معرفی
Daria Hemmerling, PhD, Eng., is a Lecturer at the Department of Metrology and Electronics under the Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering at AGH University of Science and Technology in Kraków. Her research focuses on the intersection of biomedical engineering, voice analysis, and artificial intelligence, particularly for neurological and cardiovascular disease diagnostics.
Research Interests:
- Applying mixed reality and AI for Parkinson’s disease assessment
- Voice/speech biomarkers for heart failure and neurodegenerative disorders
- Deep learning techniques in medical imaging (e.g., skull segmentation/reconstruction)
- Haptic feedback systems for multisensory interaction
- Simulation training in electrophysiology education
- Unsupervised learning and modality translation in biomedical signal processing
Scientific Trends: Her recent work emphasizes multimodal diagnostic systems integrating voice analysis, VR/MR visualization, and deep learning. She explores explainable AI for medical classification tasks, data augmentation strategies, and innovative haptic/gamification interfaces.
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