Media and Publications
Publications:
2026
Spectral Super-Resolution for Parkinson’s Voice via Representation-Level Methods under Mixed-Reality Acquisition
Authors: M. Dudek, J. Sikora, J. Krzywdziak, M. Żbik, W. Szecówka, M. Wodziński, M. Danioł, M. Wójcik-Pędziwiatr, D. Hemmerling
Journal: Computer Methods and Programs in Biomedicine
Year: 2026
GRU-Based Deep Multimodal Fusion of Speech and Head-IMU Signals in Mixed Reality for Parkinson’s Disease Detection
Authors: D. Hemmerling, M. Dudek, J. Krzywdziak, M. Żbik, W. Szecówka, M. Danioł, M. Wodziński, M. Rudzińska-Bar, M. Wójcik-Pędziwiatr
Journal: Sensors
Year: 2026
Multimodal Analysis of Speech-Gaze Fusion in Mixed Reality for the Detection of Neurodegenerative Disorders
Authors: M. Dudek, J. Sikora, D. Hemmerling, M. Danioł, M. Wodziński, M. Wójcik-Pędziwiatr
Conference: IEEE Conference on Virtual Reality and 3D User Interfaces (VR 2026)
Year: 2026
Multimodal Feature Fusion in Mixed Reality for Detection of Neurodegenerative Disorders
Authors: D. Hemmerling, J. Stępień, J. Krzywdziak, M. Dudek, W. Szecówka, A. Śliwa, M. Wodziński, M. Danioł, M. Igras-Cybulska, M. Wójcik-Pędziwiatr
Conference: IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW 2026)
Year: 2026
2025
Mixed-Reality System for Neurodegenerative Disorders: Design, Implementation, and User Evaluation
Authors: D. Hemmerling, P. Jemioło, M. Danioł, M. Wodziński, M. Dudek, M. Kaczmarska, K. Jasiewicz, M. Igras-Cybulska, J. Kamiński, M. Wójcik-Pędziwiatr
Journal: IEEE Pervasive Computing
Year: 2025
Analysis of Voice, Speech, and Language Biomarkers of Parkinson’s Disease Collected in a Mixed Reality Setting
Authors: M. Dudek, D. Hemmerling, M. Kaczmarska, J. Stępień, M. Danioł, M. Wodziński, M. Wójcik-Pędziwiatr
Journal: Sensors
Year: 2025
Gait Analysis in Mixed Reality for Parkinson’s Disease Assessment
Authors: D. Hemmerling, M. Kaczmarska, B. Krawczyk, M. Dudek, M. Danioł, P. Jemioło, M. Wodziński, M. Wójcik-Pędziwiatr
Journal: Biomedical Signal Processing and Control
Year: 2025
Improving AI Interpretability for Multilingual Parkinson’s Disease Classification Through Voice Analysis
Authors: D. Hemmerling, M. Zakrzewski, M. Wodziński, M. Dudek, F. Gaciarz, M. Wójcik-Pędziwiatr, J. R. Orozco-Arroyave, E. Nöth, D. Sztaho, T. Rumezhak
Conference: AAAI Bridge Program on AI for Medicine and Healthcare
Year: 2025
Synergistic Fusion of Multimodal Data for Automated and Accurate Diagnosis of Parkinson’s Disease
Authors: D. Hemmerling, M. Fröhlich, M. Kaczmarska, M. Dudek, J. Krzywdziak, K. Burza, M. Wodziński
Conference: International Conference on Smart Multimedia (ICSM 2025)
Year: 2025
Applying Multimodal Mixed Reality System for Classifying Parkinson’s Disease: Design and Evaluation of the Voice Module
Authors: J. Stępień, M. Dudek, M. Wodziński, M. Danioł, M. Igras-Cybulska, M. Wójcik-Pędziwiatr, D. Hemmerling
Conference: IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW 2025)
Year: 2025
Designing Accessible XR for Neurodegenerative Disease Patients: Insights from Parkinson’s Disease Case Study
Authors: D. Hemmerling, P. Jemioło, M. Danioł, M. Wodziński, J. Kamiński, M. Igras-Cybulska, M. Wójcik-Pędziwiatr
Conference: IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW 2025)
Year: 2025
Gait Analysis in Parkinson’s Disease with Mixed Reality
Authors: M. Wójcik-Pędziwiatr, D. Hemmerling, J. Stępień, M. Yufan, M. Kaczmarska, W. Szecówka, A. Srinivasa, M. Rudzińska-Bar
Conference: International Congress of Parkinson’s Disease and Movement Disorders (Movement Disorders)
Year: 2025
2024
Multimodal Approach for the Diagnosis of Neurodegenerative Disorders Using Augmented Reality
Authors: D. Hemmerling, P. Jemioło, M. Danioł, M. Wodziński, J. Kamiński, M. Wójcik-Pędziwiatr
Conference: IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW 2024)
Year: 2024
Eye-Tracking in Mixed Reality for Diagnosis of Neurodegenerative Diseases
Authors: M. Danioł, D. Hemmerling, J. Sikora, P. Jemioło, M. Wodziński, M. Wójcik-Pędziwiatr
