 16. July 2022 - 19. July 2022 )
Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Maier A. , Roemer F. , Simon D. , Schett G. :CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING EULAR Congress (Kopenhagen , 1. June 2022 - 4. June 2022 )In: Prof Josef Smolen (ed.): Supplement 1 2022 DOI: 10.1136/annrheumdis-2022-eular.966 URL: https://ard.bmj.com/content/81/Suppl_1/194.2
Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Schett G. , Maier A. , Roemer F. , Simon D. :Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis In: Rheumatology (2022 )ISSN: 1462-0324 DOI: 10.1093/rheumatology/keac197
Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Schett G. , Maier A. , Roemer F. , Simon D. :Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging ACR Convergence 2022 (Philadelphia, PA , 10. November 2022 - 14. November 2022 )In: Arthritis Rheumatol. 2022 Open Access: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/ URL: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
Froehlich H. , Bontridder N. , Petrovska-Delacreta D. , Glaab E. , Kluge F. , El Yacoubi M. , Marin Valero M. , Corvol JC. , Eskofier B. , Van Gyseghem JM. , Lehericy S. , Winkler J. , Klucken J. :Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease In: Frontiers in Neurology 13 (2022 )ISSN: 1664-2295 DOI: 10.3389/fneur.2022.788427
Gambietz M. , Nitschke M. , Miehling J. , Koelewijn A. :What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait 9th World Congress of Biomechanics 2022 Taipei (Taipei , 10. July 2022 - 14. July 2022 )
Gigli A. , Gijsberts A. , Castellini C. :Unsupervised Myocontrol of a Virtual Hand Based on a Coadaptive Abstract Motor Mapping 2022 International Conference on Rehabilitation Robotics, ICORR 2022 (Rotterdam , 25. July 2022 - 29. July 2022 )In: IEEE International Conference on Rehabilitation Robotics 2022 DOI: 10.1109/ICORR55369.2022.9896414
Gmelch LM. , Böhme S. , Capito K. , Rupp L. , Richer R. , Sadeghi M. , Eskofier B. , Berking M. :EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression Deutscher Psychotherapiekongress (DPK) (Berlin , 7. June 2022 - 11. June 2022 ) URL: https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf
Groh R. , Dürr S. , Schützenberger A. , Semmler M. , Kist A. :Long-term performance assessment of fully automatic biomedical glottis segmentation at the point of care In: PLoS ONE 17 (2022 ), p. e0266989- ISSN: 1932-6203 DOI: 10.1371/journal.pone.0266989
Groh R. , Lei Z. , Martignetti L. , Li-Jessen NYK. , Kist A. :Efficient and Explainable Deep Neural Networks for Airway Symptom Detection in Support of Wearable Health Technology In: Advanced Intelligent Systems (2022 )ISSN: 2640-4567 DOI: 10.1002/aisy.202100284
Grzech D. , Azampour MF. , Glocker B. , Schnabel J. , Navab N. , Kainz B. , Folgoc LL. :A variational Bayesian method for similarity learning in non-rigid image registration 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 (New Orleans, LA , 19. June 2022 - 24. June 2022 )In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022 DOI: 10.1109/CVPR52688.2022.00022
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Rohleder N. , Richer R. , Koch V. , Küderle A. , Müller V. , Wirth V. , Stamminger M. , Eskofier B. :Effect of Acute Psychosocial Stress on Body Movements 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA , 23. March 2022 - 26. March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
Roth N. , Ullrich M. , Küderle A. , Gladow T. , Marxreiter F. , Gaßner H. , Kluge F. , Klucken J. , Eskofier B. :Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease In: IEEE Journal of Biomedical and Health Informatics (2022 ), p. 1-9 ISSN: 2168-2194 DOI: 10.1109/JBHI.2022.3186766
Schieber H. , Duerr F. , Schoen T. , Beyerer J. :Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation 2022 IEEE Intelligent Vehicles Symposium, IV 2022 (Aachen, DEU , 5. June 2022 - 9. June 2022 )In: IEEE Intelligent Vehicles Symposium, Proceedings 2022 DOI: 10.1109/IV51971.2022.9827113
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Schlereth M. , Breininger K. , Wagner A. , Tan L. , Maier A. , Knieling F. , Stromer D. :Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU , 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 DOI: 10.1007/978-3-658-36932-3_60
Schlereth M. , Mantri Y. , Tsujimoto J. , Breininger K. , Maier A. , Anderson C. , Garimella PS. , Jokerst JV. , Stromer D. :Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU , 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 DOI: 10.1007/978-3-658-36932-3_56
Schlüter HM. , Tan J. , Hou B. , Kainz B. :Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization 17th European Conference on Computer Vision, ECCV 2022 (Tel Aviv , 23. October 2022 - 27. October 2022 )In: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-19821-2_27
Schmidt LM. , Brosig J. , Plinge A. , Eskofier B. , Mutschler C. :An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN , 8. October 2022 - 12. October 2022 )In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022 DOI: 10.1109/ITSC55140.2022.9922205
Schmidt LM. , Rietsch S. , Plinge A. , Eskofier B. , Mutschler C. :How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN , 8. October 2022 - 12. October 2022 )In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022 DOI: 10.1109/ITSC55140.2022.9922345
