Publications
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2024 |
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Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2024. A generalisable heartbeat classifier leveraging self-supervised learning for ECG analysis during magnetic resonance imaging. IEEE Journal of Biomedical and Health Informatics 28, 9, 5147-5155. DOI: 10.1109/jbhi.2024.3411792 |
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Sofia Mu?oz-Ruiz, Juandiego Saavedra-Ordo?ez, Natalia Valencia-Fajardo, Nicolai Spicher, Rubiel Vargas-Ca?as and Ennio Idrobo-?vila. 2024. Analysis of electrocardiographic signals to assess heart rate variability under surgical context: a methodological proposal. In Proceedings of the Workshop Biosignals?, 28 February - 1 March 2024, G?ttingen, Germany. Georg-August-Universit?t G?ttingen, G?ttingen DOI: 10.47952/gro-publ-215 |
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Shahin Amiriparian, Filip Packań, Maurice Gerczuk and Bj?rn W. Schuller. 2024. ExHuBERT: enhancing HuBERT through block extension and fine-tuning on 37 emotion datasets. In Itshak Lapidot, Sharon Gannot (Eds.). Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association, 1-5 September 2024, Kos, Greece. ISCA, 2635-2639 DOI: 10.21437/interspeech.2024-280 |
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Sebastian Zaunseder and Vincent Fleischhauer. 2024. Morphology of PPGI signals upon stimulation. In 2024 Computing in Cardiology Conference (CinC), September 8-11, 2024, Karlsruhe, Germany. Computing in Cardiology (CinC), 1-4 DOI: 10.22489/cinc.2024.203 |
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Tobias Vogelsang, J. Kolonko, Alexander Woyczyk, Filip Packań, Alwin Hoffmann, Bj?rn Schuller, Shahin Amiriparian and Sebastian Zaunseder. 2024. Prelimary analysis on the usage of hypersepctral reconstruction for imaging photoplethysmography and heart rate detection. In The 12th International Conference on E-Health and Bioengineering (EHB 2024), 14-15 November 2024, Iasi, Romania. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/EHB64556.2024.10805587 |
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Ennio Idrobo-?vila, Gergo? Bognár, Dagmar Krefting, Thomas Penzel, Péter Kovács and Nicolai Spicher. 2024. Quantifying the suitability of biosignals acquired during surgery for multimodal analysis. IEEE Open Journal of Engineering in 威尼斯赌博游戏_威尼斯赌博app-【官网】icine and Biology 5, 250-260. DOI: 10.1109/ojemb.2024.3379733 |
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Alexander Woyczyk and Sebastian Zaunseder. in press. Unobtrusive monitoring applications: video-based blood pressure assessment. In Unobtrusive and contact-free monitoring of vital signs. CRC Press, Boca Raton, FL |
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2023 |
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Theresa Bender, Philip Gemke, Ennio Idrobo-?vila, Henning Dathe, Dagmar Krefting and Nicolai Spicher. 2023. Benchmarking the impact of noise on deep learning-based classification of atrial fibrillation in 12-Lead ECG. In Maria H?gglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsk?ld, Parisis Gallos (Eds.). Caring is sharing – exploiting the value in data for health and innovation, Proceedings of MIE 2023. IOS Press, Amsterdam, 977-981 DOI: 10.3233/SHTI230321 |
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Norbert F. Bischof, Pierre G. Aublin and Bernhard U. Seeber. 2023. Fast processing models effects of reflections on binaural unmasking. Acta Acustica 7, 11. DOI: 10.1051/aacus/2023005 |
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Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2023. Hermite based parametric representation of magnetohydrodynamic effect for the generation of synthetic ECG signals during magnetic resonance imaging. In Gari Clifford, Matthew Reyna, Herman Taylor, May Wang, Omer Inan (Eds.). 2023 Computing in Cardiology Conference (CinC), 1-4 October 2023, Atlanta, Georgia, USA. Computing in Cardiology (CinC), 1-4 DOI: 10.22489/cinc.2023.116 |
