Marek Czosnyka

19 papers Journal 16Unranked 3
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
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
2025 J jnl
Machine learning approach for noninvasive intracranial pressure estimation using pulsatile cranial expansion waveforms.
npj Digit. Medicine
Gustavo Frigieri, Sérgio Brasil, Danilo Cardim, Marek Czosnyka, Matheus Ferreira, Wellingson S. Paiva, Xiao Hu
2024 J jnl
Modelling midline shift and ventricle collapse in cerebral oedema following acute ischaemic stroke.
PLoS Comput. Biol.
Xi Chen, Tamás I. Józsa, Danilo Cardim, Chiara Robba, Marek Czosnyka, Stephen J. Payne
2023 J jnl
Accuracy of Intracranial Pressure Monitoring - Single Centre Observational Study and Literature Review.
Sensors
Adam I. Pelah, Agnieszka Zakrzewska, Leanne A. Calviello, Teodoro Forcht Dagi, Zofia Czosnyka, Marek Czosnyka
2021 J jnl
Causal relationship between slow waves of arterial, intracranial pressures and blood velocity in brain.
Comput. Biol. Medicine
Isabel Martinez-Tejada, Marek Czosnyka, Zofia Czosnyka, Marianne Juhler, Peter Smielewski
2021 J jnl
Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning.
IEEE J. Biomed. Health Informatics
Hack-Jin Lee, Hakseung Kim, Young-Tak Kim, Kanghee Won, Marek Czosnyka, Dong-Joo Kim
2019 J jnl
DeepClean - self-supervised artefact rejection for intensive care waveform data using generative deep learning.
CoRR
Tom Edinburgh, Peter Smielewski, Marek Czosnyka, Stephen J. Eglen, Ari Ercole
2018 J jnl
Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms.
Inf. Sci.
Yunsik Son, Seung-Bo Lee, Hakseung Kim, Eun-Suk Song, Hyub Huh, Marek Czosnyka, Dong-Joo Kim
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
2017 J jnl
A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients.
Appl. Netw. Sci.
Giovanna Maria Dimitri, Shruti Agrawal, Adam Young, Joseph Donnelly, Xiuyun Liu, Peter Smielewski, Peter Hutchinson, Marek Czosnyka, Pietro Liò, Christina Haubrich
2017 — conf
Non-Invasive Detection of Intracranial Hypertension Using Random Forests.
CinC
Federico Wadehn, Thomas Heldt, Dario Walser, Marek Czosnyka, Michal Bohdanowicz
2016 J jnl
Morphological Feature Extraction From a Continuous Intracranial Pressure Pulse via a Peak Clustering Algorithm.
IEEE Trans. Biomed. Eng.
Hack-Jin Lee, Eun-Jin Jeong, Hakseung Kim, Marek Czosnyka, Dong-Joo Kim
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
2015 J jnl
Finite element analysis for normal pressure hydrocephalus: The effects of the integration of sulci.
Medical Image Anal.
Hakseung Kim, Dae-Hyeon Park, Seong Yi, Eun-Jin Jeong, Byung C. Yoon, Marek Czosnyka, Michael P. F. Sutcliffe, Dong-Joo Kim
2007 J jnl
Assessment of cerebrospinal fluid outflow resistance.
Medical Biol. Eng. Comput.
Anders Eklund, Peter Smielewski, Iain Chambers, Noam Alperin, Jan Malm, Marek Czosnyka, Anthony Marmarou
2006 J jnl
Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation.
IEEE Trans. Biomed. Eng.
Xiao Hu, Valeriy Nenov, Thomas C. Glenn, Luzius A. Steiner, Marek Czosnyka, Marvin Bergsneider, Neil Martin
2005 J jnl
Hydrocephalus shunts and waves of intracranial pressure.
Medical Biol. Eng. Comput.
Zofia Czosnyka, Krzysztof Cieslicki, Marek Czosnyka, John D. Pickard