Magdalena Kasprowicz

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identifying the temporal distribution structure in multivariate data for time-series segmentation based on two-sample test.
Inf. Fusion
Justyna Witulska, Marta Hendler, Magdalena Kasprowicz, Marek Czosnyka, Ireneusz Jablonski, Agnieszka Wylomanska
2026 J jnl
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach.
CoRR
Anni Zhao, Ayca Ermis, Jeffrey Robert Vitt, Sérgio Brasil, Wellingson S. Paiva, Magdalena Kasprowicz, Malgorzata Burzynska, Robert Hamilton, Runze Yan, Ofer Sadan, J. Claude Hemphill, Lieven Vandenberghe, Xiao Hu
2025 — conf
Framework for Unveiling Change Points in Multivariate Signals with Non-Gaussian Patterns.
EUSIPCO
Justyna Witulska, Marta Hendler, Magdalena Kasprowicz, Marek Czosnyka, Agnieszka Wyomannska, Ireneusz Jabonski
2025 J jnl
Interpretable model committee for monitoring and early prediction of intracranial pressure crises.
Expert Syst. Appl.
Cyprian Mataczynski, Agnieszka Kazimierska, Erta Beqiri, Marek Czosnyka, Peter Smielewski, Magdalena Kasprowicz
2022 J jnl
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning.
IEEE J. Biomed. Health Informatics
Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Malgorzata Burzynska, Andrzej Rusiecki, Magdalena Kasprowicz
2022 — conf
Intracranial Pressure Pulse Morphology-based Definition of Life-threatening Intracranial Hypertension Episodes.
EMBC
Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Magdalena Kasprowicz
2021 — conf
Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients.
EMBC
Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz
2019 J jnl
Assessment of Baroreflex Sensitivity Using Time-Frequency Analysis during Postural Change and Hypercapnia.
Comput. Math. Methods Medicine
Agnieszka Kazimierska, Michal M. Placek, Agnieszka Uryga, Pawel Wachel, Malgorzata Burzynska, Magdalena Kasprowicz
2018 J jnl
Critical Closing Pressure During Controlled Increase in Intracranial Pressure - Comparison of Three Methods.
IEEE Trans. Biomed. Eng.
Katarzyna Kaczmarska, Magdalena Kasprowicz, Agnieszka Uryga, Leanne Calviello, Georgios Varsos, Zofia Czosnyka, Marek Czosnyka
2015 — conf
Complexity of cerebral blood flow velocity and arterial blood pressure in subarachnoid hemorrhage using time-frequency analysis.
EMBC
Michal M. Placek, Pawel Wachel, Marek Czosnyka, Martin Soehle, Peter Smielewski, Magdalena Kasprowicz
2010 J jnl
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression.
IEEE Trans. Inf. Technol. Biomed.
Peng Xu, Magdalena Kasprowicz, Marvin Bergsneider, Xiao Hu