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Sierotowicz M. , Lotti N. , Nell L. , Missiroli F. , Alicea R. , Zhang X. , Xiloyannis M. , Rupp R. , Papp E. , Krzywinski J. , Castellini C. , Masia L. :EMG-Driven Machine Learning Control of a Soft Glove for Grasping Assistance and Rehabilitation In: IEEE Robotics and Automation Letters (2022 )ISSN: 2377-3766 DOI: 10.1109/LRA.2021.3140055
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Simpetru RC. , Oßwald M. , Braun D. , Souza de Oliveira D. , Cakici AL. , Del Vecchio A. :Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR , 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 DOI: 10.1109/EMBC48229.2022.9870937
Sindel A. , Hernandez A. , Yang SH. , Christlein V. , Maier A. :SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks OAGM Workshop 2021 (, 24. November 2021 - 25. November 2021 )In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022 DOI: 10.3217/978-3-85125-869-1-10 URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
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Ubeda A. , Costa-Garcia A. , Torricelli D. , Vujaklija I. , Del Vecchio A. :Editorial: Neuromechanical Biomarkers in Robot-Assisted Motor Rehabilitation In: Frontiers in Neurorobotics 15 (2022 ), Article No.: 831113 ISSN: 1662-5218 DOI: 10.3389/fnbot.2021.831113
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Vornehm M. , Fenski M. , Preuhs E. , Maier A. , Schulz-Menger J. , Wetzl J. , Giese D. :Improving the Sensitivity to Myocardial Scar in Automatic Segmentations of Left Ventricular Myocardium on LGE Images Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London , 7. May 2022 - 12. May 2022 )In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2022 & ISMRT Annual Meeting 2022 URL: https://index.mirasmart.com/ISMRM2022/PDFfiles/1014.html
Vornehm M. , Fenski M. , Preuhs E. , Maier A. , Schulz-Menger J. , Wetzl J. , Giese D. :Myocardial scar segmentation on cardiac LGE images with reduced contrast agent dose using deep learning 24. Jahrestagung der Deutschen Sektion der ISMRM (Aachen , 21. September 2022 - 24. September 2022 )In: Abstractband der 24. Jahrestagung der Deutschen Sektion der ISMRM 2022
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Walter J. , Roßmanith P. , Souza de Oliveira D. , Reitelshofer S. , Del Vecchio A. , Franke J. :Proportional Control of a Soft Cable-Driven Exoskeleton via a Myoelectrical Interface Enables Force-Controlled Finger Motions IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) (Seoul , 21. August 2022 - 24. August 2022 )In: International Conference on Biomedical Robotics and Biomechatronics (BioRob) , Seoul : 2022 DOI: 10.1109/BioRob52689.2022.9925334
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Wehbi M. , Luge D. , Hamann T. , Barth J. , Kaempf P. , Zanca D. , Eskofier B. :Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen In: Sensors 22 (2022 ), p. 5347 ISSN: 1424-8220 DOI: 10.3390/s22145347
Wilm F. , Fragoso M. , Marzahl C. , Qiu J. , Puget C. , Diehl L. , Bertram CA. , Klopfleisch R. , Maier A. , Breininger K. , Aubreville M. :Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset In: Scientific Data 9 (2022 ), Article No.: 588 ISSN: 2052-4463 DOI: 10.1038/s41597-022-01692-w
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Zibetti MVW. , Knoll F. , Regatte RR. :Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications In: IEEE Transactions on Computational Imaging (2022 ), p. 1-1 ISSN: 2333-9403 DOI: 10.1109/TCI.2022.3176129
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Zrenner M. , Stöve M. , Franklin S. , Kumar B. , Jensen U. , Eskofier B. :Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference , Springer, Cham , 2022 , p. 160-164 ISBN: 9783030993320 DOI: 10.1007/978-3-030-99333-7_27
Zürl M. , Stoll P. , Brehm I. , Raab R. , Zanca D. , Kabri S. , Happold J. , Nille H. , Prechtel K. , Wünsch S. , Krause M. , Seegerer S. , von Fersen L. , Eskofier B. :Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears In: Animals 12 (2022 ), p. 692 ISSN: 2076-2615 DOI: 10.3390/ani12060692
Öttl M. , Mönius J. , Rübner M. , Geppert C. , Hartmann A. , Beckmann M. , Fasching P. , Maier A. , Erber R. , Breininger K. , Marzahl C. :Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU , 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 DOI: 10.1007/978-3-658-36932-3_54
Škarabot J. , Folland JP. , Holobar A. , Baker SN. , Del Vecchio A. :Startling stimuli increase maximal motor unit discharge rate and rate of force development in humans In: Journal of Neurophysiology 128 (2022 ), p. 455-469 ISSN: 0022-3077 DOI: 10.1152/jn.00115.2022
2021 2021
Abdullahi I. , Dehling T. , Kluge F. , Geck J. , Sunyaev A. , Eskofier B. :Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review In: Journal of Medical Internet Research 23 (2021 ), p. e24460 ISSN: 1438-8871 DOI: 10.2196/24460 URL: https://www.jmir.org/2021/11/e24460
Abu-Qamar O. , Levine E. , Schottenhamml J. , Ploner S. , Breininger K. , Moult E. , Waheed NK. , Fujimoto JG. , Maier A. , Husvogt L. :Applying nnU-Net to the segmentation of microaneurysms in OCTA data in patients with non-proliferative diabetic retinopathy ARVO Annual Meeting 2021 URL: https://iovs.arvojournals.org/article.aspx?articleid=2773716
Altstidl TR. , Kram S. , Herrmann O. , Stahlke M. , Feigl T. , Mutschler C. :Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning International Conference on Indoor Positioning and Indoor Navigation (IPIN2021) (Lloret de Mar, Spain , 29. November 2021 - 2. December 2021 )In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021 DOI: 10.1109/IPIN51156.2021.9662545
