Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Development of brain compliance monitoring methods by means of intracranial pressure pulse waveform analysis in traumatic brain injury

2019/35/B/ST7/00500

Keywords:

brain compliance intracranial pressure deep learning

Descriptors:

  • ST7_7: Signal processing
  • ST7_11: Electronic, optoelectronic and photonic components and systems for applications (e.g. in biomedical engineering)
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Wrocławska

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Magdalena Adriana Kasprowicz 

Number of co-investigators in the project: 7

Call: OPUS 18 - announced on 2019-09-16

Amount awarded: 1 361 280 PLN

Project start date (Y-m-d): 2020-10-01

Project end date (Y-m-d): 2024-03-31

Project duration:: 42 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 (18)
  • Articles in post-conference publications (10)
  • Book publications / chapters in book publications (3)
  1. Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity
    Authors:
    Arkadiusz Ziółkowski, Agata Pudełko, Agnieszka Kazimierska, Marek Czosnyka, Zofia Czosnyka, Magdalena Kasprowicz
    Academic press:
    Physiological Measurement (rok: 2021, tom: 42(12), strony: 125004), Wydawca: Institute of Physics and Engineering in Medicine by IOP Publishing Ltd
    Status:
    Published
    DOI:
    10.1088/1361-6579/ac38bf - link to the publication
  2. End-to-end automatic morphological classification of intracranial pressure pulse waveforms using deep learning
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Academic press:
    IEEE Journal of Biomedical and Health Informatics (rok: 2022, tom: 26(2), strony: 494-504), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JBHI.2021.3088629 - link to the publication
  3. 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 (rok: 2023, tom: 44, strony: 10TR01), Wydawca: Institute of Physics and Engineering in Medicine by IOP Publishing Ltd
    Status:
    Published
    DOI:
    10.1088/1361-6579/ad0020 - link to the publication
  4. Peak Appearance Time in Pulse Waveforms of Intracranial Pressure and Cerebral Blood Flow Velocity
    Authors:
    Arkadiusz Ziółkowski, Agata Pudełko, Agnieszka Kazimierska, Agnieszka Uryga, Zofia Czosnyka, Magdalena Kasprowicz, Marek Czosnyka
    Academic press:
    Frontiers in Physiology (rok: 2023, tom: 13, strony: 2670), Wydawca: Frontiers Media S.A.
    Status:
    Published
    DOI:
    10.3389/fphys.2022.1077966 - link to the publication
  5. Intracranial pulse pressure waveform analysis using the higher harmonics centroid
    Authors:
    Agnieszka P. Zakrzewska, Michał M. Placek, Marek Czosnyka, Magdalena Kasprowicz, Erhard W. Lang
    Academic press:
    Acta Neurochirurgica (rok: 2021, tom: 163, strony: 3249–3258), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1007/s00701-021-04958-1 - link to the publication
  6. Intracranial pulse pressure waveform analysis using the higher harmonics centroid
    Authors:
    Agnieszka P. Zakrzewska, Michał M. Placek, Marek Czosnyka, Magdalena Kasprowicz, Erhard W. Lang
    Academic press:
    Acta Neurochirurgica (rok: 2021, tom: 163, strony: 3249–3258), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1007/s00701-021-04958-1 - link to the publication
  7. Intracranial pulse pressure waveform analysis using the higher harmonics centroid
    Authors:
    Agnieszka P. Zakrzewska, Michał M. Placek, Marek Czosnyka, Magdalena Kasprowicz, Erhard W. Lang
    Academic press:
    Acta Neurochirurgica (rok: 2021, tom: 163, strony: 3249–3258), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1007/s00701-021-04958-1 - link to the publication
  8. Relationship Between the Shape of Intracranial Pressure Pulse Waveform and Computed Tomography Characteristics in Patients After Traumatic Brain Injury
