Prof. Dr.-Ing. habil. Natividad Martínez Madrid
+49 7121 271 4014
Natividad.Martinez@Reutlingen-University.DE
Gebäude 9, Raum 124
Nach Vereinbarung (Online oder Präsenz)
- Medien- und Kommunikationsinformatik (Bachelor)
- Human-Centered Computing (Master)
Martínez Madrid, Natividad
2024 | |
| Asadov, Akhmadbek; Ortega, Juan Antonio; Martínez Madrid, Natividad; Seepold, Ralf (2024): Assessing body position during sleep using FSR sensors and machine learning algorithms. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 19-22. - URL: www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
| Awonuga, Oluwaseun; Chaurasia, Priyanka; Gaiduk, Maksym; Martínez Madrid, Natividad; Seepold, Ralf; Haghi, Mostafa (2024): Comparative study of applying signal processing techniques on ballistocardiogram in detecting J-Peak using Bi-LSTM Model. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 23-30. - ISBN: 978-88-87548-00-6. - URL: www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
| Mattioli, Sara; Bruschi, Sara; Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Orcioni, Simone; Conti, Massimo (2024): Data analysis of non-invasive ballistocardiographic sensors. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 31-37. - ISBN: 978-88-87548-00-6. - URL: www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
| Boiko, Andrei; Gaiduk, Maksym; Martínez Madrid, Natividad; Seepold, Ralf (2024): Evaluation of a contactless accelerometer sensor system for heart rate monitoring during sleep. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2023. - (Lecture Notes in Electrical Engineering ; 1110). - Cham : Springer. - S. 333-338. - DOI: https://doi.org/10.1007/978-3-031-48121-5_47 | BibTeX | RIS DOI |
| Gaiduk, Maksym; Boiko, Andrei; Conti, Massimo; Orcioni, Simone; Martínez Madrid, Natividad; Seepold, Ralf (2024): Heart rate estimation based on in-bed accelerometer sensor measurement. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 11-14. - ISBN: 978-88-87548-00-6. - URL: http://www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
| Haghi, Mostafa; Martínez Madrid, Natividad; Seepold, Ralf (2024): In-home, smart sleep monitoring system for cardiorespiratory estimation and sleep apnea detection: proof of concept. - In: IEEE sensors journal 24 (8). - S. 13364-13377. - DOI: https://doi.org/10.1109/jsen.2024.3370819 | BibTeX | RIS DOI |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf (2024): Influence of gender and age distinction on patient data for sleep apnea detection using artificial intelligence models. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 15-18. - ISBN: 978-88-87548-00-6. - URL: http://www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
| Vélez Gutiérrez, Daniel; Martínez Madrid, Natividad; Seepold, Ralf (2024): Non-invasive system for measuring parameters relevant to sleep quality and detecting sleep diseases: the data model. - In: Al-Jumaily, Adel; Crippa, Paolo; Mansour, Ali; Turchetti, Claudio (Hrsg.): Non-invasive health systems based on advanced biomedical signal and image processing. - Boca Raton : CRC Press. - S. 113-127. - ISBN: 9781003346678. - DOI: https://doi.org/10.1201/9781003346678-6 | BibTeX | RIS DOI |
| Kraft, Rodion; Ortega, Juan Antonio; Simon-Solo, Aurea; Martínez Madrid, Natividad; Gonzalez-Abril, Luiz (2024): Oral health phenotype of postmenopausal women using AI. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2023. - (Lecture Notes in Electrical Engineering ; 1110). - Cham : Springer. - S. 222-228. - ISBN: 978-3-031-48120-8. - DOI: https://doi.org/10.1007/978-3-031-48121-5_31 | BibTeX | RIS DOI |
| Vélez, Daniel; Martínez Madrid, Natividad; Seepold, Ralf (2024): Software scripts for sensor data extraction in Rasberry Pi: user-space and kernel-space comparison. - In: Conti, Massimo; Orcioni, Simone (Hrsg.): Models and applications for embedded systems. - Ancona : Università Politecnica delle Marche. - S. 5-9. - ISBN: 978-88-87548-00-6. - URL: http://www.dii.univpm.it/MAES-2023 | BibTeX | RIS |
2023 | |
| Serrano Alarcon, Ángel; Gaiduk, Maksym; Martínez Madrid, Natividad; Seepold, Ralf (2023): A survey on pre-training requirements for deep learning models to detect obstructive sleep apnea events. - In: Procedia computer science 255 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 3805-3812. - DOI: https://doi.org/10.1016/j.procs.2023.10.376 | BibTeX | RIS DOIURN |
| Boiko, Andrei; Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2023): Accelerometer based system for unobtrusive sleep apnea detection. - In: Procedia computer science 225 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 1592-1600. - DOI: https://doi.org/10.1016/j.procs.2023.10.148 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Penzel, Thomas; Glos, Martin (2023): Analyse von Atmungs- und Körperbewegungssignalen zur Identifikation von Schlafstadien. - In: Somnologie 27 (1). - S. S3. - DOI: https://doi.org/10.1007/s11818-023-00424-5 | BibTeX | RIS DOI |
| Scherz, Wilhelm; Corcoba, Victor; Melendi, David; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio (2023): Analysis of the relationship between personality traits and driving stress using a non-intrusive wearable device. - In: Electronics 13 (1). - S. 1-23. - DOI: https://doi.org/10.3390/electronics13010159 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio (2023): Assessing the feasibility of replacing subjective questionnaire-based sleep measurement with an objective approach using a Smartwatch. - In: Sensors 23 (13). - S. 1-15. - DOI: https://doi.org/10.3390/s23136145 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2023): Assessment of the replacement of a subjective measurement of sleep-relevant parameters by a measurement with a sensor under the mattress. - In: Procedia computer science 225 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 1632-1640. - DOI: https://doi.org/10.1016/j.procs.2023.10.152 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Serrano Alarcón, Ángel; Seepold, Ralf; Martínez Madrid, Natividad (2023): Conception of a home-based sleep apnoea identification and monitoring system. - In: Procedia computer science 225 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 3795-3804. - DOI: https://doi.org/10.1016/j.procs.2023.10.375 | BibTeX | RIS DOIURN |
| Boiko, Andrei; Martínez Madrid, Natividad; Seepold, Ralf (2023): Contactless technologies, sensors, and systems for cardiac and respiratory measurement during sleep: a systematic review. - In: Sensors 23 (11). - S. 1-27. - DOI: https://doi.org/10.3390/s23115038 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Serrano Alarcón, Ángel; Seepold, Ralf; Martínez Madrid, Natividad (2023): Current status and prospects of automatic sleep stages scoring: Review. - In: Biomedical engineering letters 13 - S. 247-272. - DOI: https://doi.org/10.1007/s13534-023-00299-3 | BibTeX | RIS DOIURN |