Avrillon S. , Del Vecchio A. , Farina D. , Pons JL. , Vogel C. , Umehara J. , Hug F. :Individual differences in the neural strategies to control the lateral and medial head of the quadriceps during a mechanically constrained task In: Journal of Applied Physiology 130 (2021 ), p. 269-281 ISSN: 8750-7587 DOI: 10.1152/japplphysiol.00653.2020
Bause F. , Blumenthal DB. , Schubert E. , Kriege NM. :Metric Indexing for Graph Similarity Search 14th International Conference on Similarity Search and Applications (SISAP 2021) (Dortmund , 29. September 2021 - 1. October 2021 )In: Reyes N, Connor R, Kriege N, Kazempour D, Bartolini I, Schubert E, Chen J (ed.): Proceedings of the 14th International Conference on Similarity Search and Applications (SISAP 2021) , Cham : 2021 DOI: 10.1007/978-3-030-89657-7_24
BenSiSaid K. , Ababou N. , Ababou A. , Roth D. , von Mammen S. :Tracking rower motion without on-body sensors using an instrumented machine and an artificial neural network In: Proceedings of the Institution of Mechanical Engineers Part P-Journal of Sports Engineering and Technology (2021 )ISSN: 1754-3371 DOI: 10.1177/17543371211014108
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Blumenthal DB. , Gamper J. , Bougleux S. , Brun L. :Upper Bounding Graph Edit Distance Based on Rings and Machine Learning In: International Journal of Pattern Recognition and Artificial Intelligence (2021 ), Article No.: 2151008 ISSN: 0218-0014 DOI: 10.1142/S0218001421510083
Budd S. , Day TG. , Simpson JM. , Lloyd K. , Matthew J. , Skelton E. , Razavi R. , Kainz B. :Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities? Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030877217 DOI: 10.1007/978-3-030-87722-4_23
Budd S. , Sinclair M. , Day TG. , Vlontzos A. , Tan J. , Liu T. , Matthew J. , Skelton E. , Simpson JM. , Razavi R. , Glocker B. , Rueckert D. , Robinson EC. , Kainz B. :Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030872335 DOI: 10.1007/978-3-030-87234-2_20
Bungert L. , Raab R. , Roith T. , Schwinn L. , Tenbrinck D. :CLIP: Cheap Lipschitz Training of Neural Networks International Conference on Scale Space and Variational Methods in Computer Vision In: Abderrahim Elmoataz, Jalal Fadili, Yvain Quéau, Julien Rabin, Loïc Simon (ed.): SSVM 2021: Scale Space and Variational Methods in Computer Vision , Cham : 2021 DOI: 10.1007/978-3-030-75549-2_25 URL: https://arxiv.org/abs/2103.12531
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Del Vecchio A. , Beckerle P. , Castellini C. :Peripheral Neuroergonomics – An Elegant Way to Improve Human-Robot Interaction? In: Frontiers in Neurorobotics 15 (2021 ), Article No.: 691508 ISSN: 1662-5218 DOI: 10.3389/fnbot.2021.691508
Dos Reis ES. , Seewald LA. , Antunes RS. , Rodrigues VF. , Righi RDR. , Da Costa CA. , Da Silveira Jr LG. , Eskofier B. , Maier A. , Horz T. , Fahrig R. :Monocular multi-person pose estimation: A survey In: Pattern Recognition 118 (2021 )ISSN: 0031-3203 DOI: 10.1016/j.patcog.2021.108046
Dumbach P. , Liu R. , Jalowski M. , Eskofier B. :The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare 20th International Conference on Perspectives in Business Informatics Research (BIR 2021) Workshops (ILOG 2021) (Vienna, Austria (fully-virtual conference) , 22. September 2021 - 24. September 2021 )In: Forbig P., Hinkelmann K., Kirikova M., Lantow B., Møller C., Morichetta A., Plebani P., Re B., Sandkuhl K., Seigerroth U. (ed.): Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021) 2021 URL: http://ceur-ws.org/Vol-2991/paper08.pdf
Dörflinger L. , Nissen M. , Jäger K. , Wirth M. , Titzmann A. , Pontones C. , Fasching P. , Beckmann M. , Gradl S. , Eskofier B. :Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives MuC '21: Mensch und Computer 2021 (Ingolstadt , 5. September 2021 - 8. September 2021 )In: Mensch und Computer 2021 2021 DOI: 10.1145/3473856.3473994
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Germer CM. , Farina D. , Elias LA. , Nuccio S. , Hug F. , Del Vecchio A. :Surface EMG cross talk quantified at the motor unit population level for muscles of the hand, thigh, and calf In: Journal of Applied Physiology 131 (2021 ), p. 808-820 ISSN: 8750-7587 DOI: 10.1152/japplphysiol.01041.2020
Gnecco L. , Boria N. , Bougleux S. , Yger F. , Blumenthal DB. :The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections 14th International Conference on Similarity Search and Applications (SISAP 2021) (Dortmund , 29. September 2021 - 1. October 2021 )In: Reyes N, Connor R, Kriege N, Kazempour D, Bartolini I, Schubert E, Chen J (ed.): Proceedings of the 14th International Conference on Similarity Search and Applications (SISAP 2021) , Cham : 2021 DOI: 10.1007/978-3-030-89657-7_25
Hagengruber A. , Leipscher U. , Eskofier B. , Vogel J. :Electromyography for Teleoperated Tasks in Weightlessness In: IEEE Transactions on Human-Machine Systems (2021 )ISSN: 2168-2291 DOI: 10.1109/THMS.2020.3047975
Happold J. , Richer R. , Küderle A. , Gaßner H. , Klucken J. , Eskofier B. , Kluge F. :Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021 ) DOI: 10.1109/EMBC46164.2021.9630842 URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
Hartebrodt A. , Nasirigerdeh R. , Blumenthal DB. , Röttger R. :Federated Principal Component Analysis for Genome-Wide Association Studies 21st IEEE International Conference on Data Mining (ICDM) (Auckland, New Zealand , 7. December 2021 - 10. December 2021 )In: 21st IEEE International Conference on Data Mining (ICDM) 2021 DOI: 10.1109/ICDM51629.2021.00127