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Alexander Woyczyk and Sebastian Zaunseder. 2023. Impact of body position on imaging ballistocardiographic signals. In Ioanna Chouvarda, Ana Fred, Hugo Gamboa (Eds.). Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), February 16-18, 2023, Lisbon, Portugal - Volume 4: BIOSIGNALS. SciTePress, Setúbal, 55-65 DOI: 10.5220/0011659900003414 |
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Vincent Fleischhauer, Jan Bruhn, Stefan Rasche and Sebastian Zaunseder. 2023. Photoplethysmography upon cold stress — impact of measurement site and acquisition mode. Frontiers in Physiology 14, 1127624. DOI: 10.3389/fphys.2023.1127624 |
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Ennio Idrobo-?vila, Gerg? Bognár, Dagmar Krefting, Philip Gemke, Theresa Bender, Péter Kovács and Nicolai Spicher. 2023. Quality assessment for multimodal biosignals acquired intraoperatively [Abstract]. In Alexandra Reichenbach, Monika Pobiruchin (Eds.). 68. Jahrestagung der Deutschen Gesellschaft für 威尼斯赌博游戏_威尼斯赌博app-【官网】izinische Informatik, Biometrie und Epidemiologie e.V. (GMDS), 17.09.-21.09.23, Heilbronn. German 威尼斯赌博游戏_威尼斯赌博app-【官网】ical Science GMS Publishing House, Düsseldorf, DocAbstr. 193 DOI: 10.3205/23gmds101 |
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Philip Hempel, Theresa Bender, Ennio Idrobo-?vila, Henning Dathe, Dagmar Krefting, Tim Kacprowski and Nicolai Spicher. 2023. Quantifying alterations over time in ST-segment/T-wave amplitudes during elective percutaneous coronary intervention. Computing in Cardiology Conference (CinC) 50, ID 112. DOI: 10.22489/cinc.2023.112 |
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Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2023. SILICONet: a Siamese lead invariant convolutional network for ventricular heartbeat detection in electrocardiograms (ECG). In ICLR 2023 Workshop on Time Series Representation Learning for Health, ICLR 2023 TSRL4H, May 05, 2023, Kigali, Rwanda & virtual. OpenReview |
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Lucas Plagwitz, Tobias Vogelsang, Florian Doldi, Lucas Bickmann, Michael Fujarski, Lars Eckardt and Julian Varghese. 2023. The necessity of multiple data sources for ECG-based machine learning models. In Maria H?gglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsk?ld and Parisis Gallos (Ed.). Caring is sharing – exploiting the value in data for health and innovation. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 302), 33-37. DOI: 10.3233/shti230059 |
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Vincent Fleischhauer, Jasmin Adrians and Sebastian Zaunseder. 2023. Validation of skin perfusion monitoring by imaging PPG versus laser speckle imaging. Current Directions in Biomedical Engineering 9, 1, 351-354. DOI: 10.1515/cdbme-2023-1088 |
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2022 |
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Felix Gr??er, Falko Tesch, Jochen Schmitt, Susanne Abraham, Hagen Malberg and Sebastian Zaunseder. 2022. A pharmaceutical therapy recommender system enabling shared decision-making. User Modeling and User-Adapted Interaction 32, 5, 1019-1062. DOI: 10.1007/s11257-021-09298-4 |
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Pierre G. Aublin, Jacques Felblinger and Julien Oster. 2022. Automated detection of ventricular heartbeats from Electrocardiogram (ECG) acquired during Magnetic Resonance Imaging (MRI). In Christine Pickett, Cristiana Corsi, Rob MacLeod (Eds.). Computing in Cardiology 2022, 4-7 September 2022, Tampere, Finland. IEEE, Los Alamitos, CA, 1-4 DOI: 10.22489/CinC.2022.192 |
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Vincent Fleischhauer, Aarne Feldheiser and Sebastian Zaunseder. 2022. Beat-to-beat blood pressure estimation by photoplethysmography and its interpretation. Sensors 22, 18, 7037. DOI: 10.3390/s22187037 |
