Digital Health – Biosignals

2025

• Engel L., Müller J., Rendon EJF., Dorschky E., Krauß D., Ullmann I., Eskofier B., Vossiek M.:
  Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data
  In: IEEE Journal of Microwaves (2025), p. 1-15
  ISSN: 2692-8388
  DOI: 10.1109/JMW.2025.3535525
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Jukic J., German A., Leutheuser H., Regensburger M., Winkler J., Eskofier B.:
  Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability
  In: Sleep (2025)
  ISSN: 0161-8105
  DOI: 10.1093/sleep/zsaf091
  BibTeX: Download

2024

• Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
  EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3420241
  URL: https://ieeexplore.ieee.org/document/10577086
  BibTeX: Download
• Altmannshofer S., Flaucher M., Beierlein M., Eskofier B., Beckmann M., Fasching P., Hübner H.:
  A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
  In: Digital Health 10 (2024)
  ISSN: 2055-2076
  DOI: 10.1177/20552076241234627
  BibTeX: Download
• Flaucher M., Prümer F., Jäger K., Rolny J., Trissler P., Eckl S., Eskofier B., Leutheuser H.:
  Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management
  2024 Nordic Conference on Human-Computer Interaction (Uppsala, 13. October 2024 - 16. October 2024)
  In: NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, New York City: 2024
  DOI: 10.1145/3677045.3685447
  BibTeX: Download
• Jäger K., Nissen M., Flaucher M., Graf L., Joanidopoulos J., Anneken L., Hübner H., Goossens C., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data
  In: IEEE Access 12 (2024), p. 160794-160804
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3487013
  BibTeX: Download
• Jäger K., Nissen M., Rahm S., Titzmann A., Fasching P., Beilner J., Eskofier B., Leutheuser H.:
  Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
  In: Physiological Measurement (2024)
  ISSN: 0967-3334
  DOI: 10.1088/1361-6579/ad4952
  BibTeX: Download
• Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
  A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3397208
  BibTeX: Download
• Leutheuser H., Bartholet M., Marx A., Pfister M., Burckhardt MA., Bachmann S., Vogt JE.:
  Predicting risk for nocturnal hypoglycemia after physical activity in children with type 1 diabetes
  In: Frontiers in Medicine 11 (2024), Article No.: 1439218
  ISSN: 2296-858X
  DOI: 10.3389/fmed.2024.1439218
  BibTeX: Download
• Mejdani D., Bräunig J., Grießhammer S., Krauß D., Steigleder T., Engel L., Jukic J., Rozhdestvenskaya A., Winkler J., Eskofier B., Ostgathe C., Vossiek M.:
  Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment
  In: IEEE Transactions on Radar Systems 2 (2024), p. 1174-1185
  ISSN: 2832-7357
  DOI: 10.1109/TRS.2024.3494473
  BibTeX: Download
• Moradi H., Flaucher M., Ott T., Ringgold V., Eskofier B., Leutheuser H.:
  Can HCI Lead the Way? Workshop on Exploring Conscious AI
  In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
  DOI: 10.18420/muc2024-mci-ws12-113
  BibTeX: Download
  (Conference report)
• Müller J., Krauß D., Engel L., Vossiek M., Eskofier B., Dorschky E.:
  End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
  Asilomar Conference on Signals, Systems, and Computers
  BibTeX: Download
• Nissen M., Huang SY., Jäger K., Flaucher M., Titzmann A., Bleher H., Pontones C., Hübner H., Danzberger N., Fasching P., Eskofier B., Leutheuser H.:
  Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception
  In: BMC Pregnancy and Childbirth 24 (2024), Article No.: 782
  ISSN: 1471-2393
  DOI: 10.1186/s12884-024-06959-1
  BibTeX: Download