Hernandez A. , Yang SH. :Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning International Conference on Speech and Computer (Online , 27. September 2021 - 30. September 2021 )In: Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning 2021 DOI: 10.1007/978-3-030-87802-3_24 URL: https://link.springer.com/chapter/10.1007/978-3-030-87802-3_24
Hou B. , Kaissis G. , Summers R. , Kainz B. :RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030872335 DOI: 10.1007/978-3-030-87234-2_28
Hug F. , Avrillon S. , Del Vecchio A. , Casolo A. , Ibanez J. , Nuccio S. , Rossato J. , Holobar A. , Farina D. :Analysis of motor unit spike trains estimated from high-density surface electromyography is highly reliable across operators In: Journal of Electromyography and Kinesiology 58 (2021 ), Article No.: 102548 ISSN: 1050-6411 DOI: 10.1016/j.jelekin.2021.102548
Hug F. , Del Vecchio A. , Avrillon S. , Farina D. , Tucker K. :Muscles from the same muscle group do not necessarily share common drive: evidence from the human triceps surae In: Journal of Applied Physiology 130 (2021 ), p. 342-354 ISSN: 8750-7587 DOI: 10.1152/JAPPLPHYSIOL.00635.2020
Ibanez J. , Del Vecchio A. , Rothwell JC. , Baker SN. , Farina D. :Only the fastest corticospinal fibers contribute to beta corticomuscular coherence In: Journal of Neuroscience (2021 ), p. JN-RM-2908-20 ISSN: 0270-6474 DOI: 10.1523/JNEUROSCI.2908-20.2021
Jakob V. , Küderle A. , Klucken J. , Eskofier B. , Winkler J. , Winterholler M. , Gaßner H. , Kluge F. :Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease In: Sensors 21 (2021 ), Article No.: 7680 ISSN: 1424-8220 DOI: 10.3390/s21227680
Chartsias A., Gao S., Mumith A., Oliveira J., Bhatia K., Kainz B., Beqiri A.:Contrastive Learning for View Classification of Echocardiograms Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030875824 DOI: 10.1007/978-3-030-87583-1_15
Ma Q., Robinson E.C., Kainz B., Rueckert D., Alansary A.:PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030875855 DOI: 10.1007/978-3-030-87586-2_8
Kainz B. , Heinrich MP. , Makropoulos A. , Oppenheimer J. , Mandegaran R. , Sankar S. , Deane C. , Mischkewitz S. , Al-Noor F. , Rawdin AC. , Ruttloff A. , Klein-Weigel PF. , Stevenson MD. , Curry N. :Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning In: npj Digital Medicine 4 (2021 ), p. 1-20 ISSN: 2398-6352 DOI: 10.1038/s41746-021-00503-7 URL: https://www.nature.com/articles/s41746-021-00503-7.pdf
Kamal Mallick M. , Biser S. , Haridas A. , Umesh V. , Toensing O. , Abdullahi I. , Ollenschläger M. , Heckel M. , Kluge F. , Ostgathe C. , Eskofier B. , Steigleder T. :Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study In: Frontiers in Digital Health 3 (2021 )ISSN: 2673-253X DOI: 10.3389/fdgth.2021.765867 URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
Keshavarzi M. , Reichenbach T. , Moore BCJ. :Transient Noise Reduction Using a Deep Recurrent Neural Network: Effects on Subjective Speech Intelligibility and Listening Comfort In: Trends in Hearing 25 (2021 )ISSN: 2331-2165 DOI: 10.1177/23312165211041475
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Kniesburges S. , Schlegel P. , Peters G. , Westphalen C. , Jakubaß B. , Veltrup R. , Kist A. , Döllinger M. , Gantner S. , Kuranova L. , Benthaus T. , Semmler M. , Echternach M. :Effects of surgical masks on aerosol dispersion in professional singing In: Journal of Exposure Science and Environmental Epidemiology (2021 )ISSN: 1559-0631 DOI: 10.1038/s41370-021-00385-7
Koelewijn A. , Nitschke M. , van den Bogert AJ. :A Predictive Simulation Study into the Effect of Below-Knee Prosthesis Alignment on Metabolic Cost XXVIII Congress of the International Society of Biomechanics (ISB) (Online , 25. July 2021 - 29. July 2021 ) URL: https://www.mad.tf.fau.de/files/2021/08/2021_isb_koelewijn_et_al_alignment.pdf
Laidig D. , Caruso M. , Cereatti A. , Seel T. :BROAD – A Benchmark for Robust Inertial Orientation Estimation In: Data 6 (2021 ), Article No.: 72 ISSN: 2306-5729 DOI: 10.3390/data6070072
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Lazareva O. , Baumbach J. , List M. , Blumenthal DB. :On the limits of active module identification In: Briefings in Bioinformatics 22 (2021 ), Article No.: bbab066 ISSN: 1467-5463 DOI: 10.1093/bib/bbab066 URL: https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbab066/6189770?guestAccessKey=1be406a0-6b26-4e15-b32b-505c1ea2b279
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Lukas C. , Eskofier B. , Berking M. :A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. In: JMIR Mental Health 8 (2021 ), Article No.: e16643 ISSN: 2368-7959 DOI: 10.2196/16643
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Martindale C. , Christlein V. , Eskofier B. , Klumpp P. :Wearables-based multi-task gait and activity segmentation using recurrent neural networks In: Neurocomputing 432 (2021 ), p. 250-261 ISSN: 0925-2312 DOI: 10.1016/j.neucom.2020.08.079
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Mehringer W. , Wirth M. , Risch F. , Roth D. , Michelson G. , Michelson G. , Eskofier B. :Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021 )In: IEEE (ed.): 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021 DOI: 10.1109/EMBC46164.2021.9631002 URL: https://ieeexplore.ieee.org/document/9631002
