Workgroup on the analysis of biomedical data

Head of the department

Ing. Eduard Bakštein, Ph.D.

Our workgroup aims at development of advanced methods for processing and analysis of biomedical signals as well as high-dimensional datasets, machine learning, biostatistics, as well as development of devices for telemedical patient monitoring.

Research topics and projects:

  • Research of methods for relapse prediction in bipolar affective disorder and schizophrenia, based on objective measurements, as well as subjective self-assessment questionnaires.
  • Development of methods for actigraphy analysis, especially: sleep-wake identification, sleep detection and sleep phase detection
  • Development of devices for telemedical patient monitoring in their home environment
  • Analysis of large-scale sleep datasets to identify population variability and patterns in motion activity and sleep.
  • Methods for advanced processing of other biomedical signals: microelectrode EEG, frequency and concentration spectra and periodograms and other.

Apart from our own projects we supply methodological and data-analysis support to other projects in our research programme.

Team members

Schneider, Jakub, Ing. Boráros, Peter, Ing.
Anýž, Jiří, Ing. Lukeš, Jan, Ing.

Webpages to visit

AD centrum ITAREPS
RP1 Experimental Neurobiology RP2 Social Psychiatry RP3 Applied Neurosciences and Brain Imaging RP4 Epidemiological and Clinical Research in Addictions RP5 Sleep Medicine and Chronobiology RP6 Brain Electrophysiology RP7 Diagnostics and Treatment of Mental Disorders Center for Transfer Technologies and Applied Research of NIMH AD Centrum Publications Research Projects Pharmaceutical Industry-Sponsored Research Ethics Commission Postgraduate Students Conferences & Seminars Awards International Course 2015
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