Maksym Gaiduk

47 papers B 25Journal 3Unranked 19
YearRankTypeTitle / Venue / Authors
2025 B conf
Applying Machine Learning to Diagnose Impulse Control Disorders in Youth: Towards a Scalable Study Design.
KES
Wilhelm Daniel Scherz, Maksym Gaiduk, Jorge Ávila-Campos, Ralf Seepold, Natividad Martínez Madrid, Paula Herrera, Julián David Echeverry
2025 B conf
Feasibility and Signal Quality Evaluation of a Sleep Apnoea Detection System Using Wearable Sensor Technology.
KES
Maksym Gaiduk, Ángel Serrano Alarcón, Natividad Martínez Madrid, Ralf Seepold
2025 B conf
Sleep-Driven Haptic Stimulation for Resilient Somatosensory Rehabilitation.
KES
Ralf Seepold, Natividad Martínez Madrid, Aaron Raymond See, Tsung-Lu Michael Lee, Maksym Gaiduk, Wilhelm Daniel Scherz, Daniel Vélez Gutiérrez
2025 B conf
Systematic Review Protocol on Mobile Physiological Monitoring Systems for Driver Fatigue Detection.
KES
Wilhelm Daniel Scherz, Ángel Serrano Alarcón, Maksym Gaiduk, Andrei Boiko, Rodion Kraft, Ann Nosseir, Natividad Martínez Madrid, Juan Antonio Ortega, Ralf Seepold
2024 B conf
AI-Based System for In-Bed Body Posture Identification Using FSR Sensor.
KES
Akhmadbek Asadov, Maksym Gaiduk, Juan Antonio Ortega, Natividad Martínez Madrid, Ralf Seepold
2024 B conf
Classification of the sleep-wake state through the development of a deep learning model.
KES
Ángel Serrano Alarcón, Maksym Gaiduk, Natividad Martínez Madrid, Ralf Seepold, Juan Antonio Ortega
2024 B conf
Deployment of Artificial Intelligence Models for Sleep Apnea Recognition in the Sleep Laboratory.
KES
Ángel Serrano Alarcón, Maksym Gaiduk, Natividad Martínez Madrid, Ralf Seepold, Juan Antonio Ortega
2024 B conf
Development of a digital CBT-I tool for user-friendly treatment and observation of insomnia patients.
KES
Raúl Martín Starke, William Wannemacher, Mohammed Ali Rajeh, Ralf Seepold, Maksym Gaiduk
2024 B conf
Digitalisation of subjective sleep assessment methods.
KES
Joaquín Martín Acuña, Claudia Trancón Jiménez, Carlos Baquero Villena, Juan Antonio Ortega, Ralf Seepold, Maksym Gaiduk
2024 B conf
Identification of Behavioural Driving Risks from Physiological Stress.
KES
Wilhelm Daniel Scherz, Dennis Grewe, Maksym Gaiduk, Ralf Seepold, Juan Antonio Ortega
2024 B conf
Non-invasive System for Sleep Assessment: Software Components and Information Flow.
KES
Daniel Vélez, Maksym Gaiduk, Mostafa Haghi, Juan Antonio Ortega, Natividad Martínez Madrid, Ralf Seepold
2023 B conf
A survey on pre-training requirements for deep learning models to detect obstructive sleep apnea events.
KES
Ángel Serrano Alarcón, Maksym Gaiduk, Natividad Martínez Madrid, Ralf Seepold
2023 B conf
Accelerometer based system for unobtrusive sleep apnea detection.
KES
Andrei Boiko, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid
2023 J jnl
Assessing the Feasibility of Replacing Subjective Questionnaire-Based Sleep Measurement with an Objective Approach Using a Smartwatch.
Sensors
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Juan Antonio Ortega
2023 B conf
Assessment of the replacement of a subjective measurement of sleep-relevant parameters by a measurement with a sensor under the mattress.
KES
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid
2023 B conf
Conception of a home-based sleep apnoea identification and monitoring system.
KES
Maksym Gaiduk, Ángel Serrano Alarcón, Ralf Seepold, Natividad Martínez Madrid
2023 — conf
Evaluation of a Contactless Accelerometer Sensor System for Heart Rate Monitoring During Sleep.
ApplePies
Andrei Boiko, Maksym Gaiduk, Natividad Martínez Madrid, Ralf Seepold
2023 J jnl
Monitoring of Cardiorespiratory Parameters during Sleep Using a Special Holder for the Accelerometer Sensor.
Sensors
Andrei Boiko, Maksym Gaiduk, Wilhelm Daniel Scherz, Andrea Gentili, Massimo Conti, Simone Orcioni, Natividad Martínez Madrid, Ralf Seepold
2022 B conf
Assistive health systems for home-dwelling elderly: connecting training and monitoring technologies to a data integration platform.
KES
Petra Friedrich, Maksym Gaiduk, Ángel Serrano Alarcón, Wilhelm Daniel Scherz, Natividad Martínez Madrid, Ralf Seepold, Matthias Gaßner, Dominik Fuchs
2022 J jnl
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals.
IEEE J. Biomed. Health Informatics
Maksym Gaiduk, Juan José Perea, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Martin Glos, Juan Antonio Ortega
2022 B conf
Evaluation of a prototype for early active patient mobilization.