Meindl M. , Molinari F. , Lehmann D. , Seel T. :Collective Iterative Learning Control: Exploiting Diversity in Multi-Agent Systems for Reference Tracking Tasks In: IEEE Transactions on Control Systems Technology (2021 )ISSN: 1063-6536 DOI: 10.1109/TCST.2021.3109646
Nann M. , Haslacher D. , Colucci A. , Eskofier B. , Von Tscharner V. , Soekadar SR. :Heart rate variability predicts decline in sensorimotor rhythm control In: Journal of Neural Engineering 18 (2021 )ISSN: 1741-2560 DOI: 10.1088/1741-2552/ac1177
Nasirigerdeh R. , Torkzadehmahani R. , Baumbach J. , Blumenthal DB. :On the Privacy of Federated Pipelines The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21) (Virtual Event , 11. July 2021 - 15. July 2021 )In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21) , New York, NY, USA : 2021 DOI: 10.1145/3404835.3462996
Nguyen A. , Foerstel S. , Kittler T. , Kurzyukov A. , Schwinn L. , Zanca D. , Hipp T. , Jun SD. , Schrapp M. , Rothgang E. , Eskofier B. :System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data In: IEEE Access (2021 )ISSN: 2169-3536 DOI: 10.1109/ACCESS.2021.3106791
Nitschke M. , Dorschky E. , Eskofier B. , Koelewijn A. , van den Bogert AJ. :Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors XXVIII Congress of the International Society of Biomechanics (ISB) (Online , 25. July 2021 - 29. July 2021 ) URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
Nitschke M. , Luckfiel T. , Schlarb H. , Dorschky E. , Koelewijn A. :Prediction of the effect of midsole stiffness and energy return using trajectory optimisation 15th biennial Footwear Biomechanics Symposium (Online , 21. July 2021 - 23. July 2021 )In: Footwear Science 2021 DOI: 10.1080/19424280.2021.1917684 URL: https://www.tandfonline.com/doi/full/10.1080/19424280.2021.1917684
Nuccio S. , Del Vecchio A. , Casolo A. , Labanca L. , Rocchi JE. , Felici F. , Macaluso A. , Mariani PP. , Falla D. , Farina D. , Sbriccoli P. :Deficit in knee extension strength following anterior cruciate ligament reconstruction is explained by a reduced neural drive to the vasti muscles In: The Journal of Physiology (2021 )ISSN: 0022-3751 DOI: 10.1113/JP282014
Pasluosta CF. , Popovic MR. , Eskofier B. , Stieglitz T. :Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments In: Frontiers in Neuroscience 15 (2021 )ISSN: 1662-4548 DOI: 10.3389/fnins.2021.740263
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Reynaud H. , Vlontzos A. , Hou B. , Beqiri A. , Leeson P. , Kainz B. :Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030872304 DOI: 10.1007/978-3-030-87231-1_48
Richer R. , Küderle A. , Dörr J. , Rohleder N. , Eskofier B. :Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens , 28. July 2021 - 30. July 2021 )In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021 DOI: 10.1109/BHI50953.2021.9508529 URL: https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf
Richer R. , Küderle A. , Ullrich M. , Rohleder N. , Eskofier B. :BioPsyKit: A Python package for the analysis of biopsychological data In: Journal of Open Source Software 6 (2021 ), p. 3702 ISSN: 2475-9066 DOI: 10.21105/joss.03702 URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
Roth N. , Küderle A. , Prossel D. , Gaßner H. , Eskofier B. , Kluge F. :An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters In: Sensors 21 (2021 ), Article No.: 6559 ISSN: 1424-8220 DOI: 10.3390/s21196559
Roth N. , Wieland GP. , Küderle A. , Ullrich M. , Gladow T. , Marxreiter F. , Klucken J. , Eskofier B. , Kluge F. :Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021 ) DOI: 10.1109/EMBC46164.2021.9630378
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Schleicher R. , Nitschke M. , Martschinke J. , Stamminger M. , Eskofier B. , Klucken J. , Koelewijn A. :BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online , 8. February 2021 - 10. February 2021 )In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021 DOI: 10.5220/0010210600250036 URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
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Schwinn L. , Nguyen A. , Raab R. , Bungert L. , Tenbrinck D. , Zanca D. , Burger M. , Eskofier B. :Identifying untrustworthy predictions in neural networks by geometric gradient analysis Conference on Uncertainty in Artificial Intelligence (UAI) (Online , 27. July 2021 - 30. July 2021 ) URL: https://arxiv.org/abs/2102.12196
Schwinn L. , Nguyen A. , Raab R. , Zanca D. , Eskofier B. , Tenbrinck D. , Burger M. :Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks International Joint Conference on Neural Networks (IJCNN) (Online , 18. July 2021 - 22. July 2021 )
Schwinn L. , Raab R. , Nguyen A. , Zanca D. , Eskofier B. :Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks URL: https://arxiv.org/abs/2105.10304
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Stöve M. , Schuldhaus D. , Gamp A. , Zwick C. , Eskofier B. :From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning In: Sensors 21 (2021 ), p. 3071 ISSN: 1424-8220 DOI: 10.3390/s21093071
Tan J. , Hou B. , Day TG. , Simpson JM. , Rueckert D. , Kainz B. :Detecting Outliers with Poisson Image Interpolation Springer Science and Business Media Deutschland GmbH , 2021 ISBN: 9783030872397 DOI: 10.1007/978-3-030-87240-3_56
Timotius I. , Bieler L. , Couillard-Despres S. , Sandner B. , Garcia-Ovejero D. , Labombarda F. , Estrada V. , Müller HW. , Winkler J. , Klucken J. , Eskofier B. , Weidner N. , Puttagunta R. :Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models In: eNeuro 8 (2021 ), p. 1-14 ISSN: 2373-2822 DOI: 10.1523/ENEURO.0497-20.2021
