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Image analysis, Multivariate statistics, Medical image analysis, Artificial intelligence, Psychophsiology, Neuropsychology, Machine learning, Deep learning, Multi-voxel pattern analysis, Functional magnetic resonance imaging
Poland

Biography

After receiving a university degree and working a few years on my PhD dissertation, I went into practical applications of scientific results. The objective knowledge should always have a grasp on the reality, and to serve an utilitarian purpose. There are areas of science, where objectivity is not a required ingredient of a valid scientific endeavour (e.g., philosophy, art, or theology), but wherever experimental methods are utilized (which I personally am found of), there the only way to find out if the results of the experiments brought us closer to understanding of the studied phenomena, is to try to use the obtained knowledge in practice. That is what I am now doing professionally – I participate in research projects aimed at creating and developing models, based on experimental methods, that should have applications in various domains of life, for instance: in medicine, psychophysiology, education, or art.

Activities

Employment (3)

Poznan Supercomputing and Networking Center: Poznan, PL

2022-01-01 to present | Postdoctoral Scientist (Network Services Department)
Employment
Source: Self-asserted source
Mikołaj Buchwald

Cedars-Sinai Medical Center: Los Angeles, California, US

2023-10-02 to 2024-09-30 | Visiting Postdoctoral Scientist (Division for Artificial Intelligence in Medicine, Department of Medicine)
Employment
Source: Self-asserted source
Mikołaj Buchwald

Poznan Supercomputing and Networking Center: Poznan, PL

2018-06-01 to 2021-12-31 | Researcher | Computer System Analyst (Network Services Department)
Employment
Source: Self-asserted source
Mikołaj Buchwald

Education and qualifications (2)

Adam Mickiewicz University in Poznań: Poznań, Greater Poland Voivodeship, PL

2017-10-01 to 2021-11-15 | PhD (Department of Psychology and Cognitive Science)
Education
Source: Self-asserted source
Mikołaj Buchwald

Adam Mickiewicz University in Poznań: Poznań, Greater Poland Voivodeship, PL

2012-10-01 to 2017-06-30 | MSc in Cognitive Science (Institute of Psychology)
Education
Source: Self-asserted source
Mikołaj Buchwald

Professional activities (1)

European Laryngological Society: Brussels, BE

2023-06-21 to present | Associate Member
Membership
Source: Self-asserted source
Mikołaj Buchwald

Works (15)

AI for Multistructure Incidental Findings and Mortality Prediction at Chest CT in Lung Cancer Screening

Radiology
2024-09-01 | Journal article
Contributors: Anna M. Marcinkiewicz; Mikolaj Buchwald; Aakash Shanbhag; Bryan P. Bednarski; Aditya Killekar; Robert J.H. Miller; Valerie Builoff; Mark Lemley; Daniel S. Berman; Damini Dey et al.
Source: check_circle
Crossref

Psychophysiology of positive and negative emotions, dataset of 1157 cases and 8 biosignals

Scientific Data
2022 | Journal article
EID:

2-s2.0-85123260091

Part of ISSN: 20524463
Contributors: Behnke, M.; Buchwald, M.; Bykowski, A.; Kupiński, S.; Kaczmarek, L.D.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Action goals and the praxis network: an fMRI study

Brain Structure and Function
2022-09 | Journal article
Contributors: Bartosz Michalowski; Mikolaj Buchwald; Michal Klichowski; Maciej Ras; Gregory Kroliczak
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Endoluminal larynx anatomy model - towards facilitating deep learning and defining standards for medical images evaluation with artificial intelligence algorithms.

Otolaryngologia polska = The Polish otolaryngology
2022-08 | Journal article
Contributors: Nogal P; Buchwald M; Staśkiewicz M; Kupiński S; Pukacki J; Mazurek C; Jackowska J; Wierzbicka M
Source: Self-asserted source
Mikołaj Buchwald via Europe PubMed Central
grade
Preferred source (of 4)‎

Complex tools and motor-to-mechanical transformations

Scientific Reports
2022-05-16 | Journal article
Contributors: M. Ras; M. Wyrwa; J. Stachowiak; M. Buchwald; A. M. Nowik; G. Kroliczak
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Atypical Organization of Praxis and Language: A Look Back

Roczniki Psychologiczne
2022-02-12 | Journal article
Contributors: Grzegorz Króliczak; Mikołaj Buchwald; Michał Klichowski; Agnieszka M. Nowik; Brian J. Piper
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Analysis of eeg signals for non-technical and non-medical students

International Journal of Instruction
2021 | Journal article
EID:

2-s2.0-85103638983

Part of ISSN: 13081470 1694609X
Contributors: Buchwald, M.; Czyz, A.; Jukiewicz, M.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Application of a Comprehensive and Extendable Package of Personalizable Digital Services in Supporting Healthy Ageing

2021 | Book chapter
Contributors: Marcin Adamski; Maciej Bogdański; Mikołaj Buchwald; Ludo Cuypers; Kinga Ćwiklińska; Michał Kosiedowski; Marcin Wieczorek; Sergiusz Zieliński
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Manual praxis and language-production networks, and their links to handedness

Cortex
2021-07 | Journal article
Contributors: Gregory Kroliczak; Mikolaj Buchwald; Pawel Kleka; Michal Klichowski; Weronika Potok; Agnieszka M. Nowik; Jennifer Randerath; Brian J. Piper
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Praxis and language organization in left-handers

Acta Neuropsychologica
2020 | Journal article
EID:

2-s2.0-85088888804

Part of ISSN: 17307503
Contributors: Króliczak, G.; Piper, B.J.; Potok, W.; Buchwald, M.; Kleka, P.; Przybylski, Ł.; Styrkowiec, P.P.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Electrodermal activity as a measure of cognitive load: A methodological approach

Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA
2019 | Conference paper
EID:

2-s2.0-85077730772

Part of ISSN: 23260319 23260262
Contributors: Buchwald, M.; Kupinski, S.; Bykowski, A.; Marcinkowska, J.; Ratajczyk, D.; Jukiewicz, M.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Optimizing SSVEP-based brain-computer interface with CCA and Genetic Algorithms

Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA
2019 | Conference paper
EID:

2-s2.0-85077746917

Part of ISSN: 23260319 23260262
Contributors: Jukiewicz, M.; Buchwald, M.; Czyz, A.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Finding optimal frequency and spatial filters accompanying blind signal separation of EEG data for SSVEP-based BCI

International Journal of Electronics and Telecommunications
2018 | Journal article
EID:

2-s2.0-85056746439

Part of ISSN: 23001933 20818491
Contributors: Jukiewicz, M.; Buchwald, M.; Cysewska-Sobusiak, A.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Decoding Brain States for Planning Functional Grasps of Tools: A Functional Magnetic Resonance Imaging Multivoxel Pattern Analysis Study

Journal of the International Neuropsychological Society
2018-11 | Journal article
Part of ISSN: 1355-6177
Part of ISSN: 1469-7661
Source: Self-asserted source
Mikołaj Buchwald
grade
Preferred source (of 4)‎

Project and evaluation EMG/EOG Human-Computer interface,Projekt i ewaluacja interfejsu człowiek komputer wykorzystującego EMG/EOG

Przeglad Elektrotechniczny
2017 | Journal article
EID:

2-s2.0-85022061599

Part of ISSN: 00332097
Contributors: Buchwald, M.; Jukiewicz, M.
Source: Self-asserted source
Mikołaj Buchwald via Scopus - Elsevier
grade
Preferred source (of 3)‎

Peer review (2 reviews for 2 publications/grants)

Review activity for Medical & biological engineering & computing. (1)
Review activity for Sensors. (1)