| Vélez, Daniel; Seepold, Ralf; Martínez Madrid, Natividad (2023): Development of an expert system to overpass citizens technological barriers on smart home and living. - In: Procedia computer science 225 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 626-634. - DOI: https://doi.org/10.1016/j.procs.2023.10.048 | BibTeX | RIS DOIURN |
| Seepold, Ralf; Asadov, Akhmadbek; Boiko, Andrei; Martínez Madrid, Natividad; Haghi, Mostafa (2023): Identifying an appropriate area to facilitate the cardiorespiratory measurement during sleep monitoring. - In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), proceedings, Sydney, Australia, 24th - 27th July 2023. - Piscataway : IEEE. - 6 S. - ISBN: 979-8-3503-2447-1. - DOI: https://doi.org/10.1109/EMBC40787.2023.10341186 | BibTeX | RIS DOI |
| (2023): Informatics Inside : HUC - Future Thinking : Informatik-Konferenz an der Hochschule Reutlingen, 03. Mai 2023 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 68 S. - ISBN: 978-3-00-075235-3. - DOI: https://doi.org/10.34645/opus-4487 | BibTeX | RIS URNDOI |
| Boiko, Andrei; Gaiduk, Maksym; Scherz, Wilhelm Daniel; Gentili, Andrea; Conti, Massimo; Orcioni, Simone; Martínez Madrid, Natividad; Seepold, Ralf (2023): Monitoring of cardiorespiratory parameters during sleep using a special holder for the accelerometer sensor. - In: Sensors 23 (11). - S. 1-16. - DOI: https://doi.org/10.3390/s23115351 | BibTeX | RIS DOIURN |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf; Ortega, Juan Antonio (2023): Obstructive sleep apnea event detection using explainable deep learning models for a portable monitor. - In: Frontiers in neuroscience 17 (Artikelnummer: 1155900) - S. 1-19. - DOI: https://doi.org/10.3389/fnins.2023.1155900 | BibTeX | RIS DOIURN |
| Asadov, Akhmadbek; Ortega, Juan Antonio; Martínez Madrid, Natividad; Seepold, Ralf (2023): Performance improvement of cardiorespiratory measurements using pressure sensors with mechanical coupling techniques. - In: Procedia computer science 225 (27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023)). - S. 1891-1899. - DOI: https://doi.org/10.1016/j.procs.2023.10.179 | BibTeX | RIS DOIURN |
| Haghi, Mostafa; Asadov, Akhmadbek; Boiko, Andrei; Ortega, Juan Antonio; Martínez Madrid, Natividad; Seepold, Ralf (2023): Validating force sensitive resistor strip sensors for cardiorespiratory measurement during sleep : a preliminary study. - In: Sensors 23 (8). - S. 1-16. - DOI: https://doi.org/10.3390/s23083973 | BibTeX | RIS DOIURN |
2022 | |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf; Ortega, Juan Antonio (2022): 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. - S. 13-15. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-3991 | BibTeX | RIS URNDOI |
| Friedrich, Petra; Gaiduk, Maksym; Serrano Alarcón, Ángel; Scherz, Daniel; Martínez Madrid, Natividad; Seepold, Ralf; Gaßner, Matthias; Fuchs, Dominik (2022): Assistive health systems for home-dwelling elderly : connecting training and monitoring technologies to a data integration platform. - In: Procedia computer science 207 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022). - S. 3002-3011. - DOI: https://doi.org/10.1016/j.procs.2022.09.359 | BibTeX | RIS DOIURN |
| Seepold, Ralf; Martínez Madrid, Natividad (2022): Citizen-centered health platform concept for EU cross-border regions. - In: Procedia computer science 207 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022). - S. 3742-3745. - DOI: https://doi.org/10.1016/j.procs.2022.09.435 | BibTeX | RIS DOIURN |
| Weber, Lucas; Seepold, Ralf; Martínez Madrid, Natividad (2022): Democratizing digital health algorithms: RESTful machine learning web services. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 7-15. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_2 | BibTeX | RIS DOI |
| Haghi, Mostafa; Seepold, Ralf; Martínez Madrid, Natividad (2022): Designing a sensor interface for cardiorespiratory measurement in sleep monitoring. - In: Hardware and software supporting physiological measurement (HSPM-2022). - Reutlingen : Hochschule Reutlingen. - S. 9-12. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-3990 | BibTeX | RIS URNDOI |
| Boiko, Andrei; Martínez Madrid, Natividad; Seepold, Ralf (2022): Determination of accelerometer sensor position for respiration rate detection: initial research. - In: Hardware and software supporting physiological measurement (HSPM-2022). - Reutlingen : Hochschule Reutlingen. - S. 16-19. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-4000 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Perea Rodríguez, Juan José; Seepold, Ralf; Martínez Madrid, Natividad; Penzel, Thomas; Glos, Martin; Ortega, Juan Antonio (2022): Estimation of sleep stages analyzing respiratory and movement signals. - In: IEEE journal of biomedical and health informatics 26 (2). - S. 505-514. - DOI: https://doi.org/10.1109/JBHI.2021.3099295 | BibTeX | RIS DOI |
| Scherz, Wilhelm Daniel; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio (2022): 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. - S. 26-28. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-4003 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Penzel, Thomas; Weber, Lucas; Conti, Massimo; Orcioni, Simone; Ortega, Juan Antonio (2022): Evaluating body movement and breathing signals for identification of sleep/wake states. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2021. - (Lecture Notes in Electrical Engineering ; 866 ). - Cham : Springer. - S. 206-211. - ISBN: 978-3-030-95497-0. - DOI: https://doi.org/10.1007/978-3-030-95498-7_29 | BibTeX | RIS DOI |
| Asadov, Akhmadbek; Boiko, Andrei; Scherz, Daniel; Seepold, Ralf; Martínez Madrid, Natividad (2022): Evaluation of a prototype for early active patient mobilization. - In: Procedia computer science 207 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022). - S. 2223-2231. - DOI: https://doi.org/10.1016/j.procs.2022.09.282 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2022): Evaluation of substituting a sleep diary by smartwatch measurement. - In: Hardware and software supporting physiological measurement (HSPM-2022). - Reutlingen : Hochschule Reutlingen. - S. 6-8. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-3989 | BibTeX | RIS URNDOI |
