Institutionen der Universität Bayreuth
Lehrstuhl Machine Learning in Medicine / Maschinelles Lernen in der Medizin - Univ.-Prof. Dr. Heike Leutheuser

Hübner, Hanna ; Seitz, Katharina ; Leutheuser, Heike:
KI beim Mammakarzinom.
In: Geburtshilfe und Frauenheilkunde. Bd. 86 (2026) Heft 1 . - S. 25-29.
DOI: https://doi.org/10.1055/a-2725-1493

Yip, Julia B. ; Griesshammer, Stefan ; Leutheuser, Heike ; Richer, Robert ; Lu, Hui ; Koelpin, Alexander ; Eskofier, Bjoern M. ; Ostgathe, Christoph ; Steigleder, Tobias:
Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care : A Clinically Validated Machine Learning Approach.
In: IEEE Journal of Biomedical and Health Informatics. (August 2025) .
DOI: https://doi.org/10.1109/JBHI.2025.3599365

Yip, Julia B. ; Griesshammer, Stefan ; Leutheuser, Heike ; Richer, Robert ; Lu, Hui ; Koelpin, Alex ; Eskofier, Bjoern M. ; Ostgathe, Christoph ; Steigleder, Tobias:
Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status.
TechRxiv , 2025
DOI: https://doi.org/10.36227/techrxiv.174495693.37175254/v1

Jaeger, Katharina M. ; Nissen, Michael ; Leutheuser, Heike ; Danzberger, Nina ; Titzmann, Adriana ; Pontones, Constanza A. ; Goossens, Chloë ; Ziegler, Philipp ; Uhrig, Sabrina ; Haeberle, Lothar ; Bleher, Hannah ; Kast, Kristina ; Kornhuber, Johannes ; Schoeffski, Oliver ; Braun, Matthias ; Fasching, Peter A. ; Beckmann, Matthias W. ; Eskofier, Bjoern M. ; Huebner, Hanna:
Adherence to digital pregnancy care : lessons learned from the SMART start feasibility study.
In: npj Digital Medicine. Bd. 8 (2025) . - 561.
DOI: https://doi.org/10.1038/s41746-025-01966-8

Pontones, Constanza ; Titzmann, Adriana ; Langbein, M. ; Danzberger, Nina ; Böckler, I. ; Goossens, Chloë ; Häberle, Lothar ; Eskofier, Bjoern M. ; Leutheuser, Heike ; Schneider, Michael O. ; Beckmann, Matthias W. ; Fasching, Peter A. ; Huebner, Hanna:
Feasibility, Acceptance and Quality of Remote Self-Guided Mobile Ultrasound in Prenatal Care : A Feasibility Study.
In: Ultraschall in der Medizin = European Journal of Ultrasound. Bd. 46 (2025) Heft S 01 . - S35-S36.
DOI: https://doi.org/10.1055/s-0045-1812261

Krauss, Daniel ; Richer, Robert ; Küderle, Arne ; Jukic, Jelena ; German, Alexander ; Leutheuser, Heike ; Regensburger, Martin ; Winkler, Jürgen ; Eskofier, Bjoern M.:
Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability.
In: Sleep. Bd. 48 (2025) Heft 9 . - zsaf091.
DOI: https://doi.org/10.1093/sleep/zsaf091

Neuwieser, Hannah ; Jami, Naga Venkata Sai Jitin ; Meier, Robert Johannes ; Liebsch, Gregor ; Felthaus, Oliver ; Klein, Silvan ; Schreml, Stephan ; Berneburg, Mark ; Prantl, Lukas ; Leutheuser, Heike ; Kempa, Sally:
Interpreting Venous and Arterial Ulcer Images Through the Grad-CAM Lens: Insights and Implications in CNN-Based Wound Image Classification.
In: Diagnostics. Bd. 15 (2025) Heft 17 . - 2184.
DOI: https://doi.org/10.3390/diagnostics15172184