2023

• Abdullahi I., Raab R., Küderle A., Eskofier B.:
  Aligning Federated Learning with Existing Trust Structures in Health Care Systems
  In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
  ISSN: 1661-7827
  DOI: 10.3390/ijerph20075378
  URL: https://www.mdpi.com/1660-4601/20/7/5378
  BibTeX: Download
• Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
  Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), New York City: 2023
  DOI: 10.1109/BHI58575.2023.10313506
  URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
  BibTeX: Download
• Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
  Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
  Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
  In: Workshopband 2023
  DOI: 10.18420/muc2023-mci-ws14-117
  BibTeX: Download
• Flaucher M., Zakreuskaya A., Nissen M., Mocker A., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
  In: Oncologist (2023)
  ISSN: 1083-7159
  DOI: 10.1093/oncolo/oyad217
  BibTeX: Download
• Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
  Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340336
  BibTeX: Download
• Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
  Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
  BibTeX: Download
• Marx A., Di Stefano F., Leutheuser H., Chin-Cheong K., Pfister M., Burckhardt MA., Bachmann S., Vogt JE.:
  Blood glucose forecasting from temporal and static information in children with T1D
  In: Frontiers in Pediatrics 11 (2023), Article No.: 1296904
  ISSN: 2296-2360
  DOI: 10.3389/fped.2023.1296904
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
  In: Scientific Reports 13 (2023), Article No.: 16307
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-43373-7
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
  In: Scientific Reports 13 (2023), p. 13167-
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-40263-w
  BibTeX: Download
• Nissen M., Barrios Campo N., Flaucher M., Jäger K., Titzmann A., Blunck D., Fasching P., Engelhardt V., Eskofier B., Leutheuser H.:
  Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
  In: npj Digital Medicine 6 (2023), Article No.: 189
  ISSN: 2398-6352
  DOI: 10.1038/s41746-023-00935-3
  BibTeX: Download
• Nissen M., Flaucher M., Jäger K., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Eskofier B., Leutheuser H.:
  WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340204
  BibTeX: Download
• Nissen M., Perez CA., Jäger K., Bleher H., Flaucher M., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
  In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
  ISSN: 2561-6722
  DOI: 10.2196/50765
  BibTeX: Download
• Pontones C., Titzmann A., Hübner H., Danzberger N., Rübner M., Häberle L., Eskofier B., Nissen M., Kehl S., Faschingbauer F., Beckmann M., Fasching P., Schneider M.:
  Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
  In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
  ISSN: 2077-0383
  DOI: 10.3390/jcm12134224
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313401
  URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
  BibTeX: Download

2022

• 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
  BibTeX: Download
• Blunck D., Kastner L., Nissen M., Winkler J.:
  The Effectiveness of Patient Training in Inflammatory Bowel Disease Knowledge via Instagram: Randomized Controlled Trial
  In: Journal of Medical Internet Research 24 (2022), p. e36767
  ISSN: 1438-8871
  DOI: 10.2196/36767
  URL: https://jmir.org/2022/10/e36767
  BibTeX: Download
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
  Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926775
  URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
  BibTeX: Download
• Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
  Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926804
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
  Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
  IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Rohleder N., Eskofier B.:
  Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
  13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, 10. September 2022 - 13. September 2022)
  BibTeX: Download
• Kushioka J., Sun R., Zhang W., Muaremi A., Leutheuser H., Odonkor CA., Smuck M.:
  Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors
  In: Sensors 22 (2022), Article No.: 9301
  ISSN: 1424-8220
  DOI: 10.3390/s22239301
  BibTeX: Download
• Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926835
  URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
  BibTeX: Download
• Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
  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, PHILADELPHIA: 2022
  DOI: 10.1109/bhi56158.2022.9926835
  BibTeX: Download
• Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
  In: JMIR Formative Research 6 (2022), p. e33635
  ISSN: 2561-326X
  DOI: 10.2196/33635
  BibTeX: Download
• Qiu J., Oppelt M., Nissen M., Anneken L., Breininger K., Eskofier B.:
  Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
  In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
  DOI: 10.1109/EMBC48229.2022.9871969
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
  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, PHILADELPHIA: 2022
  BibTeX: Download

2021

• Abdullahi I., Dehling T., Kluge F., Eskofier B., Sunyaev A.:
  Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
  In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
  DOI: 10.24251/hicss.2021.463
  URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
  BibTeX: Download
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• Odonkor C., Taraben S., Tomkins-Lane C., Zhang W., Muaremi A., Leutheuser H., Sun R., Smuck M.:
  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 (2021), p. 100147
  ISSN: 2590-1095
  DOI: 10.1016/j.arrct.2021.100147
  BibTeX: Download

2020

• Odonkor C., Kuwabara A., Tomkins-Lane C., Zhang W., Muaremi A., Leutheuser H., Sun R., Smuck M.:
  Gait features for discriminating between mobility-limiting musculoskeletal disorders: Lumbar spinal stenosis and knee osteoarthritis
  In: Gait & Posture 80 (2020), p. 96-100
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2020.05.019
  BibTeX: Download