| Boiko, Andrei; Asadov, Akhmadbek; Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2022): Gamification system to improve the personal health of bedridden patients in long-term care. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 127-139. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_13 | BibTeX | RIS DOI |
| Kraft, Rodion; Martínez Madrid, Natividad; Seepold, Ralf (2022): Generative adversarial networks: project relevant overview. - In: Hardware and software supporting physiological measurement (HSPM-2022). - Reutlingen : Hochschule Reutlingen. - S. 23-25. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-4002 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Orcioni, Simone; Seepold, Ralf; Martínez Madrid, Natividad; Pierleoni, Paola; Burattini, Laura; Marcantoni, Agnese; Morettini, Micaela; Conti, Massimo (2022): Heart and breathing rate measurement using low intrusive monitoring systems. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 37-49. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_5 | BibTeX | RIS DOI |
| (2022): Informatics Inside : IT´s Future : Informatik-Konferenz an der Hochschule Reutlingen, 11. Mai 2022 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 148 S. - ISBN: 978-3-00-072060-4. - DOI: https://doi.org/10.34645/opus-3651 | BibTeX | RIS URNDOI |
| (2022): Informatics Inside : Zukunft mIT gestalten : Informatik-Konferenz an der Hochschule Reutlingen, 24. November 2022 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 52 S. - ISBN: 978-3-00-073892-0. - DOI: https://doi.org/10.34645/opus-3918 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Orcioni, Simone; Conti, Massimo; Ortega, Juan Antonio (2022): Initial evaluation of substituting a sleep diary by smartwatch measurement. - In: Procedia computer science 207 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022). - S. 3376-3383. - DOI: https://doi.org/10.1016/j.procs.2022.09.396 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Weber, Lucas; Seepold, Ralf; Martínez Madrid, Natividad; Conti, Massimo; Orcioni, Simone (2022): Involving the disabled or people in long-term care in tourism activities by the use of appropriate technologies. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 87-95. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_10 | BibTeX | RIS DOI |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf; Ortega, Juan Antonio (2022): Main requirements of end-to-end deep learning models for biomedical time series classification in healthcare environments. - In: Procedia computer science 207 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022). - S. 3032-3040. - DOI: https://doi.org/10.1016/j.procs.2022.09.532 | BibTeX | RIS DOIURN |
| Asadov, Akhmadbek; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio (2022): Non-invasive cardiorespiration monitoring using force resistive sensor. - In: Hardware and software supporting physiological measurement (HSPM-2022). - Reutlingen : Hochschule Reutlingen. - S. 20-22. - ISBN: 978-3-00-074291-0. - DOI: https://doi.org/10.34645/opus-4001 | BibTeX | RIS URNDOI |
| Boiko, Andrei; Scherz, Wilhelm; Gaiduk, Maksym; Gentili, Andrea; Conti, Massimo; Orcioni, Simone; Seepold, Ralf; Martínez Madrid, Natividad (2022): Sleep respiration rate detection using an accelerometer sensor with special holder setup. - In: 2022 E-Health and Bioengineering Conference (EHB), 17-18 November 2022, Iasi, Romania, proceedings. - Piscataway, NJ : IEEE. - 4 S. - ISBN: 978-1-6654-8557-9. - DOI: https://doi.org/10.1109/EHB55594.2022.9991578 | BibTeX | RIS DOI |
| Conti, Massimo; Orcioni, Simone; Giuliani, Rebecca; Gabrielli, Lorenzo; Gaiduk, Maksym; Martínez Madrid, Natividad; Seepold, Ralf (2022): State of the art of wearable sensors for healthcare. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 50-61. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_6 | BibTeX | RIS DOI |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf; Ortega, Juan Antonio (2022): The role of digital twins in personalized sleep medicine. - In: Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering). - Cham : Springer. - S. 71-79. - ISBN: 978-3-031-16854-3. - DOI: https://doi.org/10.1007/978-3-031-16855-0_8 | BibTeX | RIS DOI |
2021 | |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio; Conti, Massimo; Orcioni, Simone; Penzel, Thomas; Perea, Juan José; Serrano Alarcón, Ángel; Weiss, Gerald (2021): A comparison of objective and subjective sleep quality measurement in a group of elderly persons in a home environment. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2020. - (Lecture Notes in Electrical Engineering ; 738 ). - Cham : Springer. - S. 286-291. - ISBN: 978-3-030-66729-0. - DOI: https://doi.org/10.1007/978-3-030-66729-0_35 | BibTeX | RIS DOI |
| Serrano Alarcón, Ángel; Martínez Madrid, Natividad; Seepold, Ralf (2021): A minimum set of physiological parameters to diagnose obstructive sleep apnea syndrome using non-invasive portable monitors : a systematic review. - In: Life 11 (11). - 19 S. - DOI: https://doi.org/10.3390/life11111249 | BibTeX | RIS DOIURN |
| Koshechkin, Konstantin; Lebedev, Georgy; Radzievsky, George; Seepold, Ralf; Martínez Madrid, Natividad (2021): Blockchain technology projects to provide telemedical services: systematic review. - In: Journal of medical internet research 23 (8). - 11 S. - DOI: https://doi.org/10.2196/17475 | BibTeX | RIS DOIURN |
| Rohlinger, Tihomir; Peng, Le Ping; Gerlach, Tobias; Pasler, Paul; Zhang, Bo; Seepold, Ralf; Martínez Madrid, Natividad; Rätsch, Matthias (2021): Deep learning-based EEG detection of mental alertness states from drivers under ethical aspects. - In: ICAAI 2021: 2021 The 5th International Conference on Advances in Artificial Intelligence (ICAAI), 20-22 November 2021, Virtual Event, United Kingdom, proceedings. - New York : Association for Computing Machinery. - S. 54-64. - ISBN: 978-1-4503-9069-9. - DOI: https://doi.org/10.1145/3505711.3505719 | BibTeX | RIS DOI |
| Gaiduk, Maksym; Weber, Lucas; Serrano Alarcón, Ángel; Seepold, Ralf; Martínez Madrid, Natividad; Orcioni, Simone; Conti, Massimo (2021): Design of a sleep apnoea detection system for a home environment. - In: Procedia computer science 192 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES2021). - S. 3225-3234. - DOI: https://doi.org/10.1016/j.procs.2021.09.095 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2021): Development of health systems for home environments with the focus on sleep monitoring. - In: Kempter, Guido; Ritter, Walter (Hrsg.): Grenzüberschreitende Reallabore für Assistenztechnik. - Lengerich : Pabst Science Publishers. - S. 138-144. - ISBN: 978-3-95853-711-8. | BibTeX | RIS |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan Antonio (2021): Digital health and care study on elderly monitoring. - In: Sustainability 13 (23). - 18 S. - DOI: https://doi.org/10.3390/su132313376 | BibTeX | RIS DOIURN |