    Authors:
    Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczyński, Marek Czosnyka, Erhard W. Lang, Magdalena Kasprowicz & CENTER-TBI high-resolution sub-study participants and investigators
    Academic press:
    Critical Care (rok: 2023, tom: 27, strony: 447), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1186/s13054-023-04731-z - link to the publication
  9. Analysis of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients: a CENTER-TBI Study
    Authors:
    Agnieszka Uryga, Arkadiusz Ziółkowski, Agnieszka Kazimierska, Agata Pudełko, Cyprian Mataczyński, Erhard W. Lang, Marek Czosnyka, Magdalena Kasprowicz, CENTER-TBI High-resolution substudy participants and investigators
    Academic press:
    Journal of Neurosurgery (rok: 2023, tom: 139, strony: 201-211), Wydawca: The Journal of Neurosurgery Publishing Group (JNSPG)
    Status:
    Published
    DOI:
    10.JNS221523 - link to the publication
  10. Brain Blood Flow Pulse Analysis May Help to Recognize Individuals Who Suffer from Hydrocephalus
    Authors:
    Arkadiusz Ziółkowski, Magdalena Kasprowicz, Marek Czosnyka, Zofia Czosnyka
    Academic press:
    Acta Neurochirurgica (rok: 2023, tom: 165, strony: 4045–4054), Wydawca: Springer Link
    Status:
    Published
    DOI:
    10.1007/s00701-023-05839-5 - link to the publication
  11. End-to-end automatic morphological classification of intracranial pressure pulse waveforms using deep learning
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Academic press:
    IEEE Journal of Biomedical and Health Informatics (rok: 2022, tom: 26(2), strony: 494-504), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JBHI.2021.3088629 - link to the publication
  12. End-to-end automatic morphological classification of intracranial pressure pulse waveforms using deep learning
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Academic press:
    IEEE Journal of Biomedical and Health Informatics (rok: 2022, tom: 26(2), strony: 494-504), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JBHI.2021.3088629 - link to the publication
  13. Peak Appearance Time in Pulse Waveforms of Intracranial Pressure and Cerebral Blood Flow Velocity
    Authors:
    Arkadiusz Ziółkowski, Agata Pudełko, Agnieszka Kazimierska, Agnieszka Uryga, Zofia Czosnyka, Magdalena Kasprowicz, Marek Czosnyka
    Academic press:
    Frontiers in Physiology (rok: 2023, tom: 13, strony: 2670), Wydawca: Frontiers Media S.A.
    Status:
    Published
    DOI:
    10.3389/fphys.2022.1077966 - link to the publication
  14. Applying video motion magnification to reveal spontaneous tympanic membrane displacement as an indirect measure of intracranial pressure in patients with brain pathologies
    Authors:
    Agnieszka Uryga, Agnieszka Kazimierska, Mateusz Popek, Barbara Dragan, Małgorzata Burzyńska, Marcin Masalski, Magdalena Kasprowicz
    Academic press:
    Acta Neurochirurgica (rok: 2023, tom: 165, strony: 2227–2235), Wydawca: Springer Link
    Status:
    Published
    DOI:
    10.1007/s00701-023-05681-9 - link to the publication
  15. Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity during infusion test
    Authors:
    Arkadiusz Ziółkowski, Agata Pudełko, Agnieszka Kazimierska, Marek Czosnyka, Zofia Czosnyka, Magdalena Kasprowicz
    Academic press:
    Physiological Measurement (rok: 2021, tom: 42(12), strony: 125004), Wydawca: Institute of Physics and Engineering in Medicine by IOP Publishing Ltd
    Status:
    Published
    DOI:
    10.1088/1361-6579/ac38bf - link to the publication
  16. Monitoring and early prediction of intracranial pressure crises using explainable learning paradigms
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Erta Beqiri, Marek Czosnyka, Peter Śmielewski, Magdalena Kasprowicz