Ting J. , Del Vecchio A. , Verma N. , Sarma D. , Annetta N. , Collinger J. , Farina D. , Weber DJ. :Detecting and decoding spiking activity from sample populations of single motor neurons using wearable sensors SPIE BiOS In: SPIE BiOS (ed.): Proceedings Volume 11663, Integrated Sensors for Biological and Neural Sensing 2021 DOI: 10.1117/12.2583313
Ting JE. , Del Vecchio A. , Sarma D. , Verma N. , Colachis SC. , Annetta N. , Collinger JL. , Farina D. , Weber DJ. :Sensing and decoding the neural drive to paralyzed muscles during attempted movements of a person with tetraplegia using a sleeve array In: Journal of Neurophysiology 126 (2021 ), p. 2104-2118 ISSN: 0022-3077 DOI: 10.1152/jn.00220.2021
Ullrich M. , Küderle A. , Reggi L. , Cereatti A. , Eskofier B. , Kluge F. :Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021 ) DOI: 10.1109/EMBC46164.2021.9630653
Ullrich M. , Mücke A. , Küderle A. , Roth N. , Gladow T. , Gaßner H. , Marxreiter F. , Klucken J. , Eskofier B. , Kluge F. :Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021 ), p. 2103-2111 ISSN: 1534-4320 DOI: 10.1109/TNSRE.2021.3119390 URL: https://ieeexplore.ieee.org/abstract/document/9567680
Wairagkar M. , Lima MR. , Bazo D. , Craig R. , Weissbart H. , Etoundi AC. , Reichenbach T. , Iyengar P. , Vaswani S. , James C. , Barnaghi P. , Melhuish C. , Vaidyanathan R. :Emotive Response to a Hybrid-Face Robot and Translation to Consumer Social Robots In: IEEE Internet of Things (2021 )ISSN: 2327-4662 DOI: 10.1109/JIOT.2021.3097592
Wehbi M. , Hamann T. , Barth J. , Kaempf P. , Zanca D. , Eskofier B. :Towards an IMU-based Pen Online Handwriting Recognizer International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne , 5. September 2021 - 10. September 2021 ) DOI: 10.1007/978-3-030-86334-0_19
Werner R. , Szkitsak J. , Sentker T. , Madesta F. , Schwarz A. , Fernolendt S. , Vornehm M. , Gauer T. , Bert C. , Hofmann C. :Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: A first comprehensive phantom study In: Physics in Medicine and Biology 66 (2021 ), Article No.: 015004 ISSN: 0031-9155 DOI: 10.1088/1361-6560/abc93a
Weygers I. , Kok M. , Seel T. , Shah D. , Taylan O. , Scheys L. , Hallez H. , Claeys K. :In-vitro validation of inertial-sensor-to-bone alignment In: Journal of Biomechanics 128 (2021 ), Article No.: 110781 ISSN: 0021-9290 DOI: 10.1016/j.jbiomech.2021.110781
Weygers I. , Kok M. , Seel T. , Shah D. , Taylan O. , Scheys L. , Hallez H. , Claeys K. :Reference in-vitro dataset for inertial-sensor-to-bone alignment applied to the tibiofemoral joint In: Scientific Data 8 (2021 ), Article No.: 208 ISSN: 2052-4463 DOI: 10.1038/s41597-021-00995-8
Wirth M. , Kohl S. , Gradl S. , Farlock R. , Roth D. , Eskofier B. :Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics In: Sensors 21 (2021 ), Article No.: 3728 ISSN: 1424-8220 DOI: 10.3390/s21113728
Yu K. , Gorbachev G. , Eck U. , Pankratz F. , Navab N. , Roth D. :Avatars for Teleconsultation: Effects of Avatar Embodiment Techniques on User Perception in 3D Asymmetric Telepresence In: IEEE Transactions on Visualization and Computer Graphics (2021 )ISSN: 1077-2626 DOI: 10.1109/TVCG.2021.3106480
Zhao N. , Seitinger S. , Richer R. , Paradiso JA. :Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network In: Smart Health 19 (2021 ), p. 100164 ISSN: 2352-6483 DOI: 10.1016/j.smhl.2020.100164
Zolotareva O. , Nasirigerdeh R. , Matschinske J. , Torkzadehmahani R. , Bakhtiari M. , Frisch T. , Spaeth J. , Blumenthal DB. , Abbasinejad A. , Tieri P. , Kaissis G. , Rueckert D. , Wenke NK. , List M. , Baumbach J. :Flimma: a federated and privacy-aware tool for differential gene expression analysis In: Genome Biology 22 (2021 ), Article No.: 338 ISSN: 1474-760X DOI: 10.1186/s13059-021-02553-2
Zrenner M. , Heyde C. , Duemler B. , Dykman S. , Roecker K. , Eskofier B. :Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data In: Frontiers in Physiology 12 (2021 ), Article No.: 669884 ISSN: 1664-042X DOI: 10.3389/fphys.2021.669884
2020 2020
Blumenthal DB. , Baumbach J. , Hoffmann M. , Kacprowski T. , List M. :A framework for modeling epistatic interaction In: Bioinformatics 37 (2020 ), p. 1708 - 1716 ISSN: 1367-4803 DOI: 10.1093/bioinformatics/btaa990 URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa990/6012351?guestAccessKey=4683fb7f-7afc-4b9c-b0d5-3d0085904eb4
Blumenthal DB. , Boria N. , Gamper J. , Bougleux S. , Brun L. :Comparing heuristics for graph edit distance computation In: Vldb Journal 29 (2020 ), p. 419-458 ISSN: 1066-8888 DOI: 10.1007/s00778-019-00544-1
Blumenthal DB. , Gamper J. :On the exact computation of the graph edit distance In: Pattern Recognition Letters 134 (2020 ), p. 46-57 ISSN: 0167-8655 DOI: 10.1016/j.patrec.2018.05.002
Blumenthal DB. , Viola L. , List M. , Baumbach J. , Tieri P. , Kacprowski T. :EpiGEN: An epistasis simulation pipeline In: Bioinformatics 36 (2020 ), p. 4957-4959 ISSN: 1367-4803 DOI: 10.1093/bioinformatics/btaa245 URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa245/5820008?guestAccessKey=2385c5f1-6587-4065-b2f2-1039765fa5b6
Boria N. , Blumenthal DB. , Bougleux S. , Brun L. :Improved local search for graph edit distance In: Pattern Recognition Letters 129 (2020 ), p. 19-25 ISSN: 0167-8655 DOI: 10.1016/j.patrec.2019.10.028