| Weber, Lucas; Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Glos, Martin; Penzel, Thomas (2021): Enhancing current cardiorespiratory-based approaches of sleep stage classification by temporal feature stacking. - In: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 1-5 November 2021, Mexico, proceedings. - Piscataway, NJ : IEEE. - S. 5518-5522. - ISBN: 978-1-7281-1179-7. - DOI: https://doi.org/10.1109/EMBC46164.2021.9630743 | BibTeX | RIS DOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Penzel, Thomas (2021): Identifikation von Schlaf- und Wachzuständen durch die Auswertung von Atem- und Bewegungssignalen. - In: Somnologie : Schlafforschung und Schlafmedizin ; Abstracts der 29. Jahrestagung der Deutschen Gesellschaft für Schlafforschung und Schlafmedizin e.V., "Schlaf und Psyche", 28.-30. Oktober 2021, virtuell. - Berlin : Springer. - S. 30-31. - DOI: https://doi.org/10.1007/s11818-021-00328-2 | BibTeX | RIS DOI |
| (2021): Informatics Inside : Perceive (IT) : Informatik-Konferenz an der Hochschule Reutlingen, 05. Mai 2021 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 117 S. - ISBN: 978-3-00-068222-3. - DOI: https://doi.org/10.34645/opus-3024 | BibTeX | RIS URNDOI |
| (2021): Informatics Inside : RockIT Science : Informatik-Konferenz an der Hochschule Reutlingen, 24. November 2021 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 155 S. - ISBN: 978-3-00-070521-2. - DOI: https://doi.org/10.34645/opus-3589 | BibTeX | RIS URNDOI |
| Orcinoe, Simone; Pellegrini, Roberto; Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad; Conti, Massimo (2021): Medication adherence supported by mHealth and NFC. - In: Informatics in Medicine Unlocked : IMU 23 (Artikelnummer: 100552) - 12 S. - DOI: https://doi.org/10.1016/j.imu.2021.100552 | BibTeX | RIS DOIURN |
| Troncoso, Ángela; Ortega, Juan Antonio; Seepold, Ralf; Martínez Madrid, Natividad (2021): Non-invasive devices for respiratory sound monitoring. - In: Procedia computer science 192 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES2021). - S. 3040-3048. - DOI: https://doi.org/10.1016/j.procs.2021.09.076 | BibTeX | RIS DOIURN |
| Orcioni, Simone; Di Nardo, Francesco; Fioretti, Sandro; Conti, Massimo; Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad (2021): Preliminary results of homomorphic deconvolution application to surface EMG signals during walking. - In: Procedia computer science 192 (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES2021). - S. 3272-3280. - DOI: https://doi.org/10.1016/j.procs.2021.09.100 | BibTeX | RIS DOIURN |
2020 | |
| Scherz, Wilhelm; Baun, Jannik; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan (2020): A portable ECG for recording and flexible development of algorithms and stress detection. - In: Procedia computer science 176 - S. 2886-2893. - DOI: https://doi.org/10.1016/j.procs.2020.09.265 | BibTeX | RIS DOIURN |
| Shkilniuk, Yurii; Serrano Alarcón, Ángel; Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2020): Analysis of survey tools for recommender systems in the selection of ambient assisted living technologies. - In: Procedia computer science 176 - S. 2332-2340. - DOI: https://doi.org/10.1016/j.procs.2020.09.294 | BibTeX | RIS DOIURN |
| Scherz, Wilhelm; Corcoba Magaña, Victor; Seepold, Ralf; Martínez Madrid, Natividad; Ortega, Juan (2020): Can Virtual Reality be used as a significant stressor for studies using ECG?. - In: Procedia computer science 176 - S. 3255-3262. - DOI: https://doi.org/10.1016/j.procs.2020.09.123 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Seepold, Ralf; Ortega, Juan; Martínez Madrid, Natividad (2020): Comparison of sleep characteristics measurements: a case study with a population aged 65 and above. - In: Procedia computer science 176 - S. 2341-2349. - DOI: https://doi.org/10.1016/j.procs.2020.09.297 | BibTeX | RIS DOIURN |
| Zhikhareva, G; Kramm, Mikhail; Bodin, Oleg; Seepold, Ralf; Martínez Madrid, Natividad; Chernikov, A; Kupriyanova, Y; Zhuravleva, N (2020): Conversion from electrocardiosignals to equivalent electrical sources on heart surface. - In: BMC bioinformatics 21 (2). - S. 1-12. - DOI: https://doi.org/10.1186/s12859-020-3354-8 | BibTeX | RIS DOIURN |
| Gaiduk, Maksym; Orcioni, Simone; Conti, Massimo; Seepold, Ralf; Penzel, Thomas; Martínez Madrid, Natividad; Ortega, Juan (2020): Embedded system for non-obtrusive sleep apnea detection. - In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 20-24 July 2020, Montreal, Canada, proceedings. - Piscataway, NJ : IEEE. - S. 2776-2779. - ISBN: 978-1-7281-1990-8. - DOI: https://doi.org/10.1109/EMBC44109.2020.9176075 | BibTeX | RIS DOI |
| Conti, Massimo; Aironi, Carlo; Orcioni, Simone; Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad (2020): Heart rate detection with accelerometric sensors under the mattress. - In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 20-24 July 2020, Montreal, Canada, proceedings. - Piscataway, NJ : IEEE. - S. 4063-4066. - ISBN: 978-1-7281-1990-8. - DOI: https://doi.org/10.1109/EMBC44109.2020.9175735 | BibTeX | RIS DOI |
| (2020): Informatics Inside : Connect(IT) : Informatik-Konferenz der Hochschule Reutlingen, 20. Mai 2020 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 142 S. - ISBN: 978-3-00-065431-2. - DOI: https://doi.org/10.34645/opus-2722 | BibTeX | RIS URNDOI |
| (2020): Informatics Inside : KInside : Informatik-Konferenz an der Hochschule Reutlingen, 25. November 2020 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 90 S. - ISBN: 978-3-00-066747-3. - DOI: https://doi.org/10.34645/opus-2843 | BibTeX | RIS DOIURN |
| Biagetti, Giorgio; Crippa, Paolo; Falaschetti, Laura; Focante, Edoardo; Martínez Madrid, Natividad; Seepold, Ralf; Turchetti, Claudio (2020): Machine learning and data fusion techniques applied to physical activity classification using photoplethysmographic and accelerometric signals. - In: Procedia computer science 176 - S. 3103-3111. - DOI: https://doi.org/10.1016/j.procs.2020.09.178 | BibTeX | RIS DOIURN |
