Publications
2022The Role of Digital Twins in Personalized Sleep Medicine (2022)
Angel Serrano Alarcon, Natividad Martínez Madrid, Ralf Seepold, Juan A. Ortega
Assistive health systems for home-dwelling elderly: connecting training and monitoring technologies to a data integration platform
Petra Friedrich, Maksym Gaiduk, Ángel Serrano Alarcón, Daniel Scherz, Natividad Martinez Madrid, Ralf Seepold, Matthias Gaßner, Dominik, Fuchs
Main requirements of end-to-end deep learning models for biomedical time series classification in healthcare environments
Angel Serrano Alarcon, Natividad Martínez Madrid, Ralf Seepold, Juan A. Ortega
A Minimum Set of Physiological Parameters to Diagnose Obstructive Sleep Apnea Syndrome Using Non-Invasive Portable Monitors. A Systematic Review (2021)
Ángel Serrano Alarcón, Ralf Seepold, Natividad Martínez Madrid
Design of a sleep apnoea detection system for a home environment (2021)
Maksym Gaiduk, Lucas Weber, Ángel Serrano Alarcón, Ralf Seepold, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Juan Antonio Ortega, Massimo Conti, Simone Orcioni, Thomas Penzel, Wilhelm Daniel Scherz, Juan José Perea, Ángel Serrano Alarcón, Gerald Weiss
A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment (2021)
Conversion from electrocardiosignals to equivalent electrical sources on heart surface (2020)
Zhikhareva, G ; Kramm, Mikhail ; Bodin, Oleg ; Seepold, Ralf ; Martínez Madrid, Natividad ; Chernikov, A ; Kupriyanova, Y ; Zhuravleva, N
Recognizing breathing rate and movement while sleeping in home environment (2020)
Gaiduk, Maksym ; Seepold, Ralf ; Martínez Madrid, Natividad ; Orcioni, Simone ; Conti, Massimo
Shkilniuk, Yurii ; Serrano Alarcón, Ángel ; Gaiduk, Maksym ; Seepold, Ralf ; Martínez Madrid, Natividad
Scherz, Wilhelm ; Seepold, Ralf ; Martínez Madrid, Natividad ; Crippa, Paolo ; Ortega, Juan
Can Virtual Reality be used as a significant stressor for studies using ECG? (2020)
Scherz, Wilhelm ; Corcoba Magaña, Victor ; Seepold, Ralf ; Martínez Madrid, Natividad ; Ortega, Juan
A portable ECG for recording and flexible development of algorithms and stress detection (2020)
Scherz, Wilhelm ; Baun, Jannik ; Seepold, Ralf ; Martínez Madrid, Natividad ; Ortega, Juan
Corcoba Magaña, Victor ; Scherz, Wilhelm ; Seepold, Ralf ; Martínez Madrid, Natividad ; García Pañeda, Xabiel ; Garcia, Roberto
Comparison of sleep characteristics measurements: a case study with a population aged 65 and above (2020)
Gaiduk, Maksym ; Seepold, Ralf ; Ortega, Juan ; Martínez Madrid, Natividad
Embedded system for non-obtrusive sleep apnea detection (2020)
Gaiduk, Maksym ; Orcioni, Simone ; Conti, Massimo ; Seepold, Ralf ; Penzel, Thomas ; Martínez Madrid, Natividad ; Ortega, Juan
Heart rate detection with accelerometric sensors under the mattress (2020)
Conti, Massimo ; Aironi, Carlo ; Orcioni, Simone ; Seepold, Ralf ; Gaiduk, Maksym ; Martínez Madrid, Natividad
Biagetti, Giorgio ; Crippa, Paolo ; Falaschetti, Laura ; Focante, Edoardo ; Martínez Madrid, Natividad ; Seepold, Ralf ; Turchetti, Claudio
Telemedicine system model to help children with autism spectrum disorders (2019)
Seepold, Ralf ; Lebedev, Georgy ; Martínez Madrid, Natividad
Home hospital e-health centers for barrier-free and cross-border telemedicine (2019)
Seepold, Ralf ; Gaiduk, Maksym ; Ortega, Juan Antonio ; Conti, Massimo ; Orcioni, Simone ; Martínez Madrid, Natividad