2019

• Abdullahi I., Abdullahi B., Adesina S.:
  Towards a Framework of Configuring and Evaluating ModSecurity WAF on Tomcat and Apache Web Servers
  In: 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) 2019
  DOI: 10.1109/ICECCO48375.2019.9043209
  URL: https://ieeexplore.ieee.org/document/9043209
  BibTeX: Download
• Benenson Z., Berger F., Cherepantsev A., Datsevich S., Do L., Eckert M., Elsberger T., Freiling F., Frinken M., Glameyer H., Hafner S., Hagenhoff S., Hammer A., Hammerl S., Hantke F., Heindorf F., Henninger M., Höfer D., Kuhrt P., Lattka M., Leis T., Leubner C., Leyrer K., Lindenmeier C., Del Medico K., Moussa D., Nissen M., Öz A., Ottmann J., Reif K., Ripley N., Roth A., Schilling J., Schleicher R., Schulz D., Stephan M., Volkert C., Wehner M., Wild M., Wirth J., Wolf J., Wunder J., Zlatanovic J.:
  Analyse verbreiteter Anwendungen zum Lesen von elektronischen Büchern
  CS-2019-06 (2019)
  Open Access: http://nbn-resolving.de/urn:nbn:de:bvb:29-opus4-125519
  URL: http://nbn-resolving.de/urn:nbn:de:bvb:29-opus4-125519
  BibTeX: Download
  (Working Paper)
• Leutheuser H.:
  Wearable computing applications in eHealth (Dissertation, 2019)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/12590
  BibTeX: Download

2018

• Tobola A., Leutheuser H., Pollak M., Spies P., Hofmann C., Weigand C., Eskofier B., Fischer G.:
  Self-powered Multiparameter Health Sensor
  In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 15-22
  ISSN: 2168-2194
  BibTeX: Download

2017

• Abdullahi I., Zargari S.:
  An Overview and Computer Forensic Challenges in Image Steganography
  2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (Exeter, UK, 21. June 2017 - 23. June 2017)
  In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) 2017
  DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.60
  URL: https://ieeexplore.ieee.org/document/8276778
  BibTeX: Download
• Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
  Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
  In: Applied Sciences 7 (2017), Article No.: 1277
  ISSN: 2076-3417
  DOI: 10.3390/app7121277
  BibTeX: Download
• Leutheuser H., Heyde C., Röcker K., Gollhofer A., Eskofier B.:
  Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
  In: IEEE Transactions on Biomedical Engineering (2017)
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2017.2675941
  BibTeX: Download
• Leutheuser H., Lang N., Gradl-Trautvetter S., Struck M., Tobola A., Hofmann C., Anneken L., Eskofier B.:
  Textile Integrated Wearable Technologies for Sports and Medical Applications
  In: Stefan Schneegass, Oliver Amft (ed.): Smart Textiles, 2017, p. 359-382 (Human–Computer Interaction Series)
  ISBN: 978-3-319-50124-6
  BibTeX: Download

2016

• Leutheuser H., Gradl S., Anneken L., Lang N., Achenbach S., Eskofier B., Arnold M.:
  Instantaneous P-and T-wave detection: Assessment of three ECG fiducial points detection algorithms
  2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (University of California, San Francisco (UCSF) Mission Bay Conference CenterSan Francisco; United States, 14. June 2016 - 17. June 2016)
  In: 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
  BibTeX: Download
• Tobola A., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
  Battery Runtime Optimization Toolbox for Wearable Biomedical Sensors
  13th International Conference on Wearable and Implantable Body Sensor Networks BSN (San Fransisco, CA, 14. June 2016 - 17. June 2016)
  In: 13th International Conference on Wearable and Implantable Body Sensor Networks BSN 2016
  DOI: 10.1109/BSN.2016.7516259
  URL: http://ieeexplore.ieee.org/document/7516259/
  BibTeX: Download
• Wasza J., Fischer P., Leutheuser H., Oefner T., Bert C., Maier A., Hornegger J.:
  Real-Time Respiratory Motion Analysis Using 4-D Shape Priors
  In: IEEE Transactions on Biomedical Engineering 63 (2016), p. 485-495
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2015.2463769
  BibTeX: Download

