Personal information

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Daniel Schwarz at Masaryk University
Daniel Schwarz at IBA

Other IDs

Scopus Author ID: 15726750600
ResearcherID: B-6847-2012
SciProfiles: 1266746

Keywords

image registration, machine learning, pattern recognition, linear and adaptive processing of data, technology-enhanced learning, medical education, e-learning

Biography

Daniel SCHWARZ graduated at Brno University of Technology in 2000 with MSc. degree in Electronics and Communication Technology. Then he studied for Ph.D. degree at the same university at the Department of Biomedical Engineering in Biomedical Electronics and Biocybernetics. He finished his studies with the thesis entitled Automated Morphometry of MRI Brain Images with the Use of Deformable Registration in 2005. Since then he has been working for the Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University. He focuses his research on medical image processing and pattern recognition. Innovator of ICT applications in medical education. Member of the Coordination Committee of MEFANET (MEdical FAculties NETwork). Here, he is responsible for developing the uniform e-publishing platform of the network. Organizer of the international conferences MEFANET 2007-2020. Business developer in IT applied to life sciences, co-owner of a spin-off company active in healthcare informatics.

Activities

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Employment (3)

Brno University of Technology: Brno, CZ

2017-01-01 to present (Department of Biomedical Engineering)
Employment
Source: Self-asserted source
Daniel Schwarz

Institute of Biostatistics and Analyses, Ltd.: Brno, CZ

2014-01-01 to present | CIO (IT)
Employment
Source: Self-asserted source
Daniel Schwarz

Masaryk University: Brno, CZ

2005-09-01 to present (Institute of Biostatistics and Analyses)
Employment
Source: Self-asserted source
Daniel Schwarz

Works (50 of 69)

Items per page:
Page 1 of 2

Exploring medical error taxonomies and human factors in simulation-based healthcare education

PLOS ONE
2025-01-17 | Journal article
DOI: 10.1371/journal.pone.0317128
Contributors: Tamara Skrisovska; Mukhtiar Baig; Daniel Schwarz; Martina Kosinova; Petr Stourac
Source: check_circle
Crossref

3D printing traceability in healthcare using 3Diamond software

Heliyon
2024-06 | Journal article
DOI: 10.1016/j.heliyon.2024.e32664
Contributors: Lukas Capek; Daniel Schwarz
Source: check_circle
Crossref

Medical Education Escape Room Aligned with Flipped Classroom and Powered by Mobile Augmented Reality

Electronics
2024-06 | Journal article | Author
DOI: 10.3390/electronics13122367
Contributors: Panagiotis Antoniou; Fivos Papamalis; Eleni Dafli; Ioannis Poultourtzidis; Daniel Schwarz; Luke Woodham; Sarantis Dimitriadis; Konstantinos Tagaras; Nikolaos Kyriakidis; Panagiotis David et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Identification of Laminar Composition in Cerebral Cortex Using Low-Resolution Magnetic Resonance Images and Trust Region Optimization Algorithm

Diagnostics
2021-12-23 | Journal article
DOI: 10.3390/diagnostics12010024
Contributors: Jakub Jamárik; Lubomír Vojtíšek; Vendula Churová; Tomáš Kašpárek; Daniel Schwarz
Source: check_circle
Crossref

Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study

JMIR Medical Informatics
2021-05-07 | Journal article
DOI: 10.2196/27172
Contributors: Vendula Churová; Roman Vyškovský; Kateřina Maršálová; David Kudláček; Daniel Schwarz
Source: check_circle
Crossref

Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study (Preprint)

2021-01-14 | Other
DOI: 10.2196/preprints.27172
Contributors: Vendula Churová; Roman Vyškovský; Kateřina Maršálová; David Kudláček; Daniel Schwarz
Source: check_circle
Crossref

Classification of first-episode schizophrenia using wavelet imaging features

Studies in Health Technology and Informatics
2020 | Book
DOI: 10.3233/SHTI200372
EID:

2-s2.0-85086886311
Contributors: Maršálová, K.; Schwarz, D.; Provazník, I.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Anaesthesia for minor surgery in the early postpartum period – Czech and Slovak prospective national surveys,Časná poporodní anestezie v české a slovenské republice z pohledu studie obaama-int – Prospektivní observační studie

Anesteziologie a Intenzivni Medicina
2019 | Journal article
EID:

2-s2.0-85072082722

Part of ISBN:

18054412 12142158
Contributors: Štourač, P.; Bláha, J.; Nosková, P.; Klozová, R.; Seidlová, D.; Grochová, M.; Kosinová, M.; Jarkovský, J.; Zelinková, H.; Schwarz, D. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Brain morphometry methods for feature extraction in random subspace ensemble neural network classification of first-episode schizophrenia

Neural Computation
2019 | Journal article
DOI: 10.1162/neco_a_01180
EID:

2-s2.0-85064454308

Part of ISBN:

1530888X 08997667
Contributors: Vyškovský, R.; Schwarz, D.; Kašpárek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Wavelet Imaging Features for Classification of First-Episode Schizophrenia

Advances in Intelligent Systems and Computing
2019 | Book
DOI: 10.1007/978-3-030-23762-2_25
EID:

2-s2.0-85070783652

Part of ISBN:

21945365 21945357
Contributors: Maršálová, K.; Schwarz, D.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

What can be achieved with motivation-based teaching of medical students? A monocentric retrospective audit of retention among highly motivated graduates who underwent the learning-by-doing concept in anesthesiology and intensive care medicine

Journal of Medical Internet Research
2019 | Journal article
DOI: 10.2196/10155
EID:

2-s2.0-85067287056

Part of ISBN:

14388871
Contributors: Klincova, M.; Harazim, H.; Schwarz, D.; Kosinova, M.; Smekalova, O.; Stourac, P.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Labor analgesia in Czech Republic and Slovakia: a 2015 national survey

International Journal of Obstetric Anesthesia
2018 | Journal article
DOI: 10.1016/j.ijoa.2018.04.001
EID:

2-s2.0-85047205530

Part of ISBN:

15323374 0959289X
Contributors: Bláha, J.; Štourač, P.; Grochová, M.; Klozová, R.; Richterová, S.; Nosková, P.; Seidlová, D.; Zenkner, V.; Novotný, A.; Schwarz, D. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Similarity Detection between Virtual Patients and Medical Curriculum Using R

Studies in Health Technology and Informatics
2018 | Book
DOI: 10.3233/978-1-61499-921-8-222
EID:

2-s2.0-85054780213

Part of ISBN:

18798365 09269630
Contributors: Komenda, M.; Ščavnický, J.; Růžičková, P.; Karolyi, M.; Štourač, P.; Schwarz, D.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

What Can Be Achieved With Motivation-Based Teaching of Medical Students? A Monocentric Retrospective Audit of Retention Among Highly Motivated Graduates Who Underwent the Learning-by-Doing Concept in Anesthesiology and Intensive Care Medicine (Preprint)

2018-02-16 | Other
DOI: 10.2196/preprints.10155
Contributors: Martina Klincova; Hana Harazim; Daniel Schwarz; Martina Kosinova; Olga Smekalova; Petr Stourac
Source: check_circle
Crossref

Czech registry of monoclonal gammopathies - Technical solution, data collection and visualisation

Klinicka Onkologie
2017 | Journal article
DOI: 10.14735/amko20172S43
EID:

2-s2.0-85029524776

Part of ISBN:

18025307 0862495X
Contributors: Brozova, L.; Schwarz, D.; Snabl, I.; Kalina, J.; Pavlickova, B.; Komenda, M.; Jarkovsky, J.; Nemec, P.; Horinek, D.; Stefanikova, Z. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Multi-center machine learning in imaging psychiatry: A meta-model approach