    Academic press:
    Expert Systems With Applications (rok: 2024, tom: bd, strony: bd), Wydawca: Elsevier
    Status:
    Submitted
  17. Analysis of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients: a CENTER-TBI Study
    Authors:
    Agnieszka Uryga, Arkadiusz Ziółkowski, Agnieszka Kazimierska, Agata Pudełko, Cyprian Mataczyński, Erhard W. Lang, Marek Czosnyka, Magdalena Kasprowicz, CENTER-TBI High-resolution substudy participants and investigators
    Academic press:
    Journal of Neurosurgery (rok: 2023, tom: Published before print, strony: 45668), Wydawca: The Journal of Neurosurgery Publishing Group (JNSPG)
    Status:
    Published
    DOI:
    10.JNS221523 - link to the publication
  18. Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity during infusion test
    Authors:
    Arkadiusz Ziółkowski, Agata Pudełko, Agnieszka Kazimierska, Marek Czosnyka, Zofia Czosnyka, Magdalena Kasprowicz
    Academic press:
    Physiological Measurement (rok: 2021, tom: 42(12), strony: 125004), Wydawca: Institute of Physics and Engineering in Medicine by IOP Publishing Ltd
    Status:
    Published
    DOI:
    10.1088/1361-6579/ac38bf - link to the publication
  1. Analysis of the relationship between intracranial pressure pulse waveform and outcome in traumatic brain injury
    Authors:
    Agnieszka Kazimierska, Cyprian Mataczyński, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    Innovations and Developments of Technologies in Medicine, Biology and Healthcare (rok: 2021, tom: IEEE EMBS ISC, strony: 52-57), Wydawca: Springer, Cham
    Data:
    konferencja 11-12 grudnia 2020
    Status:
    Published
    DOI:
    10.1007/978-3-030-88976-0_7 - link to the publication
  2. Intracranial Pressure Pulse Morphology-based Definition of Life-threatening Intracranial Hypertension Episodes
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Agnieszka Uryga, Magdalena Kasprowicz, CENTER-TBI High-resolution substudy participants and investigators
    Conference:
    44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (rok: 2022, tom: EMBC2022, strony: 1742-1746), Wydawca: IEEE
    Data:
    konferencja 11-15 lipca 2022
    Status:
    Published
    DOI:
    10.1109/EMBC48229.2022.9871403 - link to the publication
  3. Quantitative Analysis of Similarity Between Cerebral Arterial Blood Volume and Intracranial Pressure Pulse Waveforms during Intracranial Pressure Plateau Waves
    Authors:
    Arkadiusz Ziółkowski, Magdalena Kasprowicz, Agnieszka Kazimierska, Marek Czosnyka
    Conference:
    Brain and Spine (rok: 2024, tom: The 18th International Symposium on Intracranial Pressure and Brain Monitoring, strony: 102832), Wydawca: Elsevier
    Data:
    konferencja 14-18 listopada 2022
    Status:
    Published
    DOI:
    10.1016/j.bas.2024.102832 - link to the publication
  4. Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients
    Authors:
    Agnieszka Kazimierska, Agnieszka M. Uryga, Cyprian Mataczyński, Małgorzata Burzyńska, Arkadiusz Ziółkowski, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (rok: 2021, tom: EMBC2021, strony: 546-549), Wydawca: IEEE
    Data:
    konferencja 1-5 listopada 2021
    Status:
    Published
    DOI:
    10.1109/EMBC46164.2021.9630516 - link to the publication
  5. Analysis of the relationship between intracranial pressure pulse waveform and outcome in traumatic brain injury
    Authors:
    Agnieszka Kazimierska, Cyprian Mataczyński, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    Innovations and Developments of Technologies in Medicine, Biology and Healthcare (rok: 2021, tom: IEEE EMBS ISC, strony: 52-57), Wydawca: Springer, Cham
    Data:
    konferencja 11-12 grudnia 2020
    Status:
    Published
    DOI:
    10.1007/978-3-030-88976-0_7 - link to the publication