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Sebastian Zaunseder and Stefan Rasche. 2022. Clinical applications for imaging photoplethysmography. In Wenjin Wang and Xuyu Wang (Ed.). Contactless Vital Signs Monitoring. Elsevier, 149-164. DOI: 10.1016/b978-0-12-822281-2.00015-9 |
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Matthias Stetzuhn, Timo Tigges, Alexandru Gabriel Pielmus, Claudia Spies, Charlotte Middel, Michael Klum, Sebastian Zaunseder, Reinhold Orglmeister and Aarne Feldheiser. 2022. Detection of a stroke volume decrease by machine-learning algorithms based on thoracic bioimpedance in experimental hypovolaemia. Sensors 22, 14, 5066. DOI: 10.3390/s22145066 |
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2022. Deutsche Normungsroadmap Künstliche Intelligenz: Ausgabe 2. DKE Deutsche Kommission Elektrotechnik Elektronik Informationstechnik in DIN und VDE, Offenbach am Main. |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2022. Development of a biofeedback system using harmonic musical intervals to control heart rate variability with a generative adversarial network. Biomedical Signal Processing and Control 71, 103095. DOI: 10.1016/j.bspc.2021.103095 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2022. Heart response to harmonic music interval stimuli via deep learning structures. International Journal on Advanced Science, Engineering and Information Technology 12, 4, 1421-1427. DOI: 10.18517/ijaseit.12.4.16033 |
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Miriam Goldammer, Sebastian Zaunseder, Moritz D. Brandt, Hagen Malberg and Felix Gr??er. 2022. Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness. Biomedical Signal Processing and Control 71, 103047. DOI: 10.1016/j.bspc.2021.103047 |
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Pierre G. Aublin, Mouin Ben Ammar, Jeremy Fix, Michel Barret, Joachim A. Behar and Julien Oster. 2022. Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting. Physiological Measurement 43, 5, 054001. DOI: 10.1088/1361-6579/ac66b9 |
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Sebastian Zaunseder, Antti Vehkaoja, Vincent Fleischhauer and Christoph Hoog Antink. 2022. Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors. Biomedical Signal Processing and Control 74, 103538. DOI: 10.1016/j.bspc.2022.103538 |
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2021 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2021. A proposal for a data-driven approach to the influence of music on heart dynamics. Frontiers in Cardiovascular 威尼斯赌博游戏_威尼斯赌博app-【官网】icine 8, 699145. DOI: 10.3389/fcvm.2021.699145 |
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Alexander Woyczyk, Vincent Fleischhauer and Sebastian Zaunseder. 2021. Adaptive Gaussian mixture model driven level set segmentation for remote pulse rate detection. IEEE Journal of Biomedical and Health Informatics 25, 5, 1361-1372. DOI: 10.1109/jbhi.2021.3054779 |
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Robin Pape, Stefan Patzke, Sebastian Zaunseder and J?rg Thiem. 2021. Automatic hypercube acquisition with high spatial and spectral resolution using a HSI linescan camera. Current Directions in Biomedical Engineering 7, 2, 811-814. DOI: 10.1515/cdbme-2021-2207 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Rubiel Vargas-Ca?as, Flavio Mu?oz-Bola?os and Leon van Noorden. 2021. Can the application of certain music information retrieval methods contribute to the machine learning classification of electrocardiographic signals?. Heliyon 7, 2, e06257. DOI: 10.1016/j.heliyon.2021.e06257 |
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Pierre Aublin, Mouin Ben Ammar, Nina Achache, Melina Benahmed, Aymane El Hichami, Michel Barret, Jeremy Fix and Julien Oster. 2021. Cardiac abnormality detection based on an ensemble voting of single-lead classifier predictions. In 2021 Computing in Cardiology (CinC), 13-15 September 2021, Brno, Czech Republic. IEEE, Los Alamitos, CA, 1-4 DOI: 10.23919/cinc53138.2021.9662824 |