NeuroImage
2017 | Journal article
DOI: 10.1016/j.neuroimage.2017.03.027
EID:

2-s2.0-85018271733

Part of ISBN:

10959572 10538119
Contributors: Dluhoš, P.; Schwarz, D.; Cahn, W.; van Haren, N.; Kahn, R.; Španiel, F.; Horáček, J.; Kašpárek, T.; Schnack, H.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Integration of virtual patients into modernizing activities of medical education across MEFANET

IDT 2016 - Proceedings of the International Conference on Information and Digital Technologies 2016
2016 | Conference paper
DOI: 10.1109/DT.2016.7557171
EID:

2-s2.0-84988851738
Contributors: Majernik, J.; Szerdiová, L.; Schwarz, D.; Zivcak, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Joint analysis of histopathology image features and gene expression in breast cancer

BMC Bioinformatics
2016 | Journal article
DOI: 10.1186/s12859-016-1072-z
EID:

2-s2.0-84977472020

Part of ISBN:

14712105
Contributors: Popovici, V.; Budinská, E.; Čápková, L.; Schwarz, D.; Dušek, L.; Feit, J.; Jaggi, R.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Our preliminary experience with a new method of dieap flap dissection

Acta Chirurgiae Plasticae
2016 | Journal article
EID:

2-s2.0-85011318034

Part of ISBN:

00015423
Contributors: Hýža, P.; Veselý, J.; Streit, L.; Schwarz, D.; Kubek, T.; Catalano, F.; Lombardo, G.A.G.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Random subspace ensemble artificial neural networks for first-episode schizophrenia classification

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, FedCSIS 2016
2016 | Conference paper
DOI: 10.15439/2016F333
EID:

2-s2.0-85007271171
Contributors: Vyskovsky, R.; Schwarz, D.; Janousova, E.; Kasparek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Supervised, multivariate, whole-brain reduction did not help to achieve high classification performance in schizophrenia research

Frontiers in Neuroscience
2016 | Journal article
DOI: 10.3389/fnins.2016.00392
EID:

2-s2.0-84988357941

Part of ISBN:

1662453X 16624548
Contributors: Janousova, E.; Montana, G.; Kasparek, T.; Schwarz, D.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Brain image classification based on automated morphometry and penalised linear discriminant analysis with resampling

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015
2015 | Conference paper
DOI: 10.15439/2015F147
EID:

2-s2.0-84958051750
Contributors: Janousova, E.; Schwarz, D.; Montana, G.; Kasparek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Combining various types of classifiers and features extracted from magnetic resonance imaging data in schizophrenia recognition

Psychiatry Research - Neuroimaging
2015 | Journal article
DOI: 10.1016/j.pscychresns.2015.03.004
EID:

2-s2.0-84929505685

Part of ISBN:

18727506 09254927
Contributors: Janousova, E.; Schwarz, D.; Kasparek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Curriculum Mapping with Academic Analytics in Medical and Healthcare Education

PLoS ONE
2015 | Journal article
DOI: 10.1371/journal.pone.0143748
EID:

2-s2.0-84955557737

Part of ISBN:

19326203
Contributors: Komenda, M.; Víta, M.; Vaitsis, C.; Schwarz, D.; Pokorná, A.; Zary, N.; Du ek, L.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Gene expression-guided selection of histopathology image features

2015 IEEE 15th International Conference on Bioinformatics and Bioengineering, BIBE 2015
2015 | Conference paper
DOI: 10.1109/BIBE.2015.7367653
EID:

2-s2.0-84962866400
Contributors: Budinská, E.; Čápková, L.; Schwarz, D.; Dušek, L.; Jaggi, R.; Feit, J.; Popovici, V.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

OPTIMED Platform: Curriculum Harmonisation System for Medical and Healthcare Education

Studies in Health Technology and Informatics
2015 | Book
DOI: 10.3233/978-1-61499-512-8-511
EID:

2-s2.0-84937485224

Part of ISBN:

18798365 09269630
Contributors: Komenda, M.; Schwarz, D.; Vaitsis, C.; Zary, N.; Štěrba, J.; Dušek, L.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Practical use of medical terminology in curriculum mapping

Computers in Biology and Medicine
2015 | Journal article
DOI: 10.1016/j.compbiomed.2015.05.006
EID:

2-s2.0-84930684925

Part of ISBN:

18790534 00104825
Contributors: Komenda, M.; Schwarz, D.; Švancara, J.; Vaitsis, C.; Zary, N.; Dušek, L.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Use of interactive education in undergraduate teaching of acute medicine: The virtual and standardised patient, operating theatre broadcasting,Zapojení interaktivní výuky do pregraduálního studia akutní medicíny: virtuální pacient, pokročilé simulace a přenosy z operačních sálů

Anesteziologie a Intenzivni Medicina
2015 | Journal article
EID:

2-s2.0-84941918190

Part of ISBN:

12142158
Contributors: Harazim, H.; Štourač, P.; Kosinová, M.; Smékalová, O.; Štoudek, R.; Schwarz, D.; Rusňák, V.; Liška, M.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Vasospasm of the flap pedicle - Magnesium sulphate relieves vasospasm of axial flap pedicle in porcine model

Acta Chirurgiae Plasticae
2015 | Journal article
EID:

2-s2.0-84973410324

Part of ISBN:

00015423
Contributors: Hyza, P.; Streit, L.; Gopfert, E.D.V.M.; Dvorak, Z.; Stupka, I.; Schwarz, D.; Kubek, T.; Lombardo, G.A.G.; Vesely, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

A framework for curriculum management: The use of outcome-based approach in practice

CSEDU 2014 - Proceedings of the 6th International Conference on Computer Supported Education
2014 | Conference paper
EID:

2-s2.0-84902302664
Contributors: Komenda, M.; Schwarz, D.; Hřebíček, J.; Holčík, J.; Dušek, L.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Brain morphometry of MR images for automated classification of first-episode schizophrenia

Information Fusion
2014 | Journal article
DOI: 10.1016/j.inffus.2013.02.002
EID:

2-s2.0-84898016888

Part of ISBN:

15662535
Contributors: Schwarz, D.; Kasparek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Comparison of opioid and non-opioid analgesia after caesarean section under general anaesthesia: A prospective observational study,Srovnání opioidní a neopioidní analgezie po císařském řezu v celkové anestezii - prospektivní observační studie

Anesteziologie a Intenzivni Medicina
2014 | Journal article
EID:

2-s2.0-84899531959

Part of ISBN:

12142158
Contributors: Štourač, P.; Seidlová, D.; Bártíková, I.; Kuchařová, E.; Janků, P.; Křikava, I.; Huser, M.; Wágnerová, K.; Haklová, O.; Hakl, L. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Establishment and evaluation of a post caesarean acute pain service in a perinatological center: Retrospective observational study

Ceska Gynekologie
2014 | Journal article
EID:

2-s2.0-84923614419

Part of ISBN:

12107832
Contributors: Štourač, P.; Kuchařová, E.; Křikava, I.; Malý, R.; Kosinová, M.; Harazim, H.; Smékalová, O.; Bártíková, I.; Štoudek, R.; Janků, P. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Vasospasm of the flap pedicle - The new experimental model on rat

Acta Chirurgiae Plasticae
2014 | Journal article
EID:

2-s2.0-84920448466

Part of ISBN:

00015423
Contributors: Hýža, P.; Streit, L.; Schwarz, D.; Kubek, T.; Gilboe, H.E.; Veselý, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Vasospasm of the flap pedicle: The effect of 11 of the most often used vasodilating drugs. Comparative study in a rat model

