Eduard Bakstein - Faculty of Electrical Engineering, Czech Technical University

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Bio

Eduard Bakstein currently works at National Institute of Mental Health and the Czech Technical University in Prague. He focuses mainly on applications of machine learning and data science methods on biomedical data. His current projects include relapse prediction in schizophrenia and bipolar disorder, and outcome prediction in schizophrenia. Other projects include automatic analysis and atlas fitting to microelectrode recordings in Parkinson's disease patients

Research Interests

Papers共 50 篇Author StatisticsCo-AuthorSimilar Experts

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118. Feasibility and Accuracy of the Asert Digital Questionnaire in Mood Tracking for a Research Study on Bipolar Disorder: A 6-Month Update

Isaac Lynch,Gail Harmata, John Barsotti,Jess Fiedorowicz,Aislinn Williams, Cari Linkenmeyer, Sarah Smith, Spencer Smith,Jenny Gringer Richards, Jeffrey Long, Soňa Sikorová,Eduard Bakstein,John Wemmie, Vincent Magnotta

Biological Psychiatryno. 9 (2025): S144

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Longitudinal Assessment of Ventricular Volume Trajectories in Early-Stage Schizophrenia: Evidence of Both Enlargement and Shrinkage

Patrik Svancer,Vaclav Capek,Antonin Skoch,Miloslav Kopecek,Kristyna Vochoskova,Marketa Fialova,Petra Furstova,Lea Jakob,Eduard Bakstein,Marian Kolenic,Jaroslav Hlinka,Pavel Knytl,Filip Spaniel

BMC Psychiatry（2024）

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The Gaze of Schizophrenia Patients Captured by Bottom-up Saliency

Petr Adámek,Dominika Grygarová,Lucia Jajcay,Eduard Bakštein,Petra Fürstová,Veronika Juríčková,Juraj Jonáš,Veronika Langová, Iryna Neskoroďana,Ladislav Kesner,Jiří Horáček

SCHIZOPHRENIAno. 1 (2024)

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Actigraphy-based Identification of Clinical Episodes in Bipolar Disorder Using Multivariate Methods

Carmen-Anna Konicarova,Jakub Schneider,Filip Spaniel,Eduard Bakstein

BIPOLAR DISORDERS (2024): 56-56

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Defining Outcomes in Validation of Digital Therapeutics for Bipolar Disorder: Illustrated Using Results from a DtX Cohort Study

Eduard Bakstein,Jakub Schneider, Sona Nevicka Sikorova,Katerina Urbanova,Filip Spaniel

BIPOLAR DISORDERS (2024): 145-145

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Time is the Enemy: Negative Symptoms Are Related to Even Slight Differences in the Duration of Untreated Psychosis

Andrea Slovakova, Jan Kudelkaa,Antonin Skocha,Lea Jakob,Marketa Fialova,Petra Furstova,Eduard Bakstein,Lucie Bankovska Motlova,Pavel Knytl,Filip Spaniel

COMPREHENSIVE PSYCHIATRY（2024）

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State-specific Patterns of Sleep-Variability in Bipolar Disorder

Marian Kolenic,Jakub Schneider, Sona Nevicka-Sikorova,Katerina Urbanova,Filip Spaniel,Eduard Bakstein

BIPOLAR DISORDERS (2024): 76-76

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Predicting Bipolar Disorder Relapses with Self-Assessment Questionnaires and Actigraphy

Jakub Schneider,Eduard Bakstein,Katerina Urbanova,Filip Spaniel

BIPOLAR DISORDERS (2024): 74-74

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Statistical Segmentation Model for Accurate Electrode Positioning in Parkinson’s Deep Brain Stimulation Based on Clinical Low-Resolution Image Data and Electrophysiology

Igor Varga,Eduard Bakstein,Greydon Gilmore,Jaromir May,Daniel Novak

PLoS ONEno. 3 (2024): e0298320-e0298320

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Principal Component Analysis As an Efficient Method for Capturing Multivariate Brain Signatures of Complex Disorders-Enigma Study in People with Bipolar Disorders and Obesity

Sean R. McWhinney,Jaroslav Hlinka,Eduard Bakstein,Lorielle M. F. Dietze, Emily L. V. Corkum,Christoph Abe,Martin Alda,Nina Alexander,Francesco Benedetti,Michael Berk,Erlend Boen,Linda M. Bonnekoh,Birgitte Boye,Katharina Brosch,Erick J. Canales-Rodriguez,Dara M. Cannon,Udo Dannlowski,Caroline Demro,Ana Diaz-Zuluaga,Torbjorn Elvsashagen,Lisa T. Eyler,Lydia Fortea,Janice M. Fullerton,Janik Goltermann,Ian H. Gotlib,Dominik Grotegerd,Bartholomeus Haarman,Tim Hahn,Fleur M. Howells,Hamidreza Jamalabadi,Andreas Jansen,Tilo Kircher,Anna Luisa Klahn,Rayus Kuplicki, Elijah Lahud,Mikael Landen,Elisabeth J. Leehr,Carlos Lopez-Jaramillo,Scott Mackey,Ulrik Malt,Fiona Martyn,Elena Mazza,Colm McDonald,Genevieve McPhilemy,Sandra Meier,Susanne Meinert,Elisa Melloni,Philip B. Mitchell,Leila Nabulsi,Igor Nenadic,Robert Nitsch,Nils Opel,Roel A. Ophoff,Maria Ortuno,Bronwyn J. Overs,Julian Pineda-Zapata,Edith Pomarol-Clotet,Joaquim Radua,Jonathan Repple,Gloria Roberts,Elena Rodriguez-Cano,Matthew D. Sacchet,Raymond Salvador,Jonathan Savitz,Freda Scheffler,Peter R. Schofield, Navid Schuermeyer,Chen Shen,Kang Sim,Scott R. Sponheim,Dan J. Stein,Frederike Stein,Benjamin Straube,Chao Suo,Henk Temmingh,Lea Teutenberg,Florian Thomas-Odenthal,Sophia I. Thomopoulos,Snezana Urosevic,Paula Usemann,Neeltje E. M. van Haren,Cristian Vargas,Eduard Vieta,Enric Vilajosana,Annabel Vreeker,Nils R. Winter,Lakshmi N. Yatham,Paul M. Thompson,Ole A. Andreassen,Christopher R. K. Ching,Tomas Hajek

Human Brain Mapping（2024）

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