Publications

2023

Alexander Marx, Francesco Di Stefano, Heike Leutheuser, Kieran Chin-Cheong, Marc Pfister, Marie-Anne Burckhardt, Sara Bachmann, Julia E. Vogt: Blood glucose forecasting from temporal and static information in children with T1D. In: Frontiers in Pediatrics, 11 (2023). - .
doi:10.3389/fped.2023.1296904

Madeleine Flaucher, Anastasiya Zakreuskaya, Michael Nissen, Alexander Mocker, Peter A. Fasching, Matthias W. Beckmann, Björn M. Eskofier, Heike Leutheuser: Evaluating the Effectiveness of Mobile Health in Breast Cancer Care : A Systematic Review. In: The Oncologist, 28 (2023). - S. e847-e858.
doi:10.1093/oncolo/oyad217

Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas Maier, Peter A. Fasching, Björn M. Eskofier, Heike Leutheuser: Fetal re-identification in multiple pregnancy ultrasound images using deep learning. In: 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2023.
doi:10.1109/EMBC40787.2023.10340336

Michael Nissen, Nuria Barrios Campo, Madeleine Flaucher, Katharina M. Jaeger, Adriana Titzmann, Dominik Blunck, Peter A. Fasching, Victoria Engelhardt, Björn M. Eskofier, Heike Leutheuser: Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data. In: npj Digital Medicine, 6 (2023). - .
doi:10.1038/s41746-023-00935-3

Michael Nissen, Carlos A. Perez, Katharina M. Jaeger, Hannah Bleher, Madeleine Flaucher, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Matthias W. Beckmann, Björn M. Eskofier, Heike Leutheuser: Usability and perception of a wearable-integrated digital maternity record app in Germany : user study. In: JMIR Pediatrics and Parenting, 6 (2023). - .
doi:10.2196/50765

Michael Nissen, Madeleine Flaucher, Katharina M. Jaeger, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Björn M. Eskofier, Heike Leutheuser: WebPPG: Feasibility and usability of self-performed, browser-based smartphone photoplethysmography. In: 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2023.
doi:10.1109/EMBC40787.2023.10340204

2022

Junichi Kushioka, Ruopeng Sun, Wei Zhang, Amir Muaremi, Heike Leutheuser, Charles A. Odonkor, Matthew Smuck: Gait variability to phenotype common orthopedic gait impairments using wearable sensors. In: Sensors, 22 (2022). - .
doi:10.3390/s22239301

Katharina M. Jaeger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Björn M. Eskofier, Heike Leutheuser: Machine learning-based detection of in-utero fetal presentation from non-invasive fetal ECG. In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) : proceedings. - Piscataway, NJ : IEEE, 2022. - S. 01-04.
doi:10.1109/BHI56158.2022.9926804

2021

Charles A. Odonkor, Salam Taraben, Christy Tomkins-Lane, Wei Zhang, Amir Muaremi, Heike Leutheuser, Ruopeng Sun, Matthew Smuck: Examining the association between self-reported estimates of function and objective measures of gait and physical capacity in lumbar stenosis. In: Archives of Rehabilitation Research and Clinical Translation, 3 (2021). - .
doi:10.1016/j.arrct.2021.100147

2020

Charles Odonkor, Anne Kuwabara, Christy Tomkins-Lane, Wei Zhang, Amir Muaremi, Heike Leutheuser, Ruopeng Sun, Matthew Smuck: Gait features for discriminating between mobility-limiting musculoskeletal disorders : Lumbar spinal stenosis and knee osteoarthritis. In: Gait & Posture, 80 (2020). - S. 96-100.
doi:10.1016/j.gaitpost.2020.05.019

2019

Heike Leutheuser: Wearable computing applications in eHealth. - Erlangen : FAU University Press, 2019. - xvi, 235 S.
doi:10.25593/978-3-96147-261-1

2018

Andreas Tobola, Heike Leutheuser, Markus Pollak, Peter Spies, Christian Hofmann, Christian Weigand, Björn M. Eskofier, Georg Fischer: Self-powered multiparameter health sensor. In: IEEE Journal of Biomedical and Health Informatics, 22 (2018). - S. 15-22.
doi:10.1109/JBHI.2017.2708041