| Scherz, Wilhelm; Seepold, Ralf; Martínez Madrid, Natividad; Crippa, Paolo; Ortega, Juan (2020): RR interval analysis for the distinction between stress, physical activity and no activity using a portable ECG. - In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 20-24 July 2020, Montreal, Canada, proceedings. - Piscataway, NJ : IEEE. - S. 4522-4525. - ISBN: 978-1-7281-1990-8. - DOI: https://doi.org/10.1109/EMBC44109.2020.9175458 | BibTeX | RIS DOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Orcioni, Simone; Conti, Massimo (2020): Recognizing breathing rate and movement while sleeping in home environment. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2019. - (Lecture notes in electrical engineering ; 627). - Cham : Springer. - S. 333-339. - ISBN: 978-3-030-37276-7. - DOI: https://doi.org/10.1007/978-3-030-37277-4_38 | BibTeX | RIS DOI |
| Corcoba Magaña, Victor; Scherz, Wilhelm; Seepold, Ralf; Martínez Madrid, Natividad; García Pañeda, Xabiel; Garcia, Roberto (2020): The effects of the driver’s mental state and passenger compartment conditions on driving performance and driving stress. - In: Sensors 20 (18). - S. 1-31. - DOI: https://doi.org/10.3390/s20185274 | BibTeX | RIS DOIURN |
2019 | |
| Vehi, Josep; Contreras, Iván (2019): A decision support system for diabetic patients: closing the loop for MDI users. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 29-31. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2461 | BibTeX | RIS URNDOI |
| Scherz, Wilhelm Daniel; Seepold, Ralf; Martínez Madrid, Natividad; Crippa, Paolo; Biagetti, Giorgio; Falaschetti, Laura; Turchetti, Claudio (2019): Activity monitoring and phase detection using a portable EMG/ECG system. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2018. - (Lecture Notes in Electrical Engineering ; 550 ). - Cham : Springer. - S. 187-194. - ISBN: 978-3-030-11973-7. - DOI: https://doi.org/10.1007/978-3-030-11973-7_22 | BibTeX | RIS DOI |
| Kiefer, Daniel; Ulmer, Annette (2019): Application of artificial intelligence to optimize forecasting capability in procurement. - In: Wissenschaftliche Vertiefungskonferenz : Informatik-Konferenz an der Hochschule Reutlingen, 27. November 2019. - Reutlingen : Hochschule Reutlingen. - S. 69-80. - ISBN: 978-3-00-064236-4. - DOI: https://doi.org/10.34645/opus-3870 | BibTeX | RIS URNDOI |
| Pasler, Paul; Seepold, Ralf; Martínez Madrid, Natividad (2019): Artefaktkorrektur und verfeinerte Metriken für ein EEG-basiertes System zur Müdigkeitserkennung. - In: Somnologie : Schlafforschung und Schlafmedizin ; Organ der Deutschen Gesellschaft für Schlafforschung und Schlafmedizin (DGSM) 23 (Suppl. 1). - S. 22-23. - DOI: https://doi.org/10.1007/s11818-019-00223-x | BibTeX | RIS DOI |
| Rathfelder, Christoph; Hipp, Nathalie (2019): Combining smart sensor systems with gamification to increase the efficiency of therapies. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 39-41. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2463 | BibTeX | RIS URNDOI |
| Biagetti, Giorgio; Crippa, Paolo; Falaschetti, Laura; Turchetti, Claudio (2019): Correlation between respiratory action and diaphragm surface EMG signal. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 33-37. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2462 | BibTeX | RIS URNDOI |
| Gromer, Markus; Salb, David; Walzer, Thomas; Martínez Madrid, Natividad; Seepold, Ralf (2019): ECG sensor for detection of driver's drowsiness. - In: Procedia computer science 159 - S. 1938-1946. - DOI: https://doi.org/10.1016/j.procs.2019.09.366 | BibTeX | RIS DOIURN |
| (2019): EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - In: - Reutlingen : Hochschule Reutlingen. - 45 S. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2454 | BibTeX | RIS URNDOI |
| Rodríguez de Trujillo, Eva; Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad; Orcioni, Simone; Conti, Massimo (2019): Embedded system to recognize movement and breathing in assisted living environments. - In: Applications in electronics pervading industry, environment and society : APPLEPIES 2018. - (Lecture notes in electrical engineering ; 550). - Cham : Springer. - S. 391-397. - ISBN: 978-3-030-11973-7. - DOI: https://doi.org/10.1007/978-3-030-11973-7_46 | BibTeX | RIS DOI |
| Seepold, Ralf; Gaiduk, Maksym; Ortega, Juan Antonio; Conti, Massimo; Orcioni, Simone; Martínez Madrid, Natividad (2019): Home hospital e-health centers for barrier-free and cross-border telemedicine. - In: Intelligent decision technologies 2019 : proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019), volume 2. - (Smart innovation, systems and technology ; 143). - Singapore : Springer. - S. 307-316. | BibTeX | RIS |
| Martínez Madrid, Natividad; Seepold, Ralf; Lebedev, Georgy (2019): Häusliche Versorgung von Kindern mit Autismus-Spektrum-Störungen. - In: Smart Day 2019 Lösungen für ein intelligentes Zuhause Fachtagung 13.11.2019 : Proceedings - Fachtagung Smart Day 2019. - Villingen-Schwenningen : Smart Home & Living Baden-Württemberg e.V.. - S. 29-31. - URL: https://www.shl-bw.de/home/aktuelles/detail-neuigkeiten/news/detail/2-smart-day-lockt-viele-akteure-nach-stuttgart/ | BibTeX | RIS URN |
| (2019): Informatics Inside : Experience(IT) : Informatik-Konferenz an der Hochschule Reutlingen, 8. Mai 2019 : Tagungsband. - In: - Reutlingen : Hochschule Reutlingen. - 30 S. - DOI: https://doi.org/10.34645/opus-2711 | BibTeX | RIS URNDOI |
| Junger, Denise; Martínez Madrid, Natividad; Malek, Nisar; Thies, Christian (2019): Integrated system for individual decentralized monitoring for the personalized medicine. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 11-14. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2455 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad; Ortega Ramírez, Juan Antonio; Penzel, Thomas (2019): Non-invasives System für die kontinuierliche Schlafanalyse. - In: 6. Ambient Medicine Forum "Assistive Technik für Sebstbestimmtes Wohnen : 19 . - 20. Februar 2019. - Göttingen : Cuvillier Verlag. - S. 23-28. - ISBN: 978-3-7369-9961-9. | BibTeX | RIS |
| Schabus, Manuel; Ameen, Mohamed (2019): On the reliability of consumer devices for the assessment of sleep. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 19-20. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2459 | BibTeX | RIS URNDOI |
| Junger, Denise; Martínez Madrid, Natividad; Malek, Nisar; Thies, Christian (2019): Open wearables mobile platform to support personalized medicine. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 7-10. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2456 | BibTeX | RIS URNDOI |
| Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad (2019): Personalized health service in assistive environments and telemonitoring of sleep patterns. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 15-17. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2457 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Seepold, Ralf; Penzel, Thomas; Ortega Ramírez, Juan Antonio; Glos, Martin; Martínez Madrid, Natividad (2019): Recognition of sleep/wake states analyzing heart rate, breathing and movement signals. - In: Biomedical engineering ranging from wellness to intensive care : 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): July 23-27, Berlin. - Piscataway, NJ : IEEE. - S. 5712-5715. - DOI: https://doi.org/https://doi.org/10.1109/EMBC.2019.8857596 | BibTeX | RIS DOI |
