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)

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)

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)

Main requirements of end-to-end deep learning models for biomedical time series classification in healthcare environments. - Ángel Serrano Alarcón; Natividad Martínez Madrid; Ralf Seepold; Juan Antonio Ortega-Ramírez (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)

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)

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

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)