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Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg and Mathias Baumert. 2021. Evaluation of ventricular repolarization variability in patients with nonischemic dilated cardiomyopathy from vectorcardiography. In Computing in Cardiology (CinC), volume 48, 13-15 September 2021, Brno, Czech Republic. Computing in Cardiology, 1-4 DOI: 10.22489/CinC.2021.153 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2021. Judgement of valence of musical sounds by hand and by heart, a machine learning paradigm for reading the heart. Heliyon 7, 7, e07565. DOI: 10.1016/j.heliyon.2021.e07565 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2021. Musical structures and the heart: through the lens of artificial intelligence. Eliva, Chi?in?u. |
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Alexandru-Gabriel Pielmus, Jens Mühlstef, Erik Bresch, Martin Glos, Christiane Jungen, Stefan Mieke, Reinhold Orglmeister, Andreas Schulze, Birgit Stender, Verena Voigt and Sebastian Zaunseder. 2021. Surrogate based continuous noninvasive blood pressure measurement. Biomedical Engineering / Biomedizinische Technik 66, 3, 231-245. DOI: 10.1515/bmt-2020-0209 |
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Gerald A. Urban, Kurt Becker, Martin Braecklein, Birgit Habenstein, Petra Knaup, Andreas Melzer, Thomas Stieglitz and Sebastian Zaunseder. 2021. Technologische Souver?nit?t in der Biomedizinischen Technik - der Mensch im Fokus. VDE Verband der Elektrotechnik Elektronik Informationstechnik, Frankfurt am Main. |
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Norbert Kolotzek, Pierre G. Aublin and Bernhard U. Seeber. 2021. The effect of early and late reflections on binaural unmasking. In Holger Waubke, Peter Balazs (Eds.). Fortschritte der Akustik - DAGA 2021: 47. Jahrestagung für Akustik, 15.-18. August 2021, Wien und Online; Tagungsband. Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 282-284 |
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2020 |
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Stefan Rasche, Robert Huhle, Erik Junghans, Marcelo Gama de Abreu, Yao Ling, Alexander Trumpp and Sebastian Zaunseder. 2020. Association of remote imaging photoplethysmography and cutaneous perfusion in volunteers. Scientific Reports 10, 1, 16464. DOI: 10.1038/s41598-020-73531-0 |
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Imre Kukel, Alexander Trumpp, Katrin Pl?tze, Antje Rost, Sebastian Zaunseder, Klaus Matschke and Stefan Rasche. 2020. Contact-free optical assessment of changes in the chest wall perfusion after coronary artery bypass grafting by imaging photoplethysmography. Applied Sciences 10, 18, 6537. DOI: 10.3390/app10186537 |
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Vincent Fleischhauer, Nora Ruprecht, Michele Sorelli, Leonardo Bocchi and Sebastian Zaunseder. 2020. Pulse decomposition analysis in photoplethysmography imaging. Physiological Measurement 41, 9, 095009. DOI: 10.1088/1361-6579/abb005 |
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Martin Schmidt, Robin Dunker, Hagen Malberg and Sebastian Zaunseder. 2020. Quantification of ventricular repolarization fluctuations in patients with myocardial infarction. In Computing in Cardiology Conference (CinC), volume 47, 13-16 September 2020, Rimini, Italy. Computing in Cardiology, 1-4 DOI: 10.22489/cinc.2020.168 |
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Ennio Idrobo-?vila, Humberto Loaiza-Correa, Flavio Mu?oz-Bola?os, Leon van Noorden and Rubiel Vargas-Ca?as. 2020. Recognition of valence judgments in music perception using electrocardiographic signals and machine learning. In Karina Rosas-Paredes, Klinge Orlando Villalba-Condori (Eds.). HCI 2020: proceedings of the VI Iberoamerican Conference of Computer Human Interaction (HCI 2020), Arequipa, Perú, September 16-18, 2020. CEUR-WS, Aachen, 72-81 |
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Joachim A. Behar, Chengyu Liu, Kevin Kotzen, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, David Sebag, Georgy Kopanitsa, Patrick E. McSharry, Walter Karlen, Chandan Karmakar and Gari D. Clifford. 2020. Remote health diagnosis and monitoring in the time of Covid-19. Physiological Measurement 41, 10, 10TR01. DOI: 10.1088/1361-6579/abba0a |