2017

Patricia Z. Zheng, Amir Muaremi, Heike Leutheuser, Justin Norden, Aman Sinha, Björn M. Eskofier, Matthew Smuck: Poster 109: Discriminating physical performance phenotypes of patients with chronic low back pain. In: PM&R, 9 (2017). - S. 169.
doi:10.1016/j.pmrj.2017.08.056

Heike Leutheuser, Christian Heyde, Kai Roecker, Albert Gollhofer, Björn M. Eskofier: Reference-free adjustment of respiratory inductance plethysmography for measurements during physical exercise. In: IEEE Transactions on Biomedical Engineering, 64 (2017). - S. 2836-2846.
doi:10.1109/TBME.2017.2675941

Heike Leutheuser, Nadine R. Lang, Stefan Gradl, Matthias Struck, Andreas Tobola, Christian Hofmann, Lars Anneken, Björn M. Eskofier: Textile integrated wearable technologies for sports and medical applications. In: Stefan Schneegass, Oliver Amft (Hrsg.): Smart textiles : fundamentals, design, and interaction. - Cham : Springer, 2017. - S. 359-382.
doi:10.1007/978-3-319-50124-6_16

Stefan Gradl, Tobias Cibis, Jasmine Lauber, Robert Richer, Ruslan Rybalko, Norman Pfeiffer, Heike Leutheuser, Markus Wirth, Vinzenz von Tscharner, Björn M. Eskofier: Wearable current-based ECG monitoring system with non-insulated electrodes for underwater application. In: Applied Sciences, 7 (2017). - .
doi:10.3390/app7121277

2016

Andreas Tobola, Heike Leutheuser, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Björn M. Eskofier, Georg Fischer: Battery runtime optimization toolbox for wearable biomedical sensors. In: 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2016. - S. 199-204.
doi:10.1109/BSN.2016.7516259

Heike Leutheuser, Stefan Gradl, Lars Anneken, Martin Arnold, Nadine Lang, Stephan Achenbach, Björn M. Eskofier: Instantaneous P- and T-wave detection : Assessment of three ECG fiducial points detection algorithms. In: 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2016. - S. 329-334.
doi:10.1109/BSN.2016.7516283

Jakob Wasza, Peter Fischer, Heike Leutheuser, Tobias Oefner, Christoph Bert, Andreas Maier, Joachim Hornegger: Real-time respiratory motion analysis using 4-D shape priors. In: IEEE Transactions on Biomedical Engineering, 63 (2016). - S. 485-495.
doi:10.1109/TBME.2015.2463769

2015

Heike Leutheuser, Stefan Gradl, Björn M. Eskofier, Andreas Tobola, Nadine Lang, Lars Anneken, Martin Arnold, Stephan Achenbach: Arrhythmia classification using RR intervals : Improvement with sinusoidal regression feature. In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 1-5.
doi:10.1109/BSN.2015.7299371

Katharina Full, Heike Leutheuser, Jason Schlessman, Roger Armitage, Björn M. Eskofier: Comparative study on classifying gait with a single trunk-mounted inertial-magnetic measurement unit. In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 1-6.
doi:10.1109/BSN.2015.7299375

Nadine R. Lang, Matthias Brischwein, Erik Hasslmeyer, Daniel Tantinger, Sven Feilner, Axel Heinrich, Heike Leutheuser, Stefan Gradl, Christian Weigand, Björn M. Eskofier, Matthias Struck: Filter and processing method to improve R-peak detection for ECG data with motion artefacts from wearable systems. In: Alan Murray (Hrsg.): 2015 Computing in Cardiology Conference (CinC). - Piscataway, NJ : IEEE, 2015. - S. 917-920.
doi:10.1109/CIC.2015.7411061

Daniel Tantinger, Markus Zrenner, Nadine R. Lang, Heike Leutheuser, Björn M. Eskofier, Christian Weigand, Matthias Struck: Human authentication implemented for mobile applications based on ECG-data acquired from sensorized garments. In: Alan Murray (Hrsg.): 2015 Computing in Cardiology Conference (CinC). - Piscataway, NJ : IEEE, 2015. - S. 417-420.
doi:10.1109/CIC.2015.7408675