| Trommelschlaeger, Karin; Kempter, Guido (2019): Technologies in the bedroom that improve the quality of sleep. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 21-23. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2460 | BibTeX | RIS URNDOI |
| Seepold, Ralf; Lebedev, Georgy; Martínez Madrid, Natividad (2019): Telemedicine system model to help children with autism spectrum disorders. - In: XIV Russian-Germany Conference on Biomedical Engineering (RGC-2019) : St. Petersburg, Russia, 3-6 July 2019. - (AIP conference proceedings ; volume 2140). - Melville, New York : American Institute of Physics. - S. 1-6. - ISBN: 978-0-7354-1883-7. | BibTeX | RIS |
| Lebedev, Georgy; Nevzorova, Diana; Klimenko, Herman; Shaderkin, Igor; Ashenbrenner, Inna; Seepold, Ralf (2019): The use of digital technology in palliative care. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 43-44. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2464 | BibTeX | RIS URNDOI |
| (2019): Wissenschaftliche Vertiefungskonferenz : Informatik-Konferenz an der Hochschule Reutlingen, 27. November 2019. - In: - Reutlingen : Hochschule Reutlingen. - 110 S. - ISBN: 978-3-00-064236-4. - DOI: https://doi.org/10.34645/opus-3047 | BibTeX | RIS URNDOI |
| Orcioni, Simone; Pellegrini, Roberto; Seepold, Ralf; Gaiduk, Maksym; Martínez Madrid, Natividad; Conti, Massimo (2019): mHealth for therapeutic adherence. - In: EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments”. - Reutlingen : Hochschule Reutlingen. - S. 25-28. - ISBN: 978-3-00-063346-1. - DOI: https://doi.org/10.34645/opus-2458 | BibTeX | RIS URNDOI |
2018 | |
| Orcioni, Simone; Conti, Massimo; Martínez Madrid, Natividad; Gaiduk, Maksym; Seepold, Ralf (2018): A review of health monitoring systems using sensors on bed or cushion. - In: Smart-Future-Living-Bodensee : proceedings of international workshop : Konstanz , Freitag, 24.11.2017. - Konstanz : HTWG Konstanz. - S. 45-48. - ISBN: 978-3-00-058960-7. - URL: https://opus.htwg-konstanz.de/frontdoor/index/index/docId/1393 | BibTeX | RIS URN |
| Conti, Massimo; Orcioni, Simone; Martínez Madrid, Natividad; Gaiduk, Maksym; Seepold, Ralf (2018): A review of health monitoring systems using sensors on bed or cushion. - In: Bioinformatics and Biomedical Engineering : 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, proceedings. - Part II. - (Lecture notes in computer science ; 10814). - Cham : Springer. - S. 347-358. - ISBN: 978-3-319-78759-6. - DOI: https://doi.org/10.1007/978-3-319-78759-6_32 | BibTeX | RIS DOI |
| Martínez Madrid, Natividad; Walzer, Thomas (2018): Das Smartphone als Personal Gateway zur Vermittlung zwischen Wearables und SmartHome. - In: Smart Day 2018 : Lösungen für ein intelligentes Zuhause : Fachtagung 7.11.2018 : proceedings. - Villingen-Schwenningen : Smart Home & Living Baden-Württemberg e.V.. - S. 29-31. - URL: https://www.shl-bw.de/fileadmin/documents/SmartDay/Tagungsband_Smart_Day_2018.pdf | BibTeX | RIS |
| (2018): Informatics Inside : Connect(IT) : Informatik-Konferenz an der Hochschule Reutlingen, 9. Mai 2018. - In: - Reutlingen : Hochschule Reutlingen. - 112 S. - ISBN: 978-3-00-058645-3. - DOI: https://doi.org/10.34645/opus-2291 | BibTeX | RIS URNDOI |
| Gaiduk, Maksym; Seepold, Ralf; Orcioni, Simone; Conti, Massimo; Martínez Madrid, Natividad (2018): Non-invasive sleep analysis with intelligent sensors. - In: Smart-Future-Living-Bodensee : proceedings of international workshop : Konstanz , Freitag, 24.11.2017. - Konstanz : HTWG Konstanz. - S. 23-26. - ISBN: 978-3-00-058960-7. - URL: https://opus.htwg-konstanz.de/frontdoor/index/index/docId/1393 | BibTeX | RIS URN |
| Walzer, Thomas; Thies, Christian; Meier, Klaus; Martínez Madrid, Natividad (2018): Textile Sensor Platform (TSP) - development of a textile real-time electrocardiogram. - In: Bioinformatics and Biomedical Engineering : 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, proceedings. - Part II. - (Lecture notes in computer science ; 10814). - Cham : Springer. - S. 359-370. - ISBN: 978-3-319-78759-6. - DOI: https://doi.org/10.1007/978-3-319-78759-6_33 | BibTeX | RIS DOI |
| Leber, Isabel; Martínez Madrid, Natividad (2018): WearIT - a rapid prototyping platform for wearables. - In: Bioinformatics and biomedical engineering: 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, proceedings. - Part II. - (Lecture notes in computer science ; 10814). - Cham : Springer. - S. 335-346. - ISBN: 978-3-319-78759-6. - DOI: https://doi.org/10.1007/978-3-319-78759-6_31 | BibTeX | RIS DOI |
| (2018): Wissenschaftliche Vertiefungskonferenz HUC - That’s IT : Informatik-Konferenz an der Hochschule Reutlingen, 21. November 2018. - In: - Reutlingen : Hochschule Reutlingen. - 195 S. - ISBN: 978-3-00-061377-7. - DOI: https://doi.org/10.34645/opus-3048 | BibTeX | RIS URNDOI |
2017 | |
| Walzer, Thomas; Fischer, Susanne; Martínez Madrid, Natividad (2017): A case study in smart textile design process. - In: AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality. - Ancona : Università Politecnica delle Marche. - S. 81-84. - ISBN: 978-88-87548-09-9. | BibTeX | RIS |
| Gaiduk, Maksym; Kuhn, Ina; Seepold, Ralf; Ortega Ramírez, Juan Antonio; Martínez Madrid, Natividad (2017): A sensor grid for pressure and movement detection supporting sleep phase analysis. - In: Bioinformatics and biomedical engineering : 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, proceedings. - Part II. - (Lecture notes in computer science ; 10209). - Cham : Springer. - S. 596-607. - ISBN: 978-3-319-56154-7. - DOI: https://doi.org/10.1007/978-3-319-56154-7_53 | BibTeX | RIS DOI |
| Gaiduk, Maksym; Seepold, Ralf; Martínez Madrid, Natividad (2017): Classification of sleep stages: commonly used methods and main aims for the improvement. - In: AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality : November 4, 2016, Università Politecnica delle Marche, Ancona, Italy. - Ancona : Università Politecnica delle Marche. - S. 15-17. - ISBN: 978-88-87548-09-9. | BibTeX | RIS |
| Yay, Emre; Martínez Madrid, Natividad (2017): Creating recommendations in an energy-efficient and safety relevant driving system while considering driver stress and driver reaction. - In: International journal of embedded systems : IJES 9 (4). - S. 298-309. | BibTeX | RIS |