Artefaktkorrektur und verfeinerte Metriken für ein EEG-basiertes System zur Müdigkeitserkennung (2019)
Pasler, Paul ; Seepold, Ralf ; Martínez Madrid, Natividad
Activity monitoring and phase detection using a portable EMG/ECG system (2019)
Scherz, Wilhelm Daniel ; Seepold, Ralf ; Martínez Madrid, Natividad ; Crippa, Paolo ; Biagetti, Giorgio ; Falaschetti, Laura ; Turchetti, Claudio
Häusliche Versorgung von Kindern mit Autismus-Spektrum-Störungen (2019)
Martínez Madrid, Natividad ; Seepold, Ralf ; Lebedev, Georgy
ECG sensor for detection of driver's drowsiness (2019)
Gromer, Markus ; Salb, David ; Walzer, Thomas ; Martínez Madrid, Natividad ; Seepold, Ralf
Non-invasives System für die kontinuierliche Schlafanalyse (2019)
Gaiduk, Maksym ; Seepold, Ralf ; Martínez Madrid, Natividad ; Ortega Ramírez, Juan Antonio ; Penzel, Thomas
Recognition of sleep/wake states analyzing heart rate, breathing and movement signals (2019)
Gaiduk, Maksym ; Seepold, Ralf ; Penzel, Thomas ; Ortega Ramírez, Juan Antonio ; Glos, Martin ; Martínez Madrid, Natividad
Embedded system to recognize movement and breathing in assisted living environments (2019)
Rodríguez de Trujillo, Eva ; Seepold, Ralf ; Gaiduk, Maksym ; Martínez Madrid, Natividad ; Orcioni, Simone ; Conti, Massimo
mHealth for therapeutic adherence (2019)
Orcioni, Simone ; Pellegrini, Roberto ; Seepold, Ralf ; Gaiduk, Maksym ; Martínez Madrid, Natividad ; Conti, Massimo
Personalized health service in assistive environments and telemonitoring of sleep patterns (2019)
Seepold, Ralf ; Gaiduk, Maksym ; Martínez Madrid, Natividad
Open wearables mobile platform to support personalized medicine (2019)
Junger, Denise ; Martínez Madrid, Natividad ; Malek, Nisar ; Thies, Christian
Integrated system for individual decentralized monitoring for the personalized medicine (2019)
Junger, Denise ; Martínez Madrid, Natividad ; Malek, Nisar ; Thies, Christian
Textile Sensor Platform (TSP) - development of a textile real-time electrocardiogram (2018)
Walzer, Thomas ; Thies, Christian ; Meier, Klaus ; Martínez Madrid, Natividad
A review of health monitoring systems using sensors on bed or cushion (2018)
Orcioni, Simone ; Conti, Massimo ; Martínez Madrid, Natividad ; Gaiduk, Maksym ; Seepold, Ralf
Non-invasive sleep analysis with intelligent sensors (2018)
Gaiduk, Maksym ; Seepold, Ralf ; Orcioni, Simone ; Conti, Massimo ; Martínez Madrid, Natividad
Das Smartphone als Personal Gateway zur Vermittlung zwischen Wearables und SmartHome (2018)
Martínez Madrid, Natividad ; Walzer, Thomas
A review of health monitoring systems using sensors on bed or cushion (2018)
Conti, Massimo ; Orcioni, Simone ; Martínez Madrid, Natividad ; Gaiduk, Maksym ; Seepold, Ralf
WearIT - a rapid prototyping platform for wearables (2018)
Leber, Isabel ; Martínez Madrid, Natividad
Thematic issue on human-centred ambient intelligence: cognitive approaches, reasoning and learning (2017)
Falomir, Zoe ; Ortega Ramírez, Juan Antonio ; Martínez Madrid, Natividad ; Guesguen, Hans
A case study in smart textile design process (2017)
Walzer, Thomas ; Fischer, Susanne ; Martínez Madrid, Natividad
Guideline for the conceptual development of user interfaces for mobile medical applications (2017)
Statti, Armando ; Martínez Madrid, Natividad
