A Sensor Grid for Pressure and Movement Detection Supporting Sleep Phase Analysis. - Maksym Gaiduk; Ina Kuhn; Ralf Seepold; Juan Antonio Ortega 001; Natividad Martínez Madrid (IWBBIO (2), 2017)

Embedded System to Recognize Movement and Breathing in Assisted Living Environments. - Eva Rodríguez de Trujillo; Ralf Seepold; Maksym Gaiduk; Natividad Martínez Madrid; Simone Orcioni; Massimo Conti (ApplePies, 2018)

A Review of Health Monitoring Systems Using Sensors on Bed or Cushion. - Massimo Conti; Simone Orcioni; Natividad Martínez Madrid; Maksym Gaiduk; Ralf Seepold (IWBBIO (2), 2018)

Sensor-Mesh-Based System with Application on Sleep Study. - Maksym Gaiduk; Bruno Vunderl; Ralf Seepold; Juan Antonio Ortega 001; Thomas Penzel (IWBBIO (2), 2018)

Position recognition algorithm using a two-stage pattern classification set applied in sleep tracking. - Eva Rodríguez de Trujillo; Ralf Seepold; Maksym Gaiduk (KES, 2018)

Recognizing Breathing Rate and Movement While Sleeping in Home Environment. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Simone Orcioni; Massimo Conti (ApplePies, 2019)

Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals. - Maksym Gaiduk; Ralf Seepold; Thomas Penzel; Juan Antonio Ortega 001; Martin Glos; Natividad Martínez Madrid (EMBC, 2019)

Influence of Illuminance on Sleep Onset Latency in IoT Based Lighting System Environment. - Mislav Juric; Maksym Gaiduk; Ralf Seepold (IWBBIO (1), 2019)

Posture Tracking Using a Machine Learning Algorithm for a Home AAL Environment. - Maksim Sandybekov; Clemens Grabow; Maksym Gaiduk; Ralf Seepold (KES-IDT (2), 2019)

Home Hospital e-Health Centers for Barrier-Free and Cross-Border Telemedicine. - Ralf Seepold; Maksym Gaiduk; Juan Antonio Ortega 001; Massimo Conti; Simone Orcioni; Natividad Martínez Madrid (KES-IDT (2), 2019)

A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Juan Antonio Ortega 001; Massimo Conti; Simone Orcioni; Thomas Penzel; Wilhelm Daniel Scherz; Juan José Perea; Ángel Serrano Alarcón; Gerald Weiss (ApplePies, 2020)

Unobtrusive Accelerometer-Based Heart Rate Detection. - Yurii Shkilniuk; Maksym Gaiduk; Ralf Seepold (ApplePies, 2020)

Cardiac Abnormality Detection in 12-lead ECGs With Deep Convolutional Neural Networks Using Data Augmentation. - Lucas Weber; Maksym Gaiduk; Wilhelm Daniel Scherz; Ralf Seepold (CinC, 2020)

Heart rate detection with accelerometric sensors under the mattress. - Massimo Conti; Carlo Aironi; Simone Orcioni; Ralf Seepold; Maksym Gaiduk; Natividad Martínez Madrid (EMBC, 2020)

Embedded system for non-obtrusive sleep apnea detection*. - Maksym Gaiduk; Simone Orcioni; Massimo Conti; Ralf Seepold; Thomas Penzel; Natividad Martínez Madrid; Juan Antonio Ortega 001 (EMBC, 2020)

Service Design for Accessible Tourism. - Hans-Peter Hutter; Alireza Darvishy; Stephan Roth; Susanne Gäumann; Heidi Kaspar; Tatjana Thimm; Maksym Gaiduk; Sandra Evans; Martin Rosenberg (HCI (9), 2020)

Comparison of sleep characteristics measurements: a case study with a population aged 65 and above. - Maksym Gaiduk; Ralf Seepold; Juan Antonio Ortega 001; Natividad Martínez Madrid (KES, 2020)

Non-obtrusive system for overnight respiration and heartbeat tracking. - Maksym Gaiduk; Dennis Wehrle; Ralf Seepold; Juan Antonio Ortega 001 (KES, 2020)

Analysis of Survey Tools for Recommender Systems in the Selection of Ambient Assisted Living Technologies. - Yurii Shkilniuk; Ángel Serrano Alarcón; Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid (KES, 2020)

A deep learning approach to detect sleep stages. - Klara Stuburic; Maksym Gaiduk; Ralf Seepold (KES, 2020)

Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Thomas Penzel; Lucas Weber; Massimo Conti; Simone Orcioni; Juan Antonio Ortega 001 (ApplePies, 2021)

Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking. - Lucas Weber; Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Martin Glos; Thomas Penzel (EMBC, 2021)

Design of a sleep apnoea detection system for a home environment. - Maksym Gaiduk; Lucas Weber; Ángel Serrano Alarcón; Ralf Seepold; Natividad Martínez Madrid; Simone Orcioni; Massimo Conti (KES, 2021)