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Alexander Woyczyk, Vincent Fleischhauer and Sebastian Zaunseder. 2020. Skin segmentation using active contours and Gaussian mixture models for heart rate detection in videos. In Terry Boult, Gerard 威尼斯赌博游戏_威尼斯赌博app-【官网】ioni, Ramin Zabih, Eric Mortensen, Margaux Masson (Eds.). Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 14-19 June 2020, Seattle, WA, USA. IEEE, Piscataway, NJ, 1265-1273 DOI: 10.1109/cvprw50498.2020.00164 |
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Miriam Goldammer, Sebastian Zaunseder, Hagen Malberg and Felix Gr??er. 2020. Specializing CNN models for sleep staging based on heart rate. In Computing in Cardiology Conference (CinC), volume 47, 13-16 September 2020, Rimini, Italy. Computing in Cardiology, 1-4 DOI: 10.22489/cinc.2020.105 |
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2019 |
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Vincent Fleischhauer, Nora Ruprecht and Sebastian Zaunseder. 2019. Camera-based spatial assessment of perfusion upon stimuli. Current Directions in Biomedical Engineering 5, 1, 105-108. DOI: 10.1515/cdbme-2019-0027 |
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Vincent Fleischhauer, Alexander Woyczyk, Stefan Rasche and Sebastian Zaunseder. 2019. Impact of sympathetic activation in imaging photoplethysmography. In Kyoung Mu Lee, David Forsyth, Marc Pollefeys, Xiaoou Tang, Eric Mortensen, Jongwoo Lim (Eds.). International Conference on Computer Vision Workshop (ICCVW), 27-28 October 2019, Seoul, Korea (South). IEEE, Piscataway, NJ, 1697-1705 DOI: 10.1109/iccvw.2019.00210 |
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Miriam Goldammer, Lucas Weber, Hagen Malberg and Sebastian Zaunseder. 2019. Individualized sleep stage classification from cardiorespiratory features. In Ilangko Balasingham, Dirk Plettemeier, Mladen Veleti? (Eds.). 13th International Symposium on 威尼斯赌博游戏_威尼斯赌博app-【官网】ical Information and Communication Technology (ISMICT), 08-10 May 2019, Oslo, Norway. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/ismict.2019.8743755 |
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Felix Gr??er, Hagen Malberg and Sebastian Zaunseder. 2019. Neighborhood optimization for therapy decision support. Current Directions in Biomedical Engineering 5, 1, 1-4. DOI: 10.1515/cdbme-2019-0001 |
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Martin Schmidt, Mathias Baumert, Thomas Penzel, Hagen Malberg and Sebastian Zaunseder. 2019. Nocturnal ventricular repolarization lability predicts cardiovascular mortality in the Sleep Heart Health Study. American Journal of Physiology-Heart and Circulatory Physiology 316, 3, H495-H505. DOI: 10.1152/ajpheart.00649.2018 |
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Matthieu Scherpf, Felix Grae?er, Hagen Malberg and Sebastian Zaunseder. 2019. Predicting sepsis with a recurrent neural network using the MIMIC III database. Computers in Biology and 威尼斯赌博游戏_威尼斯赌博app-【官网】icine 113, 103395. DOI: 10.1016/j.compbiomed.2019.103395 |
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Michele Sorelli, Carlotta Kopietz, Sebastian Zaunseder and Leonardo Bocchi. 2019. Pulse decomposition analysis in camera-based photoplethysmography. In Thomas Prenzel, Thomas Lenarz, Mohamad Sawan, Riccardo Barbieri (Eds.). 41st Annual International Conference of the IEEE Engineering in 威尼斯赌博游戏_威尼斯赌博app-【官网】icine and Biology Society (EMBC), 23-27 July 2019, Berlin, Germany. IEEE, Piscataway, NJ, 3179-3182 DOI: 10.1109/embc.2019.8857856 |
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Stefan Rasche, Alexander Trumpp, Martin Schmidt, Katrin Pl?tze, Frederik G?tjen, Hagen Malberg, Klaus Matschke, Matthias Rudolf, Fabian Baum and Sebastian Zaunseder. 2019. Remote photoplethysmographic assessment of the peripheral circulation in critical care patients recovering from cardiac surgery. Shock 52, 2, 174-182. DOI: 10.1097/shk.0000000000001249 |