Bougleux S. , Gauzere B. , Blumenthal DB. , Brun L. :Fast linear sum assignment with error-correction and no cost constraints In: Pattern Recognition Letters 134 (2020 ), p. 37-45 ISSN: 0167-8655 DOI: 10.1016/j.patrec.2018.03.032
Chondrogiannis T. , Bouros P. , Gamper J. , Leser U. , Blumenthal DB. :Finding k-shortest paths with limited overlap In: Vldb Journal (2020 )ISSN: 1066-8888 DOI: 10.1007/s00778-020-00604-x
Del Vecchio A. , Sylos-Labini F. , Mondi V. , Paolillo P. , Ivanenko Y. , Lacquaniti F. , Farina D. :Spinal motoneurons of the human newborn are highly synchronized during leg movements In: Science Advances 6 (2020 ), p. eabc3916 ISSN: 2375-2548 DOI: 10.1126/sciadv.abc3916
Feigl T. , Gruner L. , Mutschler C. , Roth D. :Real-Time Gait Reconstruction for Virtual Reality Using a Single Sensor 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 (Ipojuca, Pernambuco , 9. November 2020 - 13. November 2020 )In: Adjunct Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 2020 DOI: 10.1109/ISMAR-Adjunct51615.2020.00037
Felici F. , Del Vecchio A. :Surface Electromyography: What Limits Its Use in Exercise and Sport Physiology? In: Frontiers in Neurology 11 (2020 ), Article No.: 578504 ISSN: 1664-2295 DOI: 10.3389/fneur.2020.578504
Gradl S. :The Stroop Room : A Wearable Virtual Reality Stress Laboratory Based on the Electrocardiogram (Dissertation, 2020 ) URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15434
Helmer S. , Blumenthal DB. , Paschen K. :What is meaningful research and how should we measure it? In: Scientometrics 125 (2020 ), p. 153-169 ISSN: 0138-9130 DOI: 10.1007/s11192-020-03649-5
Köferl F. , Link J. , Eskofier B. :Application of SORT on Multi-Object Tracking and Segmentation Conference on Computer Vision and Pattern Recognition;
5th BMTT MOTChallenge Workshop: Multi-Object Tracking and Segmentation (Seattle, WA, USA (Virtual) , 19. June 2020 - 19. June 2020 ) URL: https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf (Working Paper)
Lazareva O. , Canzar S. , Yuan K. , Baumbach J. , Blumenthal DB. , Tieri P. , Kacprowski T. , List M. :BiCoN: Network-constrained biclustering of patients and omics data In: Bioinformatics 37 (2020 ), p. 2398 - 2404 ISSN: 1367-4803 DOI: 10.1093/bioinformatics/btaa1076 URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa1076/6050718?guestAccessKey=e2e9cb2b-ac3d-44a6-abc7-2b92ae15d34c
Löffler C. , Nickel C. , Sobel C. , Daniel D. , Braat J. , Gruhler B. , Woller P. , Witt N. , Mutschler C. :Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (Virtual (Ghent, Belgium) , 14. September 2020 - 18. September 2020 ) Open Access: https://bitbucket.org/ghentdatascience/ecmlpkdd20-papers/raw/master/Demo/sub_1329.pdf
Matschinske J. , Salgado-Albarran M. , Sadegh S. , Bongiovanni D. , Baumbach J. , Blumenthal DB. :Individuating Possibly Repurposable Drugs and Drug Targets for COVID-19 Treatment through Hypothesis-Driven Systems Medicine Using CoVex In: Assay and Drug Development Technologies 18 (2020 ), p. 348-355 ISSN: 1540-658X DOI: 10.1089/adt.2020.1010
Mehringer W. , Wirth M. , Gradl S. , Durner L. , Ring M. , Laudanski AF. , Eskofier B. , Michelson G. :An Image-Based Method for Measuring Strabismus in Virtual Reality 2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife , 9. November 2020 - 13. November 2020 )In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020 DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
Mishra A. , Löffler C. , Plinge A. :Recipes for Post-training Quantization of Deep Neural Networks 6th Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC^2) (Virtual (from San Jose, California) , 5. December 2020 - 5. December 2020 ) Open Access: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf URL: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
Rüthlein M. , Köferl F. , Mehringer W. , Eskofier B. :Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning International Conference on Machine Learning;
2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference , 18. July 2020 - 18. July 2020 ) (Conference report)
Sadegh S. , Matschinske J. , Blumenthal DB. , Galindez G. , Kacprowski T. , List M. , Nasirigerdeh R. , Oubounyt M. , Pichlmair A. , Rose TD. , Salgado-Albarran M. , Spaeth J. , Stukalov A. , Wenke NK. , Yuan K. , Pauling JK. , Baumbach J. :Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing In: Nature Communications 11 (2020 ), Article No.: 3518 ISSN: 2041-1723 DOI: 10.1038/s41467-020-17189-2
Seifer AK. , Schinkel-Bielefeld N. , Escalante Banuelos A. , Hoppe U. , Maier A. , Schröter H. :Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach Virtual Conference on Computational Audiology (VCCA2020) (Virtual , 19. June 2020 - 19. June 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/
Sidoroff V. , Raccagni C. , Kaindlstorfer C. , Eschlboeck S. , Fanciulli A. , Granata R. , Eskofier B. , Seppi K. , Poewe W. , Willeit J. , Kiechl S. , Mahlknecht P. , Stockner H. , Marini K. , Schorr O. , Rungger G. , Klucken J. , Wenning G. , Gaßner H. :Characterization of gait variability in multiple system atrophy and Parkinson's disease In: Journal of Neurology (2020 )ISSN: 0340-5354 DOI: 10.1007/s00415-020-10355-y
Skarabot J. , Brownstein CG. , Casolo A. , Del Vecchio A. , Ansdell P. :The knowns and unknowns of neural adaptations to resistance training In: European Journal of Applied Physiology (2020 )ISSN: 1439-6319 DOI: 10.1007/s00421-020-04567-3