Sleep phase identification based on non-invasive recordings (2017)
Klein, Agnes ; Martínez Madrid, Natividad ; Seepold, Ralf ; Gaiduk, Maksym
Classification of sleep stages: commonly used methods and main aims for the improvement (2017)
Gaiduk, Maksym ; Seepold, Ralf ; Martínez Madrid, Natividad
Yay, Emre ; Martínez Madrid, Natividad
Requirements analysis for user interfaces in mobile ehealth applications (2017)
Statti, Armando ; Martínez Madrid, Natividad
Parameter set selection and classification of sleep phases tracing biovital data (2017)
Klein, Agnes ; Penzel, Thomas ; Martínez Madrid, Natividad ; Seepold, Ralf
A sensor grid for pressure and movement detection supporting sleep phase analysis (2017)
Gaiduk, Maksym ; Kuhn, Ina ; Seepold, Ralf ; Ortega Ramírez, Juan Antonio ; Martínez Madrid, Natividad
Heart rate spectrum analysis for sleep quality detection (2017)
Scherz, Wilhelm Daniel ; Fritz, Daniel ; Velicu, Oana Ramona ; Seepold, Ralf ; Martínez Madrid, Natividad
Stress-aware generation of recommendations in a driving system to increase user acceptance (2016)
Yay, Emre ; Martínez Madrid, Natividad
A rule-based assistant system for managing the clothing cycle (2016)
Walzer, Thomas ; Yay, Emre ; Martínez Madrid, Natividad
Stress determent via QRS complex detection, analysis and pre-processing (2016)
Scherz, Wilhelm Daniel ; Ortega Ramírez, Juan Antonio ; Seepold, Ralf ; Martínez Madrid, Natividad
Stress map based information system for increasing road safety (2016)
Datko, Patrick ; Seepold, Ralf ; Martínez Madrid, Natividad
Personal recommendation system for improving sleep quality (2016)
Datko, Patrick ; Scherz, Wilhelm Daniel ; Velicu, Oana Ramona ; Seepold, Ralf ; Martínez Madrid, Natividad
Experimental sleep phases monitoring (2016)
Velicu, Oana Ramona ; Martínez Madrid, Natividad ; Seepold, Ralf
Influence of stress in driving behaviour (2016)
Yay, Emre ; Martínez Madrid, Natividad ; Ortega Ramírez, Juan Antonio
Detecting the adherence of driving rules in an energy-efficient, safe and adaptive driving system (2016)
Yay, Emre ; Martínez Madrid, Natividad ; Ortega Ramírez, Juan Antonio
Sleep stages classification using vital signals recordings (2015)
Klein, Agnes ; Velicu, Oana Ramona ; Martínez Madrid, Natividad ; Seepold, Ralf
Detection of variations in holter ECG recordings based on dynamic cluster analysis (2015)
Hermann, Matthias ; Martínez Madrid, Natividad ; Seepold, Ralf
Case management techniques capturing individual dysfunctionality (2015)
Seepold, Ralf ; Martínez Madrid, Natividad
Heart rate variability indicating stress visualized by correlations plots (2015)
Scherz, Wilhelm Daniel ; Ortega Ramírez, Juan Antonio ; Martínez Madrid, Natividad ; Seepold, Ralf
Yay, Emre ; Martínez Madrid, Natividad
"eKlarA" - a clothing cycle assistant system supporting functionally impaired people (2014)
Walzer, Thomas ; Martínez Madrid, Natividad ; Yay, Emre
Intelligent generation of navigation routes based on individual stress level (2014)
Datko, Patrick ; Martínez Madrid, Natividad ; Seepold, Ralf
An adaptive driving system regarding energy-efficiency and safety (2013)
Yay, Emre ; Martínez Madrid, Natividad
A collaborative standard-based mobile telemonitoring platform (2013)
Kolesnik, Maksim ; Martínez Madrid, Natividad
Yay, Emre ; Martínez Madrid, Natividad ; Ortega Ramírez, Juan Antonio