Conference: IEEE Engineering in Medicine and Biology Conference (EMBC 2024)
Year: 2024
Augmented Reality Platform for Neurological Evaluations
Authors: D. Hemmerling, M. Danioł, M. Wodziński, J. Stępień, P. Jemioło, M. Kaczmarska, J. Kamiński, M. Wójcik-Pędziwiatr
Conference: INI-DH@AVI 2024
Year: 2024
Advancing Interpretability in Parkinson’s Disease Voice Analysis: A Multilingual AI Approach
Authors: M. Wójcik-Pędziwiatr, M. Zakrzewski, M. Wodziński, J. R. Orozco-Arroyave, E. Nöth, M. Rudzińska-Bar, D. Sztaho, T. Rumezhak, D. Hemmerling
Conference: International Congress of Parkinson’s Disease and Movement Disorders (Movement Disorders)
Year: 2024
Speech Processing System for Parkinson’s Disease Using Mixed Reality
Authors: M. Wójcik-Pędziwiatr, M. Dudek, W. Skibicka, M. Rudzińska-Bar, M. Danioł, P. Jemioło, J. Stępień, D. Hemmerling
Conference: International Congress of Parkinson’s Disease and Movement Disorders (Movement Disorders)
Year: 2024
2023
Vision Transformer for Parkinson’s Disease Classification Using Multilingual Sustained Vowel Recordings
Authors: D. Hemmerling, M. Wodziński, J. R. Orozco-Arroyave, D. Sztaho, M. Danioł, P. Jemioło, M. Wójcik-Pędziwiatr
Conference: IEEE Engineering in Medicine and Biology Conference (EMBC 2023)
Year: 2023
Monitoring of Parkinson’s Disease Progression Based on Speech Signal
Authors: D. Hemmerling, M. Wójcik-Pędziwiatr, P. Jaciów, B. Ziółko, M. Igras-Cybulska
Conference: International Conference on Information and Computer Technologies (ICICT 2023)
Year: 2023
Acoustic Analysis of Speech in Parkinson’s Disease with Motor Fluctuations
Authors: M. Wójcik-Pędziwiatr, D. Hemmerling, M. Rudzińska-Bar
Conference: European Academy of Neurology Congress (European Journal of Neurology)
Year: 2023
Short-Term Prediction of Disease Symptoms Severity of Parkinson’s Disease
Authors: D. Hemmerling, M. Wójcik-Pędziwiatr, M. Wodziński, M. Danioł, P. Jemioło
Conference: 15th International Conference on Advances in Quantitative Laryngology, Voice and Speech Research (AQL 2023)
Location: Phoenix, Arizona, USA
Year: 2023
Awards & Recognition
- 2026 – Małopolska Award of the Polish Academy of Sciences (PAN) – dr inż. Daria Hemmerling
Awarded for developing a multimodal digital biomarker system supporting the early diagnosis and monitoring of neurodegenerative diseases, including Parkinson’s disease. - 2024 – POLITYKA Scientific Award (Technical Sciences) – dr inż. Daria Hemmerling
Awarded for research on AI-driven voice biomarkers and multimodal digital diagnostics for neurodegenerative diseases, including Parkinson’s and Alzheimer’s disease. - 2024 – Finalist of the POLITYKA Scientific Awards – dr inż. Daria Hemmerling
Selected among the finalists of one of Poland’s most prestigious awards for young researchers. - 2023 – Scholarship of the Minister of Education and Science for Outstanding Young Scientists – dr inż. Daria Hemmerling
Awarded for outstanding scientific achievements in biomedical engineering and artificial intelligence applied to medical diagnostics.
Media & Public Outreach
- Bunkier Nauki (AGH Podcast): „Can Artificial Intelligence Detect Disease from Our Voice?” (2024)
Interview on voice biomarkers, artificial intelligence and mixed reality for the diagnosis of Parkinson’s disease and other neurodegenerative disorders. - Radio Kraków: Artificial Intelligence Can Help Diagnose Parkinson’s Disease from Voice (2023)
Interview presenting AI-based speech analysis and mixed reality technologies for early diagnosis of Parkinson’s disease.[link] - Radio Kraków: Trendy z Sieci – Acoustic Waves (2022) [link]
- Radio 357: How Does AI Learn? (2023) [link]
- NCBR – Liderki na Start: Innowacyjność jest Kobietą (2023) [link]
- Science is a Woman Conference (2023)
Invited lecture: How Does AI Understand Human Behaviour and Emotions? [link] - Science is a Woman Conference – Silesian Planetarium (2023)
Invited keynote on artificial intelligence and behaviour recognition. [link] - Horizons of the Future – Innovation Pays Off: Academia–Industry Collaboration (2023) [link]