Baumeister, Elena ; Jaeger, Katharina M. ; Nissen, Michael ; Eskofier, Bjoern M. ; Leutheuser, Heike:
Non-Invasive Fetal ECG Standardization : Assessing the Influence of Electrode Configurations and Fetal Position.
In: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : Proceedings. - Piscataway, NJ : IEEE, 2025
DOI: https://doi.org/10.1109/EMBC58623.2025.11254444

Flaucher, Madeleine ; Berzins, Sabrina ; Jäger, Katharina M. ; Nissen, Michael ; Rolny, Jana ; Trißler, Patricia ; Eckl, Sebastian ; Eskofier, Björn M. ; Leutheuser, Heike:
Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study.
In: JMIR Human Factors. Bd. 12 (2025) . - e56798.
DOI: https://doi.org/10.2196/56798

Moradi, Hamid ; Flaucher, Madeleine ; Ott, Tabea ; Ringgold, Veronika ; Eskofier, Björn ; Leutheuser, Heike:
Can HCI Lead the Way? Workshop on Exploring Conscious AI.
In: Mensch und Computer 2024 : Workshopband. - Karlsruhe : Gesellschaft für Informatik e.V., 2024

Flaucher, Madeleine ; Pruemer, Florian ; Jaeger, Katharina Maria ; Rolny, Jana ; Trissler, Patricia ; Eckl, Sebastian ; Eskofier, Bjoern M. ; Leutheuser, Heike:
Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management.
In: Adjunct Proceedings of the 13th Nordic Conference on Human-Computer Interaction (NordiCHI'24). - New York, NY : Association for Computing Machinery, 2024 . - 31
DOI: https://doi.org/10.1145/3677045.3685447

Leutheuser, Heike ; Bartholet, Marc ; Marx, Alexander ; Pfister, Marc ; Burckhardt, Marie-Anne ; Bachmann, Sara ; Vogt, Julia E.:
Nocturnal Hypoglycemia Prediction in Diabetic Children Participating in a Sports Day Camp : First Results.
In: ICLR 2024 Workshop on Learning from Time Series For Health. - Los Angeles, America , 2024

Jaeger, Katharina M. ; Nissen, Michael ; Rahm, Simone ; Titzmann, Adriana ; Fasching, Peter A. ; Beilner, Janina ; Eskofier, Bjoern M. ; Leutheuser, Heike:
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings.
In: Physiological Measurement. Bd. 45 (2024) Heft 5 . - 055009.
DOI: https://doi.org/10.1088/1361-6579/ad4952

Leutheuser, Heike ; Bartholet, Marc ; Marx, Alexander ; Pfister, Marc ; Burckhardt, Marie-Anne ; Bachmann, Sara ; Vogt, Julia E.:
Predicting risk for nocturnal hypoglycemia after physical activity in children with type 1 diabetes.
In: Frontiers in Medicine. Bd. 11 (2024) . - 1439218.
DOI: https://doi.org/10.3389/fmed.2024.1439218

Nissen, Michael ; Huang, Shih-Yuan ; Jäger, Katharina M. ; Flaucher, Madeleine ; Titzmann, Adriana ; Bleher, Hannah ; Pontones, Constanza A. ; Huebner, Hanna ; Danzberger, Nina ; Fasching, Peter A. ; Eskofier, Bjoern M. ; Leutheuser, Heike:
Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception.
In: BMC Pregnancy and Childbirth. Bd. 24 (2024) . - 782.
DOI: https://doi.org/10.1186/s12884-024-06959-1

Jaeger, Katharina M. ; Nissen, Michael ; Flaucher, Madeleine ; Graf, Luisa ; Joanidopoulos, Joana ; Anneken, Lars ; Huebner, Hanna ; Goossens, Chloë ; Titzmann, Adriana ; Pontones, Constanza ; Fasching, Peter A. ; Beckmann, Matthias W. ; Eskofier, Bjoern M. ; Leutheuser, Heike:
Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data.
In: IEEE Access. Bd. 12 (2024) . - S. 160794-160804.
DOI: https://doi.org/10.1109/ACCESS.2024.3487013