| Statti, Armando; Martínez Madrid, Natividad (2017): Guideline for the conceptual development of user interfaces for mobile medical applications. - In: AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality : November 4, 2016, Università Politecnica delle Marche, Ancona, Italy. - Ancona : Università Politecnica delle Marche. - S. 75-80. - ISBN: 978-88-87548-09-9. | BibTeX | RIS |
| Scherz, Wilhelm Daniel; Fritz, Daniel; Velicu, Oana Ramona; Seepold, Ralf; Martínez Madrid, Natividad (2017): Heart rate spectrum analysis for sleep quality detection. - In: EURASIP journal on embedded systems : EURASIP JES / a publication of the European Association for Speech, Signal and Image Processing (26)- S. 1-5. - DOI: https://doi.org/10.1186/s13639-017-0072-z | BibTeX | RIS DOIURN |
| (2017): Informatics Inside : Digital Future : Informatik-Konferenz an der Hochschule Reutlingen, 10. Mai 2017. - In: - Reutlingen : Hochschule Reutlingen. - 138 S. - ISBN: 978-3-00-056455-0. - DOI: https://doi.org/10.34645/opus-1903 | BibTeX | RIS DOIURN |
| Klein, Agnes; Penzel, Thomas; Martínez Madrid, Natividad; Seepold, Ralf (2017): Parameter set selection and classification of sleep phases tracing biovital data. - In: Proceedings of the XVIII JARCA Workshop on Qualitative Systems and Applications in Diagnosis, Robotics and Ambient Intelligence : Almería, Spain, 23-29 June 2016. - (CEUR workshop proceedings ; 1812). - Aachen : RWTH Aachen. - 5 S. - URL: http://ceur-ws.org/Vol-1812 | BibTeX | RIS URN |
| Statti, Armando; Martínez Madrid, Natividad (2017): Requirements analysis for user interfaces in mobile ehealth applications. - In: Bioinformatics and biomedical engineering : 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, proceedings. - Part II. - (Lecture notes in computer science ; 10209). - Cham : Springer. - S. 642-652. - ISBN: 978-3-319-56154-7. - DOI: https://doi.org/10.1007/978-3-319-56154-7_57 | BibTeX | RIS DOI |
| Klein, Agnes; Martínez Madrid, Natividad; Seepold, Ralf; Gaiduk, Maksym (2017): Sleep phase identification based on non-invasive recordings. - In: AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality : November 4, 2016, Università Politecnica delle Marche, Ancona, Italy. - Ancona : Università Politecnica delle Marche. - S. 11-13. - ISBN: 978-88-87548-09-9. | BibTeX | RIS |
| Falomir, Zoe; Ortega Ramírez, Juan Antonio; Martínez Madrid, Natividad; Guesguen, Hans (2017): Thematic issue on human-centred ambient intelligence: cognitive approaches, reasoning and learning. - In: Journal of ambient intelligence and smart environments 9 (5). - S. 539-542. - DOI: https://doi.org/10.3233/AIS-170449 | BibTeX | RIS DOIURN |
| (2017): Wissenschaftliche Vertiefungskonferenz HuC - Design the Future : Informatik-Konferenz an der Hochschule Reutlingen, 22. November 2017. - In: - Reutlingen : Hochschule Reutlingen. - 80 S. - ISBN: 978-3-00-057955-4. - DOI: https://doi.org/10.34645/opus-1527 | BibTeX | RIS DOIURN |
2016 | |
| Walzer, Thomas; Yay, Emre; Martínez Madrid, Natividad (2016): A rule-based assistant system for managing the clothing cycle. - In: Conti, Massimo; Martínez Madrid, Natividad (Hrsg.): Mobile networks for biometric data analysis. - (Lecture notes in electrical engineering ; 392). - Cham : Springer. - S. 51-62. - ISBN: 978-3-319-39700-9. - DOI: https://doi.org/10.1007/978-3-319-39700-9_5 | BibTeX | RIS DOI |
| Yay, Emre; Martínez Madrid, Natividad; Ortega Ramírez, Juan Antonio (2016): Detecting the adherence of driving rules in an energy-efficient, safe and adaptive driving system. - In: Expert systems with applications (47)- S. 58-70. - DOI: https://doi.org/10.1016/j.eswa.2015.10.044 | BibTeX | RIS DOI |
| Velicu, Oana Ramona; Martínez Madrid, Natividad; Seepold, Ralf (2016): Experimental sleep phases monitoring. - In: 3rd IEEE EMBS International Conference on Biomedical and Health Informatics. - Piscataway, NJ : IEEE. - S. 625-628. - ISBN: 978-1-5090-2455-1. - DOI: https://doi.org/10.1109/BHI.2016.7455976 | BibTeX | RIS DOI |
| Yay, Emre; Martínez Madrid, Natividad; Ortega Ramírez, Juan Antonio (2016): Influence of stress in driving behaviour. - In: XIV Mediterranean Conference on Medical and Biological Engineering and Computing : MEDICON 2016, March 31st - April 2nd 2016, Paphos, Cyprus. - (IFMBE Proceedings ; 57 : SpringerLink : Bücher). - Cham : Springer. - S. 1156-1161. - ISBN: 978-3-319-32703-7. - DOI: https://doi.org/10.1007/978-3-319-32703-7 | BibTeX | RIS DOI |
| (2016): Informatics Inside : Digital Revolution : Informatik-Konferenz an der Hochschule Reutlingen, 04. Mai 2016. - In: - Reutlingen : Hochschule Reutlingen. - 67 S. - ISBN: 978-3-00-052818-7. - DOI: https://doi.org/10.34645/opus-1871 | BibTeX | RIS DOIURN |
| Conti, Massimo; Martínez Madrid, Natividad (Hrsg.): Mobile network for biometric data. - (Lecture notes in electrical engineering ; 392). - Cham : Springer. - 323 S. - ISBN: 978-3-319-39700-9. | BibTeX | RIS |
| Datko, Patrick; Scherz, Wilhelm Daniel; Velicu, Oana Ramona; Seepold, Ralf; Martínez Madrid, Natividad (2016): Personal recommendation system for improving sleep quality. - In: Intelligent decision technologies 2016 : proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016). - part I. - (Smart innovation, systems and technologies ; 56). - Cham : Springer. - S. 405-412. - ISBN: 978-3-319-39630-9. - DOI: https://doi.org/10.1007/978-3-319-39630-9_34 | BibTeX | RIS DOI |
| Scherz, Wilhelm Daniel; Ortega Ramírez, Juan Antonio; Seepold, Ralf; Martínez Madrid, Natividad (2016): Stress determent via QRS complex detection, analysis and pre-processing. - In: Conti, Massimo; Martínez Madrid, Natividad (Hrsg.): Mobile networks for biometric data analysis. - (Lecture notes in electrical engineering ; 392). - Cham : Springer. - S. 225-234. - ISBN: 978-3-319-39700-9. - DOI: https://doi.org/10.1007/978-3-319-39700-9_18 | BibTeX | RIS DOI |
| Datko, Patrick; Seepold, Ralf; Martínez Madrid, Natividad (2016): Stress map based information system for increasing road safety. - In: Conti, Massimo; Martínez Madrid, Natividad (Hrsg.): Mobile networks for biometric data analysis. - (Lecture notes in electrical engineering ; 392). - Cham : Springer. - S. 135-144. - ISBN: 978-3-319-39700-9. - DOI: https://doi.org/10.1007/978-3-319-39700-9_11 | BibTeX | RIS DOI |
| Yay, Emre; Martínez Madrid, Natividad (2016): Stress-aware generation of recommendations in a driving system to increase user acceptance. - In: Conti, Massimo; Martínez Madrid, Natividad (Hrsg.): Mobile networks for biometric data analysis. - (Lecture notes in electrical engineering ; 392). - Cham : Springer. - S. 123-133. - ISBN: 978-3-319-39700-9. - DOI: https://doi.org/10.1007/978-3-319-39700-9_10 | BibTeX | RIS DOI |