KES
Akhmadbek Asadov, Andrei Boiko, Maksym Gaiduk, Wilhelm Daniel Scherz, Ralf Seepold, Natividad Martínez Madrid
2022 — conf
Heart Rate Detection Using a Non-obtrusive Ballistocardiography Signal.
KES-IDT
Sebastian Rätzer, Maksym Gaiduk, Ralf Seepold
2022 B conf
Initial evaluation of substituting a sleep diary by smartwatch measurement.
KES
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti, Juan Antonio Ortega
2021 B conf
Design of a sleep apnoea detection system for a home environment.
KES
Maksym Gaiduk, Lucas Weber, Ángel Serrano Alarcón, Ralf Seepold, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti
2021 — conf
Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking.
EMBC
Lucas Weber, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Martin Glos, Thomas Penzel
2021 — conf
Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States.
ApplePies
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Lucas Weber, Massimo Conti, Simone Orcioni, Juan Antonio Ortega
2021 B conf
Preliminary results of homomorphic deconvolution application to surface EMG signals during walking.
KES
Simone Orcioni, Francesco Di Nardo, Sandro Fioretti, Massimo Conti, Ralf Seepold, Maksym Gaiduk, Natividad Martínez Madrid
2020 — conf
A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment.
ApplePies
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
2020 B conf
A deep learning approach to detect sleep stages.
KES
Klara Stuburic, Maksym Gaiduk, Ralf Seepold
2020 B conf
Analysis of Survey Tools for Recommender Systems in the Selection of Ambient Assisted Living Technologies.
KES
Yurii Shkilniuk, Ángel Serrano Alarcón, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid
2020 — conf
Cardiac Abnormality Detection in 12-lead ECGs With Deep Convolutional Neural Networks Using Data Augmentation.
CinC
Lucas Weber, Maksym Gaiduk, Wilhelm Daniel Scherz, Ralf Seepold
2020 B conf
Comparison of sleep characteristics measurements: a case study with a population aged 65 and above.
KES
Maksym Gaiduk, Ralf Seepold, Juan Antonio Ortega, Natividad Martínez Madrid
2020 — conf
Embedded system for non-obtrusive sleep apnea detection
EMBC
Maksym Gaiduk, Simone Orcioni, Massimo Conti, Ralf Seepold, Thomas Penzel, Natividad Martínez Madrid, Juan Antonio Ortega
2020 — conf
Heart rate detection with accelerometric sensors under the mattress.
EMBC
Massimo Conti, Carlo Aironi, Simone Orcioni, Ralf Seepold, Maksym Gaiduk, Natividad Martínez Madrid
2020 B conf
Non-obtrusive system for overnight respiration and heartbeat tracking.
KES
Maksym Gaiduk, Dennis Wehrle, Ralf Seepold, Juan Antonio Ortega
2020 — conf
Service Design for Accessible Tourism.
HCI (9)
Hans-Peter Hutter, Alireza Darvishy, Stephan Roth, Susanne Gäumann, Heidi Kaspar, Tatjana Thimm, Maksym Gaiduk, Sandra Evans, Martin Rosenberg
2020 — conf
Unobtrusive Accelerometer-Based Heart Rate Detection.
ApplePies
Yurii Shkilniuk, Maksym Gaiduk, Ralf Seepold
2019 — conf
Home Hospital e-Health Centers for Barrier-Free and Cross-Border Telemedicine.
KES-IDT (2)
Ralf Seepold, Maksym Gaiduk, Juan Antonio Ortega, Massimo Conti, Simone Orcioni, Natividad Martínez Madrid
2019 — conf
Influence of Illuminance on Sleep Onset Latency in IoT Based Lighting System Environment.
IWBBIO (1)
Mislav Juric, Maksym Gaiduk, Ralf Seepold
2019 — conf
Posture Tracking Using a Machine Learning Algorithm for a Home AAL Environment.
KES-IDT (2)
Maksim Sandybekov, Clemens Grabow, Maksym Gaiduk, Ralf Seepold
2019 — conf
Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals.
EMBC
Maksym Gaiduk, Ralf Seepold, Thomas Penzel, Juan Antonio Ortega, Martin Glos, Natividad Martínez Madrid
2019 — conf
Recognizing Breathing Rate and Movement While Sleeping in Home Environment.
ApplePies
Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti
2018 — conf
A Review of Health Monitoring Systems Using Sensors on Bed or Cushion.
IWBBIO (2)
Massimo Conti, Simone Orcioni, Natividad Martínez Madrid, Maksym Gaiduk, Ralf Seepold
2018 — conf
Embedded System to Recognize Movement and Breathing in Assisted Living Environments.
ApplePies
Eva Rodríguez de Trujillo, Ralf Seepold, Maksym Gaiduk, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti
2018 B conf
Position recognition algorithm using a two-stage pattern classification set applied in sleep tracking.
KES
Eva Rodríguez de Trujillo, Ralf Seepold, Maksym Gaiduk
2018 — conf
Sensor-Mesh-Based System with Application on Sleep Study.
IWBBIO (2)
Maksym Gaiduk, Bruno Vunderl, Ralf Seepold, Juan Antonio Ortega, Thomas Penzel
2017 — conf
A Sensor Grid for Pressure and Movement Detection Supporting Sleep Phase Analysis.
IWBBIO (2)
Maksym Gaiduk, Ina Kuhn, Ralf Seepold, Juan Antonio Ortega, Natividad Martínez Madrid