Andreas Tobola, Franz J. Streit, Chris Espig, Oliver Korpok, Christian Sauter, Nadine Lang, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Heike Leutheuser, Björn M. Eskofier, Georg Fischer: Sampling rate impact on energy consumption of biomedical signal processing systems. In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 1-6.
doi:10.1109/BSN.2015.7299392

Andreas Tobola, Chris Espig, Franz J. Streit, Oliver Korpok, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Heike Leutheuser, Björn M. Eskofier, Georg Fischer: Scalable ECG hardware and algorithms for extended runtime of wearable sensors. In: 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) : Proceedings. - Piscataway, NJ : IEEE, 2015. - S. 255-260.
doi:10.1109/MeMeA.2015.7145209

Stefan Gradl, Heike Leutheuser, Mohamed Elgendi, Nadine Lang, Björn M. Eskofier: Temporal correction of detected R-peaks in ECG signals : A crucial step to improve QRS detection algorithms. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 522-525.
doi:10.1109/EMBC.2015.7318414

Patrick Mullan, Christoph M. Kanzler, Benedikt Lorch, Lea Schroeder, Ludwig Winkler, Larissa Laich, Frederik Riedel, Robert Richer, Christoph Luckner, Heike Leutheuser, Björn M. Eskofier, Cristian Pasluosta: Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 6114-6117.
doi:10.1109/EMBC.2015.7319787

Beeke E. Heldberg, Thomas Kautz, Heike Leutheuser, Rüdiger Hopfengärtner, Burkhard S. Kasper, Björn M. Eskofier: Using wearable sensors for semiology-independent seizure detection : towards ambulatory monitoring of epilepsy. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 5593-5596.
doi:10.1109/EMBC.2015.7319660

Ulf Jensen, Heike Leutheuser, Steffen Hofmann, Benno Schuepferling, Gerald Suttner, Kristin Seiler, Johannes Kornhuber, Björn M. Eskofier: A wearable real-time activity tracker. In: Biomedical Engineering Letters, 5 (2015). - S. 147-157.
doi:10.1007/s13534-015-0184-0

Tobias Cibis, Benjamin H. Groh, Heike Gatermann, Heike Leutheuser, Björn M. Eskofier: Wearable real-time ECG monitoring with emergency alert system for scuba diving. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2015. - S. 6074-6077.
doi:10.1109/EMBC.2015.7319777

2014

D. Schuldhaus, S. Dorn, Heike Leutheuser, A. Tallner, J. Klucken, Björn M. Eskofier: An adaptable inertial sensor fusion-based approach for energy expenditure estimation. In: James Goh (Hrsg.): The 15th International Conference on Biomedical Engineering (ICBME). - Cham : Springer, 2014. - S. 124-127.
doi:10.1007/978-3-319-02913-9_32

Heike Leutheuser, Tristan Gottschalk, Lars Anneken, Matthias Struck, Albert Heuberger, Martin Arnold, Stephan Achenbach, Björn M. Eskofier: Automatic ECG arrhythmia detection in real-time on Android-based mobile devices. In: Daniel Novák (Hrsg.): Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health. - Czech, Prague : 2014.

Heike Leutheuser, Christian Heyde, Albert Gollhofer, Björn M. Eskofier: Comparison of a priori calibration models for respiratory inductance plethysmography during running. In: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2014. - S. 6393-6396.
doi:10.1109/EMBC.2014.6945091

Heike Leutheuser, Stefan Gradl, Patrick Kugler, Lars Anneken, Martin Arnold, Stephan Achenbach, Björn M. Eskofier: Comparison of real-time classification systems for arrhythmia detection on Android-based mobile devices. In: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2014. - S. 2690-2693.
doi:10.1109/EMBC.2014.6944177

Florian Gabsteiger, Heike Leutheuser, Pedro Reis, Matthias Lochmann, Björn M. Eskofier: ICA-based reduction of electromyogenic artifacts in EEG data : Comparison with and without EMG data. In: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2014. - S. 3861-3864.
doi:10.1109/EMBC.2014.6944466

Heike Leutheuser, Sina Doelfel, Dominik Schuldhaus, Samuel Reinfelder, Björn M. Eskofier: Performance comparison of two step segmentation algorithms using different step activities. In: 2014 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) : proceedings. - Piscataway, NJ : IEEE, 2014. - S. 143-148.
doi:10.1109/BSN.2014.37