| (2016): Wissenschaftliche Vertiefungskonferenz HuC - Digital Future : Informatik-Konferenz an der Hochschule Reutlingen, 16. November 2016. - In: - Reutlingen : Hochschule Reutlingen. - 75 S. - ISBN: 978-3-00-054956-4. - DOI: https://doi.org/10.34645/opus-3053 | BibTeX | RIS URNDOI |
2015 | |
| Seepold, Ralf; Martínez Madrid, Natividad (2015): Case management techniques capturing individual dysfunctionality. - In: 6th European Conference of the International Federation for Medical and Biological Engineering : MBEC 2014, 7-11 September 2014, Dubrovnik, Croatia. - Cham : Springer. - S. 889-892. - DOI: https://doi.org/10.1007/978-3-319-11128-5_221 | BibTeX | RIS DOI |
| Hermann, Matthias; Martínez Madrid, Natividad; Seepold, Ralf (2015): Detection of variations in holter ECG recordings based on dynamic cluster analysis. - In: Intelligent decision Technologies : Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015). - Cham : Springer. - S. 209-217. - ISBN: 978-331-91985-7-6. - DOI: https://doi.org/10.1007/978-3-319-19857-6_19 | BibTeX | RIS DOI |
| Scherz, Wilhelm Daniel; Ortega Ramírez, Juan Antonio; Martínez Madrid, Natividad; Seepold, Ralf (2015): Heart rate variability indicating stress visualized by correlations plots. - In: Bioinformatics and Biomedical Engineering : Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part II. - Cham : Springer. - S. 710-719. - ISBN: 978-331-91648-0-9. - DOI: https://doi.org/10.1007/978-3-319-16480-9 | BibTeX | RIS DOI |
| (2015): Informatics Inside : Interaction Design : Informatik-Konferenz an der Hochschule Reutlingen, 06. Mai 2015. - In: - Reutlingen : Hochschule Reutlingen. - 79 S. - ISBN: 978-3-00-049395-9. - DOI: https://doi.org/10.34645/opus-1863 | BibTeX | RIS DOIURN |
| Klein, Agnes; Velicu, Oana Ramona; Martínez Madrid, Natividad; Seepold, Ralf (2015): Sleep stages classification using vital signals recordings. - In: Proceedings of 2015 12th International Workshop on Intelligent Solutions in Embedded Systems (WISES) : Università Politecnica delle Marche, Ancona, Italy, 29.-30. Oct. 2015. - Piscataway, NJ : IEEE. - S. 47-50. - ISBN: 978-88-87548-08-2. - URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7356980&filter%3DAND%28p_IS_Number%3A7356973%29 | BibTeX | RIS |
| (2015): Wissenschaftliche Vertiefungskonferenz HUC - Mensch im Mittelpunkt : Informatik-Konferenz an der Hochschule Reutlingen, 18. November 2015. - In: - Reutlingen : Hochschule Reutlingen. - 176 S. - ISBN: 978-3-00-051706-8. - DOI: https://doi.org/10.34645/opus-3055 | BibTeX | RIS URNDOI |
2014 | |
| Walzer, Thomas; Martínez Madrid, Natividad; Yay, Emre (2014): "eKlarA" - a clothing cycle assistant system supporting functionally impaired people. - In: Proceedings of the International Workshop on Mobile Networks for Biometric Data Analysis (mBiDA). - Ancona : Università Politecnica delle Marche. - S. 45-49. - ISBN: 978-88-87548-04-4. | BibTeX | RIS |
| Yay, Emre; Martínez Madrid, Natividad (2014): Considering driver stress to increase the user acceptance while generating recommendations in an energy-efficiency and safety relevant driving system. - In: Proceedings of the International Workshop on Mobile Networks for Biometric Data Analysis (mBiDA). - Ancona : Università Politecnica delle Marche. - S. 51-58. - ISBN: 978-88-87548-04-4. | BibTeX | RIS |
| (2014): Informatics Inside : Human-Centered Computing : Informatik-Konferenz an der Hochschule Reutlingen, 30. April 2014. - In: - Reutlingen : Hochschule Reutlingen. - 144 S. - ISBN: 978-3-00-045427-1. - DOI: https://doi.org/10.34645/opus-1836 | BibTeX | RIS DOIURN |
| Datko, Patrick; Martínez Madrid, Natividad; Seepold, Ralf (2014): Intelligent generation of navigation routes based on individual stress level. - In: Proceedings of the International Workshop on Mobile Networks for Biometric Data Analysis (mBiDA). - Ancona : Università Politecnica delle Marche. - S. 59-67. - ISBN: 978-88-87548-04-4. | BibTeX | RIS |
| (2014): Proceedings of the International Workshop on Mobile Networks for Biometric Data Analysis (mBiDA). - In: - Ancona : Università Politecnica delle Marche. - 283 S. - ISBN: 978-88-87548-04-4. | BibTeX | RIS |
| Yay, Emre; Martínez Madrid, Natividad; Ortega Ramírez, Juan Antonio (2014): Using an improved rule match algorithm in an expert system to detect broken driving rules for an energy-efficiency and safety relevant driving system. - In: Procedia computer science 35 (Knowledge-Based and Intelligent Information & Engineering Systems 18th Annual Conference, Gdynia, Poland, September 2014 : Proceedings). - S. 127-136. - DOI: https://doi.org/10.1016/j.procs.2014.08.092 | BibTeX | RIS DOIURN |
2013 | |
| Kolesnik, Maksim; Martínez Madrid, Natividad (2013): A collaborative standard-based mobile telemonitoring platform. - In: AITA 2013 : Workshop on Ambient Intelligence for Telemedicine and Automotive. - S. 50-55. - ISBN: 978-84-697-0147-8. - URL: http://madeirasic.us.es/aita2013/wp-content/uploads/2014/04/actas_web.pdf | BibTeX | RIS URN |
| Martínez Madrid, Natividad; Seepold, Ralf (2013): A holistic approach to the sustainable empowerment of the ageing society. - In: AITA 2013 : Workshop on ambient intelligence for telemedicine and automotive. - S. 65-70. - ISBN: 978-84-697-0147-8. - URL: http://madeirasic.us.es/aita2013/wp-content/uploads/2014/04/actas_web.pdf | BibTeX | RIS URN |
| (2013): AITA 2013 : Workshop on ambient intelligence for telemedicine and automotive. - In: - 83 S. - ISBN: 978-84-697-0147-8. - URL: http://madeirasic.us.es/aita2013/wp-content/uploads/2014/04/actas_web.pdf | BibTeX | RIS URN |
| Yay, Emre; Martínez Madrid, Natividad (2013): An adaptive driving system regarding energy-efficiency and safety. - In: AITA 2013 : Workshop on Ambient Intelligence for Telemedicine and Automotive. - S. 35-41. - ISBN: 978-84-697-0147-8. - URL: http://madeirasic.us.es/aita2013/wp-content/uploads/2014/04/actas_web.pdf | BibTeX | RIS URN |
2012 | |
| (2012): Informatics Inside : Reality++ : Tomorrow comes today! : Informatik-Konferenz an der Hochschule Reutlingen, 25. April 2012. - In: - Reutlingen : Hochschule Reutlingen. - 59 S. - ISBN: 978-3-00-037938-3. - DOI: https://doi.org/10.34645/opus-1814 | BibTeX | RIS URNDOI |
2011 | |
| (2011): Informatics Inside : Grenzen überwinden - Virtualität erweitert Realität : Informatik-Konferenz an der Hochschule Reutlingen, 11. Mai 2011. - In: - Reutlingen : Hochschule Reutlingen. - 75 S. - ISBN: 978-3-00-034591-3. - DOI: https://doi.org/10.34645/opus-100 | BibTeX | RIS URNDOI |
