Tantárgy adatlapja
The main purpose of this course is to further examine the different fetal monitoring techniques, especially dig into the details of phonocardiographic solutions and possibilities -- noise sources, filtering.
Discussed topics this semester include:
- Advanced fetal monitoring techniques
- Deeper examination of noise-sources in the case of phonocardiographic signals
- Non-adaptive filtering techniques present in the literature
- Adaptive filtering techniques present in the literature
- Time-domain methods
- Spectral-domain methods
- Hybrid methods
- Data science point of view revisited
Selected list of literature:
Danilo Pani, Chiara Rabotti, Maria Gabriella Signorini, Laura Burattini - Innovative Technologies and Signal Processing in Perinatal Medicine, 2021 Leif Sörnmo and Pablo Laguna - Bioelectrical Signal Processing in Cardiac and Neurological Applications, 2005 Kovács, Ferenc, et al. "Fetal phonocardiography—past and future possibilities." Computer methods and programs in biomedicine 104.1 (2011): 19-25. Kovács, Ferenc, M. Torok, and István Habermajer. "A rule-based phonocardiographic method for long-term fetal heart rate monitoring." IEEE Transactions on biomedical engineering 47.1 (2000): 124-130. Kovacs, Ferenc, et al. "Extended noninvasive fetal monitoring by detailed analysis of data measured with phonocardiography." IEEE Tran sactions on Biomedical Engineering 58.1 (2010): 64-70. Ruffo, Mariano. "Foetal heart rate recording: analysis and comparison of different methodologies." (2011).