2015

• Cibis T., Groh B., Gatermann H., Leutheuser H., Eskofier B.:
  Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, Italy, 25. August 2015 - 29. August 2015)
  In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2015
  DOI: 10.1109/EMBC.2015.7319777
  URL: https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf
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• Full K., Leutheuser H., Schlessmann J., Armitage R., Eskofier B.:
  Comparative Study on Classifying Gait With a Single Trunk-Mounted Inertial-Magnetic Measurement Unit
  12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
  In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
  DOI: 10.1109/BSN.2015.7299375
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• Gradl S., Leutheuser H., Elgendi M., Lang N., Eskofier B.:
  Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms
  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Mailand)
  DOI: 10.1109/EMBC.2015.7318414
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• Heldberg B., Kautz T., Leutheuser H., Hopfengärtner R., Kasper B., Eskofier B.:
  Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy
  Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual Conference (Milan, Italy)
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• Jensen U., Leutheuser H., Hofmann S., Schüpferling B., Suttner G., Seiler K., Kornhuber J., Eskofier B.:
  A wearable real-time activity tracker
  In: Biomedical Engineering Letters 5 (2015), p. 147-157
  ISSN: 2093-9868
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• Lang N., Brischwein M., Haßlmeyer E., Tantinger D., Feilner S., Heinrich A., Leutheuser H., Gradl S., Weigand C., Eskofier B., Struck M.:
  Filter and Processing Method to Improve R-Peak Detection for ECG Data with Motion Artefacts from Wearable Systems
  Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
  In: Computing in Cardiology 2015 2015
  DOI: 10.1109/CIC.2015.7411061
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• Leutheuser H., Tobola A., Anneken L., Gradl S., Lang N., Achenbach S., Eskofier B., Arnold M.:
  Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature
  2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
  In: 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015
  DOI: 10.1109/BSN.2015.7299371
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• Mullan P., Kanzler C., Lorch B., Schroeder L., Winkler L., Larissa L., Riedel F., Richer R., Luckner C., Leutheuser H., Eskofier B., Pasluosta CF.:
  Unobtrusive Heart Rate Estimation during Physical Exercise using Photoplethysmographic and Acceleration Data
  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano)
  In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015
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• Tantinger D., Zrenner M., Lang N., Leutheuser H., Eskofier B., Weigand C., Struck M.:
  Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments
  Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
  In: Computing in Cardiology 2015 2015
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• Tobola A., Espig C., Streit FJ., Korpok O., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
  Scalable ECG Hardware and Algorithms for Extended Runtime of Wearable Sensors
  IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Torino)
  In: 2015 IEEE International Symposium on Medical Measurements and Applications 2015
  DOI: 10.1109/MeMeA.2015.7145209
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• Tobola A., Streit FJ., Espig C., Korpok O., Leutheuser H., Sauter C., Lang N., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
  Sampling rate impact on energy consumption of biomedical signal processing systems
  12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
  DOI: 10.1109/BSN.2015.7299392
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2014

• Abdullahi I., Abubakar Gummi H.:
  Design and Implementation of an Online Bus Ticketing System (A case study of Sokoto State Transport Authority) (Degree thesis, 2014)
  URL: http://oer.udusok.edu.ng:8080/xmlui/bitstream/handle/123456789/889/Design and Implementation of Bus Ticketing System using PHP.pdf?sequence=1&isAllowed=y
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• Gabsteiger F., Leutheuser H., Reis P., Lochmann M., Eskofier B.:
  ICA-based Reduction of Electromyogenic Artifacts in EEG Data: Comparison With and Without EMG Data
  36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
  In: IEEE EMBC 2014 2014
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• Heyde C., Leutheuser H., Eskofier B., Röcker K., Gollhofer A.:
  Respiratory Inductance Plethysmography - A Rationale for Validity during Exercise
  In: Medicine and science in sports and exercise 46 (2014), p. 488-495
  ISSN: 0195-9131
  DOI: 10.1249/MSS.0000000000000130.
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• Leutheuser H., Dölfel S., Schuldhaus D., Reinfelder S., Eskofier B.:
  Performance Comparison of Two Step Segmentation Algorithms using Different Step Activities
  11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, Switzerland, 16. June 2014 - 19. June 2014)
  In: Wearable and Implantable Body Sensor Networks (BSN), 2014 11th International Conference on 2014
  DOI: 10.1109/BSN.2014.37
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• Leutheuser H., Gottschalk T., Anneken L., Struck M., Heuberger A., Achenbach S., Eskofier B., Arnold M.:
  Automatic ECG Arrhythmia Detection in Real-Time on Android-based Mobile Devices
  MobileMed 2014 (Czech Technical University, Prague)
  In: Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health 2014
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• Leutheuser H., Gradl S., Kugler P., Anneken L., Achenbach S., Eskofier B., Arnold M.:
  Comparison of Real-Time Classification Systems for Arrhythmia Detection on Android-based Mobile Devices
  36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
  In: IEEE EMBC 2014 2014
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• Leutheuser H., Heyde C., Gollhofer A., Eskofier B.:
  Comparison of A Priori Calibration Models for Respiratory Inductance Plethysmography During Running
  36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
  In: IEEE EMBC 2014 2014
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• Schuldhaus D., Leutheuser H., Eskofier B.:
  Towards Big Data for Activity Recognition: A Novel Database Fusion Strategy
  BODYNETS 2014 (London, 29. September 2014 - 1. October 2014)
  In: 9th International Conference on Body Area Networks 2014
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-TBD.pdf
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• Tobola A., Korpok O., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Heuberger A., Fischer G.:
  System Design Impacts on Battery Runtime of Wearable Medical Sensors
  Mobile and Information Technologies in Medicine and Health (MobileMed) (Czech Technical University, Prague)
  In: Mobile and Information Technologies in Medicine and Health, Proceedings (MobileMed), 2014 2014
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2013