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

Flaucher, Madeleine ; Zakreuskaya, Anastasiya ; Nissen, Michael ; Mocker, Alexander ; Fasching, Peter A. ; Beckmann, Matthias W. ; Eskofier, Björn M. ; Leutheuser, Heike:
Evaluating the Effectiveness of Mobile Health in Breast Cancer Care : A Systematic Review.
In: The Oncologist. Bd. 28 (2023) Heft 10 . - e847-e858.
DOI: https://doi.org/10.1093/oncolo/oyad217

Gabler, Elisabeth ; Nissen, Michael ; Altstidl, Thomas R. ; Titzmann, Adriana ; Packhäuser, Kai ; Maier, Andreas ; Fasching, Peter A. ; Eskofier, Björn M. ; Leutheuser, Heike:
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: https://doi.org/10.1109/EMBC40787.2023.10340336

Nissen, Michael ; Barrios Campo, Nuria ; Flaucher, Madeleine ; Jaeger, Katharina M. ; Titzmann, Adriana ; Blunck, Dominik ; Fasching, Peter A. ; Engelhardt, Victoria ; Eskofier, Björn M. ; Leutheuser, Heike:
Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data.
In: npj Digital Medicine. Bd. 6 (2023) Heft 1 . - 189.
DOI: https://doi.org/10.1038/s41746-023-00935-3

Nissen, Michael ; Perez, Carlos A. ; Jaeger, Katharina M. ; Bleher, Hannah ; Flaucher, Madeleine ; Huebner, Hanna ; Danzberger, Nina ; Titzmann, Adriana ; Pontones, Constanza A. ; Fasching, Peter A. ; Beckmann, Matthias W. ; Eskofier, Björn M. ; Leutheuser, Heike:
Usability and perception of a wearable-integrated digital maternity record app in Germany : user study.
In: JMIR Pediatrics and Parenting. Bd. 6 (2023) . - e50765.
DOI: https://doi.org/10.2196/50765

Nissen, Michael ; Flaucher, Madeleine ; Jaeger, Katharina M. ; Huebner, Hanna ; Danzberger, Nina ; Titzmann, Adriana ; Pontones, Constanza A. ; Fasching, Peter A. ; Eskofier, Björn M. ; Leutheuser, Heike:
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: https://doi.org/10.1109/EMBC40787.2023.10340204

Flaucher, Madeleine ; Zakreuskaya, Anastasiya ; Jaeger, Katharina ; Richer, Robert ; Smeddinck, Jan David ; Kumar, Devender ; Grimme, Sophie ; Klein, Julia ; Hrynyschyn, Robert ; Eskofier, Bjoern ; Leutheuser, Heike:
Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data.
In: Mensch und Computer 2023 : Workshopband. - Rapperswil , 2023
DOI: https://doi.org/10.18420/muc2023-mci-ws14-117

Kushioka, Junichi ; Sun, Ruopeng ; Zhang, Wei ; Muaremi, Amir ; Leutheuser, Heike ; Odonkor, Charles A. ; Smuck, Matthew:
Gait variability to phenotype common orthopedic gait impairments using wearable sensors.
In: Sensors. Bd. 22 (2022) Heft 23 . - 9301.
DOI: https://doi.org/10.3390/s22239301

Jaeger, Katharina M. ; Nissen, Michael ; Richer, Robert ; Rahm, Simone ; Titzmann, Adriana ; Fasching, Peter A. ; Eskofier, Björn M. ; Leutheuser, Heike:
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 . - 01-04
DOI: https://doi.org/10.1109/BHI56158.2022.9926804

Odonkor, Charles A. ; Taraben, Salam ; Tomkins-Lane, Christy ; Zhang, Wei ; Muaremi, Amir ; Leutheuser, Heike ; Sun, Ruopeng ; Smuck, Matthew:
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. Bd. 3 (2021) Heft 3 . - 100147.
DOI: https://doi.org/10.1016/j.arrct.2021.100147

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

Leutheuser, Heike:
Wearable computing applications in eHealth.
Erlangen : FAU University Press , 2019 . - xvi, 235 S. - (FAU Studien aus der Informatik ; 9 )

