The Role of Digital Twins in Personalized Sleep Medicine (2022)

Angel Serrano Alarcon, Natividad Martínez Madrid, Ralf Seepold, Juan A. Ortega

10.1007/978-3-031-16855-0_8

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

10.1016/j.procs.2022.09.359

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

10.1016/j.procs.2022.09.532

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

10.3390/life11111249

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

10.1016/j.procs.2021.09.095

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)

10.1007/978-3-030-66729-0_35

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

Analysis of survey tools for recommender systems in the selection of ambient assisted living technologies (2020)

Shkilniuk, Yurii ; Serrano Alarcón, Ángel ; Gaiduk, Maksym ; Seepold, Ralf ; Martínez Madrid, Natividad

RR interval analysis for the distinction between stress, physical activity and no activity using a portable ECG (2020)

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

The effects of the driver’s mental state and passenger compartment conditions on driving performance and driving stress (2020)

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

Machine learning and data fusion techniques applied to physical activity classification using photoplethysmographic and accelerometric signals (2020)

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

Creating recommendations in an energy-efficient and safety relevant driving system while considering driver stress and driver reaction (2017)

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

Considering driver stress to increase the user acceptance while generating recommendations in an energy-efficiency and safety relevant driving system (2014)

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

Using an improved rule match algorithm in an expert system to detect broken driving rules for an energy-efficiency and safety relevant driving system (2014)

Yay, Emre ; Martínez Madrid, Natividad ; Ortega Ramírez, Juan Antonio