Christian Heyde, Heike Leutheuser, Björn M. Eskofier, Kai Roecker, Albert Gollhofer: Respiratory inductance plethysmography : a rationale for validity during exercise. In: Medicine & Science in Sports & Exercise, 46 (2014). - S. 488-495.
doi:10.1249/mss.0000000000000130

Florian Gabsteiger, Heike Leutheuser, Pedro Reis, Matthias Lochmann, Björn M. Eskofier: SVM for semi-automatic selection of ICA components of electromyogenic artifacts in EEG data. In: James Goh (Hrsg.): The 15th International Conference on Biomedical Engineering (ICBME). - Cham : Springer, 2014. - S. 132-135.
doi:10.1007/978-3-319-02913-9_34

Andreas Tobola, Oliver Korpok, Heike Leutheuser, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Björn M. Eskofier, Albert Heuberger, Georg Fischer: System design impacts on battery runtime of wearable medical sensors. In: Daniel Novák (Hrsg.): Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health. - Czech, Prague : 2014. - S. 1-4.

Dominik Schuldhaus, Heike Leutheuser, Björn M. Eskofier: Towards big data for activity recognition : a novel database fusion strategy. In: Proceedings of the 9th International Conference on Body Area Networks (BodyNets). - Brussels, Belgium : ICST, 2014. - S. 97-103.
doi:10.4108/icst.bodynets.2014.256946

2013

Dominik Schuldhaus, Heike Leutheuser, Björn M. Eskofier: Classification of daily life activities by decision level fusion of inertial sensor data. In: Proceedings of the 8th International Conference on Body Area Networks : BodyNets '13. - Brussels, Belgium : Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, 2013. - S. 77-82.
doi:10.4108/icst.bodynets.2013.253534

Heike Leutheuser, Florian Gabsteiger, Felix Hebenstreit, Pedro Reis, Matthias Lochmann, Björn M. Eskofier: Comparison of the AMICA and the InfoMax algorithm for the reduction of electromyogenic artifacts in EEG data. In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2013. - S. 6804-6807.
doi:10.1109/EMBC.2013.6611119

Heike Leutheuser, Björn M. Eskofier: Heart rate variability during physical exercise. In: International Journal of Computer Science in Sport, 12 (2013). - S. 61-68.

Heike Leutheuser, Dominik Schuldhaus, Björn M. Eskofier: Hierarchical, multi-sensor based classification of daily life activities : Comparison with state-of-the-art algorithms using a benchmark dataset. In: PLoS One, 8 (2013). - .
doi:10.1371/journal.pone.0075196

Maximilian Traxdorf, Stefan Gradl, Florian Angerer, Heinrich Iro, Heike Leutheuser, Björn M. Eskofier, Juliane Lauten, Patrick Kugler: Schlafstadienbestimmung mit Hilfe bewegungsbasierter Sensortechnologie. In: Proceedings of the 84th Annual Meeting of the German Society of Oto-Rhino-Laryngology, Head and Neck Surgery. - Düsseldorf : German Medical Science GMS Publishing House, 2013. - S. 158.
doi:10.3205/13hnod723

Stefan Gradl, Heike Leutheuser, Patrick Kugler, Teresa Biermann, Sebastian Kreil, Johannes Kornhuber, Matthias Bergner, Björn M. Eskofier: Somnography using unobtrusive motion sensors and Android-based mobile phones. In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings. - Piscataway, NJ : IEEE, 2013. - S. 1182-1185.
doi:10.1109/EMBC.2013.6609717

2012

Dominik Schuldhaus, Heike Leutheuser, Björn M. Eskofier: Automatic classification of sport exercises for training support. In: Sportinformatik 2012 : Beiträge. - Konstanz : 2012. - S. 214-219.

Heike Leutheuser, Björn M. Eskofier: Heart rate variability during physical exercise. In: Sportinformatik 2012 : Beiträge. - Konstanz : 2012. - S. 14-20.

2011

Heike Leutheuser, Thorsten Schaffer, Bernhard Hensel, Christian Weigand, Jürgen Schüttler, Christian Jeleazcov: Quantitative analysis of the cardiorespiratory system during paced respiration. In: Proceedings of the 7th Russian-Bavarian Conference on Biomedical Engineering (RBC). - Erlangen : 2011. - S. 9-10.