• Gabsteiger F., Leutheuser H., Reis P., Lochmann M., Eskofier B.:
  SVM for Semi-automatic Selection of ICA Components of Electromyogenic Artifacts in EEG Data
  The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
  In: James Goh (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
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• Gradl S., Leutheuser H., Kugler P., Biermann T., Kreil S., Kornhuber J., Bergner M., Eskofier B.:
  Somnography using unobtrusive motion sensors and Android-based mobile phones
  35th Annual International Conference of the IEEE EMBS (Osaka, 3. July 2013 - 7. July 2013)
  In: Engineering in Medicine and Biology Society (ed.): IEEE EMBC 2013 2013
  DOI: 10.1109/EMBC.2013.6609717
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• Leutheuser H., Eskofier B.:
  Heart Rate Variability During Physical Exercise
  In: International Journal of Computer Science in Sport 12.0 (2013), p. 61-68
  ISSN: 1684-4769
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• Leutheuser H., Gabsteiger F., Hebenstreit F., Reis P., Lochmann M., Eskofier B.:
  Comparison of the AMICA and the InfoMax Algorithm for the Reduction of Electromyogenic Artifacts in EEG Data
  35th Annual International Conference of the IEEE EMBS (Osaka, 3. July 2013 - 7. July 2013)
  In: Engineering in Medicine and Biology Society (ed.): IEEE EMBC 2013 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Leutheuser13-COT.pdf
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• Leutheuser H., Schuldhaus D., Eskofier B.:
  Hierarchical, Multi-Sensor Based Classification of Daily Life Activities: Comparison with State-of-the-Art Algorithms Using a Benchmark Dataset
  In: Plos One 8.0 (2013), p. e75196
  DOI: 10.1371/journal.pone.0075196
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• Schuldhaus D., Dorn S., Leutheuser H., Tallner A., Klucken J., Eskofier B.:
  An Adaptable Inertial Sensor Fusion-Based Approach for Energy Expenditure Estimation.
  The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
  In: Goh James (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-AAI.pdf
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• Schuldhaus D., Leutheuser H., Eskofier B.:
  Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data
  8th International Conference on Body Area Networks (BODYNETS 2013) (Boston, 30. September 2013 - 2. October 2013)
  In: ACM Digital Library (ed.): 8th International Conference on Body Area Networks 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Schuldhaus13-COD.pdf
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• Traxdorf M., Gradl S., Kugler P., Leutheuser H., Lauten J., Eskofier B., Angerer F., Iro H.:
  Schlafstadienbestimmung mit Hilfe bewegungsbasierter Sensortechnologie
  84. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie (Nürnberg, 8. May 2013 - 12. May 2013)
  In: Deutsche Gesellschaft für Hals-Nasen-Ohren-Heilkunde Kopf- und Hals-Chirurgie (ed.): Proceedings of the 84th Annual Meeting of the German Society of Oto-Rhino-Laryngology, Head and Neck Surgery, Düsseldorf: 2013
  DOI: 10.3205/13hnod723
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2012

• Leutheuser H., Eskofier B.:
  Heart Rate Variability During Physical Exercise
  Sportinformatik 2012: 9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Universität Konstanz, 12. September 2012 - 14. September 2012)
  In: Byshko R., Dahmen T., Gratkowski M., Gruber M., Quintana J., Saupe D., Vieten M., Woll A. (ed.): KOPS Institutional Repository University of Konstanz 2012
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Leutheuser12-HRV.pdf
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• Schuldhaus D., Leutheuser H., Eskofier B.:
  Automatic Classification of Sport Exercises for Training Support
  9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
  In: Deutsche Vereinigung für Sportwissenschaft (ed.): Sportinformatik 2012 2012
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2011

• Leutheuser H., Schaffer T., Hensel B., Weigand C., Schüttler J., Jeleazcov C.:
  Quantitative analysis of the cardiorespiratory system during paced respiration
  7th Russian-Bavarian Conference on Biomedical Engineering (RBC)
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