  6. Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients
    Authors:
    Agnieszka Kazimierska, Agnieszka M. Uryga, Cyprian Mataczyński, Małgorzata Burzyńska, Arkadiusz Ziółkowski, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (rok: 2021, tom: EMBC2021, strony: 546-549), Wydawca: IEEE
    Data:
    konferencja 1-5 listopada 2021
    Status:
    Published
    DOI:
    10.1109/EMBC46164.2021.9630516 - link to the publication
  7. Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients
    Authors:
    Agnieszka Kazimierska, Agnieszka M. Uryga, Cyprian Mataczyński, Małgorzata Burzyńska, Arkadiusz Ziółkowski, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (rok: 2021, tom: EMBC2021, strony: 546-549), Wydawca: IEEE
    Data:
    konferencja 1-5 listopada 2021
    Status:
    Published
    DOI:
    10.1109/EMBC46164.2021.9630516 - link to the publication
  8. Analysis of the relationship between intracranial pressure pulse waveform and outcome in traumatic brain injury
    Authors:
    Agnieszka Kazimierska, Cyprian Mataczyński, Agnieszka M. Uryga, Małgorzata Burzyńska, Andrzej Rusiecki, Magdalena Kasprowicz
    Conference:
    Innovations and Developments of Technologies in Medicine, Biology and Healthcare (rok: 2021, tom: IEEE EMBS ISC, strony: 52-57), Wydawca: Springer, Cham
    Data:
    konferencja 11-12 grudnia 2020
    Status:
    Published
    DOI:
    10.1007/978-3-030-88976-0_7 - link to the publication
  9. Advanced neuromonitoring powered by ICM+ and its place in the Brand New AI World, reflections at the 20th anniversary boundary
    Authors:
    Peter Smielewski, Erta Beqiri, Cyprian Mataczynski, Michał Placek, Agnieszka Kazimierska, Peter J Hutchinson, Marek Czosnyka, Magdalena Kasprowicz
    Conference:
    Brain and Spine (rok: 2024, tom: The 18th International Symposium on Intracranial Pressure and Brain Monitoring, strony: 102835), Wydawca: Elsevier
    Data:
    konferencja 14-18 listopada 2022
    Status:
    Accepted for publication
    DOI:
    10.1016/j.bas.2024.102835 - link to the publication
  10. Intracranial Pressure Pulse Morphology-based Definition of Life-threatening Intracranial Hypertension Episodes
    Authors:
    Cyprian Mataczyński, Agnieszka Kazimierska, Agnieszka Uryga, Magdalena Kasprowicz, CENTER-TBI High-resolution substudy participants and investigators
    Conference:
    44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (rok: 2022, tom: EMBC2022, strony: 1742-1746), Wydawca: IEEE
    Data:
    konferencja 11-15 lipca 2022
    Status:
    Published
    DOI:
    10.1109/EMBC48229.2022.9871403 - link to the publication
  1. Analiza zmian podatności mózgowej u pacjentów po urazie czaszkowo-mózgowym podczas umiarkowanej hipokapni
    Authors:
    Arkadiusz Ziółkowski, Agnieszka Kazimierska, Marek Czosnyka, Magdalena Kasprowicz
    Book:
    Zdrowie człowieka - profilaktyka, rozpoznawanie i leczenie chorób (rok: 2021, tom: bd, strony: 234-258), Wydawca: TYGIEL
    Status:
    Published
  2. Analiza zmian podatności mózgowej u pacjentów po urazie czaszkowo-mózgowym podczas umiarkowanej hipokapni
    Authors:
    Arkadiusz Ziółkowski, Agnieszka Kazimierska, Marek Czosnyka, Magdalena Kasprowicz
    Book:
    Zdrowie człowieka - profilaktyka, rozpoznawanie i leczenie chorób (rok: 2021, ), Wydawca: TYGIEL
    Status:
    Published
    DOI:
    link to the publication
  3. Analiza zmian podatności mózgowej u pacjentów po urazie czaszkowo-mózgowym podczas umiarkowanej hipokapni
    Authors:
    Arkadiusz Ziółkowski, Agnieszka Kazimierska, Marek Czosnyka, Magdalena Kasprowicz
    Book:
    Zdrowie człowieka - profilaktyka, rozpoznawanie i leczenie chorób (rok: 2021, ), Wydawca: TYGIEL
    Status:
    Published
    DOI:
    link to the publication

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