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Martin Schmidt, Mathias Baumert, Hagen Malberg and Sebastian Zaunseder. 2019. Sex differences in nocturnal ventricular repolarization variability. In Computing in Cardiology Conference (CinC), volume 46, 08-11 September 2019, Singapore. Computing in Cardiology DOI: 10.22489/cinc.2019.069 |
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Jonas Wei?, Sebastian Zaunseder and Martin Schmidt. 2019. The influence of fetal movement to fetal QRS complex morphology. In 41st International Engineering in 威尼斯赌博游戏_威尼斯赌博app-【官网】icine and Biology Conference, July 23–27, 2019, Berlin, Germany. |
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2018 |
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Felix Gr??er, Surya Kallumadi, Hagen Malberg and Sebastian Zaunseder. 2018. Aspect-based sentiment analysis of drug reviews applying cross-domain and cross-data learning. In Patty Kostkova, Floriana Grasso, Carlos Castillo, Yelena Mejova, Arnold Bosman, Michael Edelstein (Eds.). DH '18: Proceedings of the 2018 International Conference on Digital Health, Lyon, France, April 23 - 26, 2018. ACM, New York, NY, 121-125 DOI: 10.1145/3194658.3194677 |
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Alexander Trumpp, Johannes Lohr, Daniel Wedekind, Martin Schmidt, Matthias Burghardt, Axel R. Heller, Hagen Malberg and Sebastian Zaunseder. 2018. Camera-based photoplethysmography in an intraoperative setting. Bio威尼斯赌博游戏_威尼斯赌博app-【官网】ical Engineering OnLine 17, 33. DOI: 10.1186/s12938-018-0467-7 |
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Sebastian Zaunseder, Alexander Trumpp, Daniel Wedekind and Hagen Malberg. 2018. Cardiovascular assessment by imaging photoplethysmography – a review. Biomedical Engineering / Biomedizinische Technik 63, 5, 617-634. DOI: 10.1515/bmt-2017-0119 |
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Ennio H. Idrobo-?vila, Humberto Loaiza-Correa, Leon van Noorden, Flavio G. Mu?oz-Bola?os and Rubiel Vargas-Ca?as. 2018. Different types of sounds and their relationship with the electrocardiographic signals and the cardiovascular system – review. Frontiers in Physiology 9, 525. DOI: 10.3389/fphys.2018.00525 |
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Martin Schmidt, Mathias Baumert, Hagen Malberg and Sebastian Zaunseder. 2018. Iterative two-dimensional signal warping — towards a generalized approach for adaption of one-dimensional signals. Biomedical Signal Processing and Control 43, 311-319. DOI: 10.1016/j.bspc.2018.03.016 |
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Christian S. Pilz, Sebastian Zaunseder, Jarek Krajewski and Vladimir Blazek. 2018. Local group invariance for heart rate estimation from face videos in the wild. In Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 18-22 June 2018, Salt Lake City, UT, USA. IEEE, Piscataway, NJ, 1335-1343 DOI: 10.1109/cvprw.2018.00172 |
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Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder and Urban Wiklund. 2018. Robust methods for automated selection of cardiac signals after blind source separation. IEEE Transactions on Biomedical Engineering 65, 10, 2248-2258. DOI: 10.1109/tbme.2017.2788701 |
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Sebastian Zaunseder, Alexander Trumpp, Hannes Ernst, Michael F?rster and Hagen Malberg. 2018. Spatio-temporal analysis of blood perfusion by imaging photoplethysmography. In Gerard L. Coté (Ed.). Optical diagnostics and sensing XVIII: toward point-of-care diagnostics - SPIE BIOS, 27 January - 1 February 2018, San Francisco, California, USA. SPIE, Bellingham, WA, 105010X DOI: 10.1117/12.2289896 |
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2017 |
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Martin Schubert, Sabine Friedrich, Karlheinz Bock, Daniel Wedekind, Sebastian Zaunseder and Hagen Malberg. 2017. 3D printed flexible substrate with pneumatic driven electrodes for health monitoring. In 21st European Microelectronics and Packaging Conference (EMPC) and Exhibition, 10-13 September 2017, Warsaw, Poland. IEEE, Piscataway, NJ, 1-5 DOI: 10.23919/empc.2017.8346846 |
