Morphological analysis of intracranial pressure and arterial blood pressure pulse waveforms using deep learning
2022/45/N/ST7/01980
Keywords
Descriptors
- ST7_007: Przetwarzanie sygnałów
- ST6_011: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
Panel
ST7 – Systems and communication engineering: electronics, communication, optoelectronics
Host institution
Politechnika Wrocławska
Voivodeship: dolnośląskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
PRELUDIUM 21 – announced on 2022-03-28
- Amount awarded
- 65 392 PLN
- Project start date
- 2023-06-01
- Project end date
- 2025-05-31
- Project duration
- 24 months (the same as in the proposal)
- Project status
- Project settled
Project description
Download the project description in a pdf file
Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
Publication in academic press/journals (3)
-
Impact of age and mean intracranial pressure on the morphology of intracranial pressure waveform and its association with mortality in traumatic brain injury
- Authors:
- Magdalena Kasprowicz, Cyprian Mataczyński, Agnieszka Uryga, Adam I. Pelah, Eric Schmidt, Marek Czosnyka, Agnieszka Kazimierska, CENTER-TBI high-resolution sub-study participants and investigators
- Academic press:
- Critical Care (year: 2025, volume: 29, pages: 78), Publisher: BMC
- Status:
- Published
- DOI:
- 10.1186/s13054-025-05295-w – link to the publication
-
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review
- Authors:
- Agnieszka Kazimierska, Romain Manet, Alexandra Vallet, Eric Schmidt, Zofia Czosnyka, Marek Czosnyka, Magdalena Kasprowicz
- Academic press:
- Physiological Measurement (year: 2023, volume: 44, pages: 10TR01), Publisher: IOP
- Status:
- Published
- DOI:
- 10.1088/1361-6579/ad0020 – link to the publication
-
Interpretable model committee for monitoring and early prediction of intracranial pressure crises
- Authors:
- Cyprian Mataczyński, Agnieszka Kazimierska, Erta Beqiri, Marek Czosnyka, Peter Smielewski, Magdalena Kasprowicz, CENTER-TBI high-resolution sub-study participants and investigators
- Academic press:
- Expert Systems With Applications (year: 2024, volume: 265, pages: 126001), Publisher: Elsevier
- Status:
- Published
- DOI:
- 10.1016/j.eswa.2024.126001 – link to the publication