DOI: https://doi.org/10.25593/978-3-96147-261-1

Tobola, Andreas ; Leutheuser, Heike ; Pollak, Markus ; Spies, Peter ; Hofmann, Christian ; Weigand, Christian ; Eskofier, Björn M. ; Fischer, Georg:
Self-powered multiparameter health sensor.
In: IEEE Journal of Biomedical and Health Informatics. Bd. 22 (2018) Heft 1 . - S. 15-22.
DOI: https://doi.org/10.1109/JBHI.2017.2708041

Zheng, Patricia Z. ; Muaremi, Amir ; Leutheuser, Heike ; Norden, Justin ; Sinha, Aman ; Eskofier, Björn M. ; Smuck, Matthew:
Poster 109: Discriminating physical performance phenotypes of patients with chronic low back pain.
In: PM&R. Bd. 9 (2017) Heft 9S1 . - S. 169.
DOI: https://doi.org/10.1016/j.pmrj.2017.08.056

Leutheuser, Heike ; Heyde, Christian ; Roecker, Kai ; Gollhofer, Albert ; Eskofier, Björn M.:
Reference-free adjustment of respiratory inductance plethysmography for measurements during physical exercise.
In: IEEE Transactions on Biomedical Engineering. Bd. 64 (2017) Heft 12 . - S. 2836-2846.
DOI: https://doi.org/10.1109/TBME.2017.2675941

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

Gradl, Stefan ; Cibis, Tobias ; Lauber, Jasmine ; Richer, Robert ; Rybalko, Ruslan ; Pfeiffer, Norman ; Leutheuser, Heike ; Wirth, Markus ; von Tscharner, Vinzenz ; Eskofier, Björn M.:
Wearable current-based ECG monitoring system with non-insulated electrodes for underwater application.
In: Applied Sciences. Bd. 7 (2017) Heft 12 . - 1277.
DOI: https://doi.org/10.3390/app7121277

Tobola, Andreas ; Leutheuser, Heike ; Schmitz, Björn ; Hofmann, Christian ; Struck, Matthias ; Weigand, Christian ; Eskofier, Björn M. ; Fischer, Georg:
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: https://doi.org/10.1109/BSN.2016.7516259

Leutheuser, Heike ; Gradl, Stefan ; Anneken, Lars ; Arnold, Martin ; Lang, Nadine ; Achenbach, Stephan ; Eskofier, Björn M.:
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: https://doi.org/10.1109/BSN.2016.7516283

Wasza, Jakob ; Fischer, Peter ; Leutheuser, Heike ; Oefner, Tobias ; Bert, Christoph ; Maier, Andreas ; Hornegger, Joachim:
Real-time respiratory motion analysis using 4-D shape priors.
In: IEEE Transactions on Biomedical Engineering. Bd. 63 (2016) Heft 3 . - S. 485-495.
DOI: https://doi.org/10.1109/TBME.2015.2463769

Leutheuser, Heike ; Gradl, Stefan ; Eskofier, Björn M. ; Tobola, Andreas ; Lang, Nadine ; Anneken, Lars ; Arnold, Martin ; Achenbach, Stephan:
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: https://doi.org/10.1109/BSN.2015.7299371

Full, Katharina ; Leutheuser, Heike ; Schlessman, Jason ; Armitage, Roger ; Eskofier, Björn M.:
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: https://doi.org/10.1109/BSN.2015.7299375

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

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

Tobola, Andreas ; Streit, Franz J. ; Espig, Chris ; Korpok, Oliver ; Sauter, Christian ; Lang, Nadine ; Schmitz, Björn ; Hofmann, Christian ; Struck, Matthias ; Weigand, Christian ; Leutheuser, Heike ; Eskofier, Björn M. ; Fischer, Georg:
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: https://doi.org/10.1109/BSN.2015.7299392

Tobola, Andreas ; Espig, Chris ; Streit, Franz J. ; Korpok, Oliver ; Schmitz, Björn ; Hofmann, Christian ; Struck, Matthias ; Weigand, Christian ; Leutheuser, Heike ; Eskofier, Björn M. ; Fischer, Georg:
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: https://doi.org/10.1109/MeMeA.2015.7145209

Gradl, Stefan ; Leutheuser, Heike ; Elgendi, Mohamed ; Lang, Nadine ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2015.7318414