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Martin Schubert, Martin Schmidt, Paul Wolter, Hagen Malberg, Sebastian Zaunseder and Karlheinz Bock. 2017. Additively manufactured pneumatically driven skin electrodes. Materials 11, 1, 19. DOI: 10.3390/ma11010019 |
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Daniel Wedekind, Alexander Trumpp, Frederik Gaetjen, Stefan Rasche, Klaus Matschke, Hagen Malberg and Sebastian Zaunseder. 2017. Assessment of blind source separation techniques for video-based cardiac pulse extraction. Journal of Biomedical Optics 22, 3, 035002. DOI: 10.1117/1.jbo.22.3.035002 |
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Anton Popov, Oleg Panichev, Yevgeniy Karplyuk, Yaroslav Smirnov, Sebastian Zaunseder and Volodymyr Kharytonov. 2017. Heart beat-to-beat intervals classification for epileptic seizure prediction. In Signal Processing Symposium (SPSympo), 12-14 September 2017, Jachranka, Poland. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/sps.2017.8053647 |
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Christian S. Pilz, Sebastian Zaunseder, Ulrich Canzler and Jarek Krajewski. 2017. Heart rate from face videos under realistic conditions for advanced driver monitoring. Current Directions in Biomedical Engineering 3, 2, 483-487. DOI: 10.1515/cdbme-2017-0102 |
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Ennio Hugo Idrobo-?vila, Jairo A. Vasquez-López and Rubiel Vargas-Ca?as. 2017. La exposición ocupacional al formol y la nueva tabla de enfermedades laborales. Revista de Salud Pública 19, 3, 382-385. DOI: 10.15446/rsap.v19n3.47740 |
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Dirk Hoyer, Jan ?ebrowski, Dirk Cysarz, Hern?ni Gon?alves, Adelina Pytlik, Célia Amorim-Costa, Jo?o Bernardes, Diogo Ayres-de-Campos, Otto W. Witte, Ekkehard Schleu?ner, Lisa Stroux, Christopher Redman, Antoniya Georgieva, Stephen Payne, Gari Clifford, Maria G. Signorini, Giovanni Magenes, Fernando Andreotti, Hagen Malberg, Sebastian Zaunseder, Igor Lakhno and Uwe Schneider. 2017. Monitoring fetal maturation - objectives, techniques and indices of autonomic function. Physiological Measurement 38, 5, R61-R88. DOI: 10.1088/1361-6579/aa5fca |
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Felix Gr??er, Hagen Malberg, Sebastian Zaunseder, Stefanie Beckert, Denise Küster, Jochen Schmitt and Susanne Abraham. 2017. Neighborhood-based collaborative filtering for therapy decision support. In Second International Workshop on Health Recommender Systems, August 27 - 31, 2017, Como, Italy. |
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Fernando Andreotti, Felix Grasser, Hagen Malberg and Sebastian Zaunseder. 2017. Non-invasive fetal ECG signal quality assessment for multichannel heart rate estimation. IEEE Transactions on Biomedical Engineering 64, 12, 2793-2802. DOI: 10.1109/tbme.2017.2675543 |
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Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Matthias Rudolf, Hagen Malberg, Klaus Matschke and Sebastian Zaunseder. 2017. Relation between pulse pressure and the pulsation strength in camera-based photoplethysmograms. Current Directions in Biomedical Engineering 3, 2, 489-492. DOI: 10.1515/cdbme-2017-0184 |
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Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt, Thomas Waldow, Frederik Gaetjen, Katrin Pl?tze, Hagen Malberg, Klaus Matschke and Sebastian Zaunseder. 2017. Skin detection and tracking for camera-based photoplethysmography using a Bayesian classifier and level set segmentation. In Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels and Thomas Tolxdorff (Ed.). Bildverarbeitung für die 威尼斯赌博游戏_威尼斯赌博app-【官网】izin 2017: Algorithmen - Systeme - Anwendungen; Proceedings des Workshops vom 12. bis 14. M?rz 2017 in Heidelberg. Springer, Berlin, 43-48. DOI: 10.1007/978-3-662-54345-0_16 |