2022

  • L. Weber, R. Seepold, and N. Martínez Madrid, "Democratizing Digital Health Algorithms: RESTful Machine Learning Web Services," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 7-15, doi: 10.1007/978-3-031-16855-0_2. 
  • Á. Serrano Alarcón, N. Martínez Madrid, R. Seepold, and J. A. Ortega, "Apnea-hypopnea index using deep learning models with whole and window-based time series," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 13-15, S1 - 3. doi: 10.34645/opus-3991.
  • Á. Serrano Alarcón, N. Martínez Madrid, R. Seepold, and J. A. Ortega, "Main requirements of end-to-end deep learning models for biomedical time series classification in healthcare environments," Procedia Computer Science, vol. 207, pp. 3038-3046, 2022/01/01/ 2022, doi: 10.1016/j.procs.2022.09.532.
  • Á. Serrano Alarcón, N. Martínez Madrid, R. Seepold, and J. A. Ortega, "The Role of Digital Twins in Personalized Sleep Medicine," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 71-79, doi: 10.1007/978-3-031-16855-0_8.
  • R. Seepold and N. Martínez Madrid, "Citizen-centered health platform concept for EU cross-border regions," Procedia Computer Science, vol. 207, pp. 3748-3751, 2022/01/01/ 2022, doi: 10.1016/j.procs.2022.09.435.
  • W. D. Scherz, R. Seepold, N. Martínez Madrid, and J. A. Ortega, "Estimation of stress perception using mobile devices and emotional stability in students while driving in a simulator," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 26-28, S1 - 3. doi: 10.34645/opus-4003.
  • T. Rohlinger, L. P. Peng, T. Gerlach, P. Pasler, B. Zhang, R. Seepold, N. Martínez Madrid, and M. Raetsch, "Deep Learning-based EEG Detection of Mental Alertness States from Drivers under Ethical Aspects," presented at the 2021 The 5th International Conference on Advances in Artificial Intelligence (ICAAI), Virtual Event, United Kingdom, 2022. doi: 10.1145/3505711.3505719.
  • S. Rätzer, M. Gaiduk, and R. Seepold, "Heart Rate Detection Using a Non-obtrusive Ballistocardiography Signal," Singapore, 2022, vol. 309: Springer Nature Singapore, in Intelligent Decision Technologies, pp. 405-416, doi: 10.1007/978-981-19-3444-5_35. 
  • R. Kraft, N. Martínez Madrid, and R. Seepold, "Generative adversarial networks : Project relevant overview," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 23-25, S1 - 3. doi: 10.34645/opus-4002.
  • M. Haghi, R. Seepold, and N. Martínez Madrid, "Designing a sensor interface for cardiorespiratory measurement in sleep monitoring," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 9-12, S1 - 4. doi: 10.34645/opus-3990.
  • M. Gaiduk, L. Weber, R. Seepold, N. Martínez Madrid, M. Conti, and S. Orcioni, "Involving the Disabled or People in Long-Term Care in Tourism Activities by the Use of Appropriate Technologies," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 87-95, doi: 10.1007/978-3-031-16855-0_10.
  • M. Gaiduk, R. Seepold, N. Martínez Madrid, T. Penzel, L. Weber, M. Conti, S. Orcioni, and J. A. Ortega, "Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States," Cham, 2022: Springer International Publishing, in Applications in Electronics Pervading Industry, Environment and Society, 2022, pp. 206-211, doi: 10.1007/978-3-030-95498-7_29.
  • M. Gaiduk, R. Seepold, N. Martínez Madrid, S. Orcioni, M. Conti, and J. A. Ortega, "Initial evaluation of substituting a sleep diary by smartwatch measurement," Procedia Computer Science, vol. 207, pp. 3376-3383, 2022/01/01/ 2022, doi: 10.1016/j.procs.2022.09.396.
  • M. Gaiduk, R. Seepold, and N. Martínez Madrid, "Evaluation of substituting a sleep diary by smartwatch measurement," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 6-8, S1 - 3. doi: 10.34645/opus-3989.
  • M. Gaiduk, J. J. Perea Rodríguez, R. Seepold, N. Martínez Madrid, T. Penzel, M. Glos, and J. A. Ortega, "Estimation of Sleep Stages Analyzing Respiratory and Movement Signals," IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 2, pp. 505-514, 2022, doi: 10.1109/JBHI.2021.3099295.
  • M. Gaiduk, S. Orcioni, R. Seepold, N. Martinez Madrid, P. Pierleoni, A. Gentili, L. Burattini, A. Sbrollini, I. Marcantoni, M. Morettini, and M. Conti, "Heart and Breathing Rate Measurement Using Low Intrusive Monitoring Systems," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 37-49, doi: 10.1007/978-3-031-16855-0_5.
  • P. Friedrich, M. Gaiduk, Á. Serrano Alarcón, D. Scherz, N. Martínez Madrid, R. Seepold, M. Gaßner, and D. Fuchs, "Assistive health systems for home-dwelling elderly: connecting training and monitoring technologies to a data integration platform," Procedia Computer Science, vol. 207, pp. 3008-3017, 2022/01/01/ 2022, doi: 10.1016/j.procs.2022.09.359.
  • M. Conti, S. Orcioni, R. Giuliani, L. Gabrielli, M. Gaiduk, N. Martínez Madrid, and R. Seepold, "State of the Art of Wearable Sensors for Healthcare," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 50-61, doi: 10.1007/978-3-031-16855-0_6.
  • A. Boiko, W. D. Scherz, M. Gaiduk, A. Gentili, M. Conti, S. Orcioni, R. Seepold, and N. Martínez Madrid, "Sleep Respiration Rate Detection Using an Accelerometer Sensor with Special Holder Setup," presented at the E-Health and Bioengineering Conference (EHB), 17-18 Nov. 2022, 2022. doi: 10.1109/EHB55594.2022.9991578.
  • A. Boiko, N. Martínez Madrid, and R. Seepold, "Determination of accelerometer sensor position for respiration rate detection : Initial research," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 16-19, S1 - 4. doi: 10.34645/opus-4000.
  • A. Boiko, A. Asadov, M. Gaiduk, R. Seepold, and N. Martínez Madrid, "Gamification System to Improve the Personal Health of Bedridden Patients in Long-Term Care," Cham, 2022: Springer International Publishing, in Social Innovation in Long-Term Care Through Digitalization, pp. 127-139, doi: 10.1007/978-3-031-16855-0_13.
  • A. Asadov, R. Seepold, N. Martínez Madrid, and J. A. Ortega, "Non-Invasive Cardiorespiration Monitoring Using Force Resistive Sensor," in Hardware and software supporting physiological measurement (HSPM-2022). Reutlingen: Hochschule Reutlingen, 2022, pp. 20-22, S1 - 3. doi: 10.34645/opus-4001.
  • A. Asadov, A. Boiko, M. Gaiduk, W. D. Scherz, R. Seepold, and N. Martínez Madrid, "Evaluation of a prototype for early active patient mobilization," Procedia Computer Science, vol. 207, pp. 2223-2231, 2022/01/01/ 2022, doi: 10.1016/j.procs.2022.09.282.