Preliminary results of homomorphic deconvolution application to surface EMG signals during walking. - Simone Orcioni; Francesco Di Nardo; Sandro Fioretti; Massimo Conti; Ralf Seepold; Maksym Gaiduk; Natividad Martínez Madrid (KES, 2021)

Evaluation of a prototype for early active patient mobilization. - Akhmadbek Asadov; Andrei Boiko; Maksym Gaiduk; Wilhelm Daniel Scherz; Ralf Seepold; Natividad Martínez Madrid (KES, 2022)

Assistive health systems for home-dwelling elderly: connecting training and monitoring technologies to a data integration platform. - Petra Friedrich; Maksym Gaiduk; Ángel Serrano Alarcón; Wilhelm Daniel Scherz; Natividad Martínez Madrid; Ralf Seepold; Matthias Gaßner; Dominik Fuchs (KES, 2022)

Initial evaluation of substituting a sleep diary by smartwatch measurement. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Simone Orcioni; Massimo Conti; Juan Antonio Ortega 001 (KES, 2022)

Heart Rate Detection Using a Non-obtrusive Ballistocardiography Signal. - Sebastian Rätzer; Maksym Gaiduk; Ralf Seepold (KES-IDT, 2022)

Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. - Maksym Gaiduk; Juan José Perea; Ralf Seepold; Natividad Martínez Madrid; Thomas Penzel; Martin Glos; Juan Antonio Ortega 001 (IEEE J. Biomed. Health Informatics, 2022)

Evaluation of a Contactless Accelerometer Sensor System for Heart Rate Monitoring During Sleep. - Andrei Boiko; Maksym Gaiduk; Natividad Martínez Madrid; Ralf Seepold (ApplePies, 2023)

A survey on pre-training requirements for deep learning models to detect obstructive sleep apnea events. - Ángel Serrano Alarcón; Maksym Gaiduk; Natividad Martínez Madrid; Ralf Seepold (KES, 2023)

Accelerometer based system for unobtrusive sleep apnea detection. - Andrei Boiko; Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid (KES, 2023)

Conception of a home-based sleep apnoea identification and monitoring system. - Maksym Gaiduk; Ángel Serrano Alarcón; Ralf Seepold; Natividad Martínez Madrid (KES, 2023)

Assessment of the replacement of a subjective measurement of sleep-relevant parameters by a measurement with a sensor under the mattress. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid (KES, 2023)

Monitoring of Cardiorespiratory Parameters during Sleep Using a Special Holder for the Accelerometer Sensor. - Andrei Boiko; Maksym Gaiduk; Wilhelm Daniel Scherz; Andrea Gentili; Massimo Conti; Simone Orcioni; Natividad Martínez Madrid; Ralf Seepold (Sensors, 2023)

Assessing the Feasibility of Replacing Subjective Questionnaire-Based Sleep Measurement with an Objective Approach Using a Smartwatch. - Maksym Gaiduk; Ralf Seepold; Natividad Martínez Madrid; Juan Antonio Ortega 001 (Sensors, 2023)

Digitalisation of subjective sleep assessment methods. - Joaquín Martín Acuña; Claudia Trancón Jiménez; Carlos Baquero Villena; Juan Antonio Ortega 001; Ralf Seepold; Maksym Gaiduk (KES, 2024)

Classification of the sleep-wake state through the development of a deep learning model. - Ángel Serrano Alarcón; Maksym Gaiduk; Natividad Martínez Madrid; Ralf Seepold; Juan Antonio Ortega 001 (KES, 2024)

Deployment of Artificial Intelligence Models for Sleep Apnea Recognition in the Sleep Laboratory. - Ángel Serrano Alarcón; Maksym Gaiduk; Natividad Martínez Madrid; Ralf Seepold; Juan Antonio Ortega 001 (KES, 2024)

AI-Based System for In-Bed Body Posture Identification Using FSR Sensor. - Akhmadbek Asadov; Maksym Gaiduk; Juan Antonio Ortega 001; Natividad Martínez Madrid; Ralf Seepold (KES, 2024)

Identification of Behavioural Driving Risks from Physiological Stress. - Wilhelm Daniel Scherz; Dennis Grewe; Maksym Gaiduk; Ralf Seepold; Juan Antonio Ortega 001 (KES, 2024)

Development of a digital CBT-I tool for user-friendly treatment and observation of insomnia patients. - Raúl Martín Starke; William Wannemacher; Mohammed Ali Rajeh; Ralf Seepold; Maksym Gaiduk (KES, 2024)

Non-invasive System for Sleep Assessment: Software Components and Information Flow. - Daniel Vélez; Maksym Gaiduk; Mostafa Haghi 001; Juan Antonio Ortega 001; Natividad Martínez Madrid; Ralf Seepold (KES, 2024)