Mullan, Patrick ; Kanzler, Christoph M. ; Lorch, Benedikt ; Schroeder, Lea ; Winkler, Ludwig ; Laich, Larissa ; Riedel, Frederik ; Richer, Robert ; Luckner, Christoph ; Leutheuser, Heike ; Eskofier, Björn M. ; Pasluosta, Cristian:
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: https://doi.org/10.1109/EMBC.2015.7319787

Heldberg, Beeke E. ; Kautz, Thomas ; Leutheuser, Heike ; Hopfengärtner, Rüdiger ; Kasper, Burkhard S. ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2015.7319660

Jensen, Ulf ; Leutheuser, Heike ; Hofmann, Steffen ; Schuepferling, Benno ; Suttner, Gerald ; Seiler, Kristin ; Kornhuber, Johannes ; Eskofier, Björn M.:
A wearable real-time activity tracker.
In: Biomedical Engineering Letters. Bd. 5 (2015) Heft 2 . - S. 147-157.
DOI: https://doi.org/10.1007/s13534-015-0184-0

Cibis, Tobias ; Groh, Benjamin H. ; Gatermann, Heike ; Leutheuser, Heike ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2015.7319777

Schuldhaus, D. ; Dorn, S. ; Leutheuser, Heike ; Tallner, A. ; Klucken, J. ; Eskofier, Björn M.:
An adaptable inertial sensor fusion-based approach for energy expenditure estimation.
In: Goh, James (Hrsg.): The 15th International Conference on Biomedical Engineering (ICBME). - Cham : Springer, 2014 . - S. 124-127 . - (IFMBE Proceedings ; 43 )
DOI: https://doi.org/10.1007/978-3-319-02913-9_32

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

Leutheuser, Heike ; Heyde, Christian ; Gollhofer, Albert ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2014.6945091

Leutheuser, Heike ; Gradl, Stefan ; Kugler, Patrick ; Anneken, Lars ; Arnold, Martin ; Achenbach, Stephan ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2014.6944177

Gabsteiger, Florian ; Leutheuser, Heike ; Reis, Pedro ; Lochmann, Matthias ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2014.6944466

Leutheuser, Heike ; Doelfel, Sina ; Schuldhaus, Dominik ; Reinfelder, Samuel ; Eskofier, Björn M.:
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: https://doi.org/10.1109/BSN.2014.37

Heyde, Christian ; Leutheuser, Heike ; Eskofier, Björn M. ; Roecker, Kai ; Gollhofer, Albert:
Respiratory inductance plethysmography : a rationale for validity during exercise.
In: Medicine & Science in Sports & Exercise. Bd. 46 (2014) Heft 3 . - S. 488-495.
DOI: https://doi.org/10.1249/mss.0000000000000130

Gabsteiger, Florian ; Leutheuser, Heike ; Reis, Pedro ; Lochmann, Matthias ; Eskofier, Björn M.:
SVM for semi-automatic selection of ICA components of electromyogenic artifacts in EEG data.
In: Goh, James (Hrsg.): The 15th International Conference on Biomedical Engineering (ICBME). - Cham : Springer, 2014 . - S. 132-135 . - (IFMBE Proceedings ; 43 )
DOI: https://doi.org/10.1007/978-3-319-02913-9_34

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

Schuldhaus, Dominik ; Leutheuser, Heike ; Eskofier, Björn M.:
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: https://doi.org/10.4108/icst.bodynets.2014.256946

Schuldhaus, Dominik ; Leutheuser, Heike ; Eskofier, Björn M.:
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: https://doi.org/10.4108/icst.bodynets.2013.253534

Leutheuser, Heike ; Gabsteiger, Florian ; Hebenstreit, Felix ; Reis, Pedro ; Lochmann, Matthias ; Eskofier, Björn M.:
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: https://doi.org/10.1109/EMBC.2013.6611119

Leutheuser, Heike ; Eskofier, Björn M.:
Heart rate variability during physical exercise.
In: International Journal of Computer Science in Sport. Bd. 12 (2013) Heft 1 . - S. 61-68.

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