Stahlke M. , Kram S. , Mutschler C. , Mahr T. :NLOS detection using UWB channel impulse responses and convolutional neural networks International Conference on Localization and GNSS (ICL-GNSS) (Tampere , 2. June 2020 - 4. June 2020 )
Tietsch M. , Muaremi A. , Clay I. , Kluge F. , Hoefling H. , Ullrich M. , Küderle A. , Eskofier B. , Müller A. :Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies In: Digital Biomarkers 4 (2020 ), p. 50-58 ISSN: 2504-110X DOI: 10.1159/000511611
Wehbi M. , Hamann T. , Barth J. , Eskofier B. :Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer 17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund , 8. September 2020 - 10. September 2020 ) DOI: 10.1109/ICFHR2020.2020.00061
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
Wittenberg T. , Koch R. , Pfeiffer N. , Lang N. , Struck M. , Amft O. , Eskofier B. :Evaluation of HRV estimation algorithms from PPG data using neural networks In: Current Directions in Biomedical Engineering 6 (2020 ), Article No.: 20203130 ISSN: 2364-5504 DOI: 10.1515/cdbme-2020-3130 URL: https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3130/html
2019 2019
Abel L. , Richer R. , Küderle A. , Gradl S. , Eskofier B. , Rohleder N. :Classification of Acute Stress-Induced Response Patterns EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento , 20. May 2019 - 23. May 2019 ) DOI: 10.1145/3329189.3329231 URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
Dorschky E. , Nitschke M. , Seifer AK. , van den Bogert AJ. , Eskofier B. :Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models In: Journal of Biomechanics (2019 )ISSN: 0021-9290 DOI: 10.1016/j.jbiomech.2019.07.022 URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
Kram S. , Stahlke M. , Feigl T. , Seitz J. , Thielecke J. :UWB channel impulse responses for positioning in complex environments: A detailed feature analysis In: Sensors (2019 )ISSN: 1424-8220
2018 2018
Blumenthal DB. , Bougleux S. , Gamper J. , Brun L. :Ring based approximation of graph edit distance Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2018 and Statistical Techniques in Pattern Recognition, SPR 2018 (Beijing , 17. August 2018 - 19. August 2018 )In: Edwin R. Hancock, Tin Kam Ho, Battista Biggio, Richard C. Wilson, Antonio Robles-Kelly, Xiao Bai (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-319-97785-0_28
Blumenthal DB. , Daller E. , Bougleux S. , Brun L. , Gamper J. :Quasimetric Graph Edit Distance as a Compact Quadratic Assignment Problem 24th International Conference on Pattern Recognition, ICPR 2018 (Beijing , 20. August 2018 - 24. August 2018 )In: Proceedings - International Conference on Pattern Recognition 2018 DOI: 10.1109/ICPR.2018.8546055
Blumenthal DB. , Gamper J. :Improved lower bounds for graph edit distance In: IEEE Transactions on Knowledge and Data Engineering 30 (2018 ), p. 503-516 ISSN: 1041-4347 DOI: 10.1109/TKDE.2017.2772243
Chondrogiannis T. , Bouros P. , Gamper J. , Leser U. , Blumenthal DB. :Finding k-dissimilar paths with minimum collective length 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018 (Seattle, WA , 6. November 2018 - 9. November 2018 )In: Li Xiong, Roberto Tamassia, Kashani Farnoush Banaei, Ralf Hartmut Guting, Erik Hoel (ed.): GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2018 DOI: 10.1145/3274895.3274903
Lloyd DFA, van Poppel M, Schultz A, Pushparajah K, Simpson J, van Amerom JFP, Kainz B, Kuklisova-Murgasova M, Vigneswaran T, Charakida M, Miller O, Zidere V, Sharland G, Rutherford M, Hajnal J, Razavi R:MOTION CORRECTED FETAL CARDIAC MRI INCREASES DIAGNOSTIC CONFIDENCE IN CLINICALLY CHALLENGING CASES In: Heart 104 (2018 ), p. A11-A11 ISSN: 1355-6037 DOI: 10.1136/heartjnl-2017-BCCA.31
Nitschke M. , Dorschky E. , Seifer AK. , Schlarb H. , van den Bogert AJ. , Eskofier B. :Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis Summer School "Humans in Motion" (Heidelberg , 23. September 2018 - 28. September 2018 ) URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
2017 2017
Blumenthal DB. , Gamper J. :Correcting and speeding-up bounds for non-uniform graph edit distance 33rd IEEE International Conference on Data Engineering, ICDE 2017 (San Diego, CA , 19. April 2017 - 22. April 2017 )In: Proceedings - International Conference on Data Engineering 2017 DOI: 10.1109/ICDE.2017.57
Blumenthal DB. , Gamper J. :Exact computation of graph edit distance for uniform and non-uniform metric edit costs 11th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2017 (Anacapri, ITA , 16. May 2017 - 18. May 2017 )In: Pasquale Foggia, Mario Vento, Cheng-Lin Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017 DOI: 10.1007/978-3-319-58961-9_19
Kainz B., Bhatia K., Vercauteren T.:Preface RAMBO 2017 Springer Verlag , 2017 ISBN: 9783319675633 URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-85029585297&origin=inward
2008 2008
Kainz B. :Automatic differentiation for GPU-accelerated 2D/3D registration 2008
Kainz B., Grabner M., Rüther M.:Fast marker based C-Arm pose estimation 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2008 (New York, NY ) DOI: 10.1007/978-3-540-85990-1_78
Reiter G., Reiter U., Kovacs G., Kainz B., Schmidt K., Maier R., Olschewski H., Rienmueller R.:Magnetic resonance-derived 3-dimensional blood flow patterns in the main pulmonary artery as a marker of pulmonary hypertension and a measure of elevated mean pulmonary arterial pressure. In: Circulation. Cardiovascular genetics 1 (2008 ), p. 23-30 ISSN: 1942-3268 DOI: 10.1161/CIRCIMAGING.108.780247