Hydrocephalus shunts and waves of intracranial pressure. - Zofia Czosnyka; Krzysztof Cieslicki; Marek Czosnyka; John D. Pickard (Medical Biol. Eng. Comput., 2005)

Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation. - Xiao Hu 002; Valeriy Nenov; Thomas C. Glenn; Luzius A. Steiner; Marek Czosnyka; Marvin Bergsneider; Neil Martin (IEEE Trans. Biomed. Eng., 2006)

Assessment of cerebrospinal fluid outflow resistance. - Anders Eklund 001; Peter Smielewski; Iain Chambers; Noam Alperin; Jan Malm; Marek Czosnyka; Anthony Marmarou (Medical Biol. Eng. Comput., 2007)

Complexity of cerebral blood flow velocity and arterial blood pressure in subarachnoid hemorrhage using time-frequency analysis. - Michal M. Placek; Pawel Wachel; Marek Czosnyka; Martin Soehle; Peter Smielewski; Magdalena Kasprowicz (EMBC, 2015)

Finite element analysis for normal pressure hydrocephalus: The effects of the integration of sulci. - Hakseung Kim; Dae-Hyeon Park; Seong Yi; Eun-Jin Jeong; Byung C. Yoon; Marek Czosnyka; Michael P. F. Sutcliffe; Dong-Joo Kim (Medical Image Anal., 2015)

Morphological Feature Extraction From a Continuous Intracranial Pressure Pulse via a Peak Clustering Algorithm. - Hack-Jin Lee; Eun-Jin Jeong; Hakseung Kim; Marek Czosnyka; Dong-Joo Kim (IEEE Trans. Biomed. Eng., 2016)

Non-Invasive Detection of Intracranial Hypertension Using Random Forests. - Federico Wadehn; Thomas Heldt; Dario Walser; Marek Czosnyka; Michal Bohdanowicz (CinC, 2017)

A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients. - Giovanna Maria Dimitri; Shruti Agrawal; Adam Young; Joseph Donnelly; Xiuyun Liu; Peter Smielewski; Peter Hutchinson; Marek Czosnyka; Pietro Liò; Christina Haubrich (Appl. Netw. Sci., 2017)

Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms. - Yunsik Son 001; Seung-Bo Lee; Hakseung Kim; Eun-Suk Song; Hyub Huh; Marek Czosnyka; Dong-Joo Kim (Inf. Sci., 2018)

Critical Closing Pressure During Controlled Increase in Intracranial Pressure - Comparison of Three Methods. - Katarzyna Kaczmarska; Magdalena Kasprowicz; Agnieszka Uryga; Leanne Calviello; Georgios Varsos; Zofia Czosnyka; Marek Czosnyka (IEEE Trans. Biomed. Eng., 2018)

DeepClean - self-supervised artefact rejection for intensive care waveform data using generative deep learning. - Tom Edinburgh; Peter Smielewski; Marek Czosnyka; Stephen J. Eglen; Ari Ercole (CoRR, 2019)

Causal relationship between slow waves of arterial, intracranial pressures and blood velocity in brain. - Isabel Martinez-Tejada; Marek Czosnyka; Zofia Czosnyka; Marianne Juhler; Peter Smielewski (Comput. Biol. Medicine, 2021)

Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning. - Hack-Jin Lee; Hakseung Kim; Young-Tak Kim; Kanghee Won; Marek Czosnyka; Dong-Joo Kim (IEEE J. Biomed. Health Informatics, 2021)

Accuracy of Intracranial Pressure Monitoring - Single Centre Observational Study and Literature Review. - Adam I. Pelah; Agnieszka Zakrzewska; Leanne A. Calviello; Teodoro Forcht Dagi; Zofia Czosnyka; Marek Czosnyka (Sensors, 2023)

Modelling midline shift and ventricle collapse in cerebral oedema following acute ischaemic stroke. - Xi Chen 085; Tamás I. Józsa; Danilo Cardim; Chiara Robba; Marek Czosnyka; Stephen J. Payne (PLoS Comput. Biol., 2024)

Interpretable model committee for monitoring and early prediction of intracranial pressure crises. - Cyprian Mataczynski; Agnieszka Kazimierska; Erta Beqiri; Marek Czosnyka; Peter Smielewski; Magdalena Kasprowicz (Expert Syst. Appl., 2025)

Machine learning approach for noninvasive intracranial pressure estimation using pulsatile cranial expansion waveforms. - Gustavo Frigieri; Sérgio Brasil; Danilo Cardim; Marek Czosnyka; Matheus Ferreira; Wellingson S. Paiva; Xiao Hu (npj Digit. Medicine, 2025)

Identifying the temporal distribution structure in multivariate data for time-series segmentation based on two-sample test. - Justyna Witulska; Marta Hendler; Magdalena Kasprowicz; Marek Czosnyka; Ireneusz Jablonski; Agnieszka Wylomanska (Inf. Fusion, 2026)