Plastic and Reconstructive Surgery
2014 | Journal article
DOI: 10.1097/PRS.0000000000000570
EID:

2-s2.0-84922395278

Part of ISBN:

00321052
Contributors: Hyza, P.; Streit, L.; Schwarz, D.; Kubek, T.; Vesely, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Wavelet features for recognition of first episode of schizophrenia from MRI brain images

Radioengineering
2014 | Journal article
EID:

2-s2.0-84898832433

Part of ISBN:

12102512
Contributors: Dluhoš, P.; Schwarz, D.; Kašpárek, T.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

EPOSS & sepsis-Q: Design and description of projects focused on monitoring of treatment, morbidity and mortality of patients with severe sepsis in the Czech Republic,EPOSS & sepsis-Q: Návrh a popis řešení projektů pro sledování léčby, morbidity a mortality pacientů s těžkou sepsí v Ceské Republice

Anesteziologie a Intenzivni Medicina
2013 | Journal article
EID:

2-s2.0-84900382983

Part of ISBN:

12142158
Contributors: Schwarz, D.; Adamus, M.; Černý, V.; Dušek, L.; Maláska, J.; Matějovič, M.; Slezák, M.; Ševčík, P.; Šrámek, V.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Erratum: EPOSS & SEPSIS-Q: Návrh a popis řeš ení projektů pro sledování léčby, morbidity a mortality pacientů s těžkou sepsí v České republice (Anesteziologie a Intenzivní Medicína)

Anesteziologie a Intenzivni Medicina
2013 | Journal article
EID:

2-s2.0-84896753772

Part of ISBN:

12142158
Contributors: Schwarz, D.; Adamus, M.; Černý, V.; Dušek, L.; Maláska, J.; Matějovič, M.; Slezák, M.; Ševčík, P.; Šrámek, V.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Interactive algorithms for teaching and learning acute medicine in the Network of Medical Faculties MEFANET

Journal of Medical Internet Research
2013 | Journal article
DOI: 10.2196/jmir.2590
EID:

2-s2.0-84883356642

Part of ISBN:

14388871
Contributors: Schwarz, D.; Štourač, P.; Komenda, M.; Harazim, H.; Kosinová, M.; Gregor, J.; Hůlek, R.; Smékalová, O.; Křikava, I.; Štoudek, R. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Serious sepsis treatment in intensive care departments in the Czech Republic - EPOSS Project pilot results,Léčba těžke sepse na pracovištích intenzivní péče v Česke republice - Pilotní výsledky projektu EPOSS

Vnitrni Lekarstvi
2013 | Journal article
EID:

2-s2.0-84889607501

Part of ISBN:

0042773X 18017592
Contributors: Maláska, J.; Slezák, M.; Schwarz, D.; Jarkovský, J.; Adamus, M.; Cvachovec, K.; Černý, V.; Dostál, P.; Fořtová, M.; Havel, E. et al.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Tools for Collection, Analysis and Visualization of Data from the Stockholm Convention Global Monitoring Plan on Persistent Organic Pollutants

IFIP Advances in Information and Communication Technology
2013 | Book
DOI: 10.1007/978-3-642-41151-9_21
EID:

2-s2.0-84884614250

Part of ISBN:

18684238
Contributors: Gregor, J.; Hůlek, R.; Jarkovský, J.; Borůvková, J.; Kalina, J.; Šebková, K.; Schwarz, D.; Klánová, J.; Dušek, L.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Visual Analytics in Environmental Research: A Survey on Challenges, Methods and Available Tools

IFIP Advances in Information and Communication Technology
2013 | Book
DOI: 10.1007/978-3-642-41151-9_58
EID:

2-s2.0-84884653224

Part of ISBN:

18684238
Contributors: Komenda, M.; Schwarz, D.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Medical faculties educational network: Multidimensional quality assessment

Computer Methods and Programs in Biomedicine
2012 | Journal article
DOI:

10.1016/j.cmpb.2012.05.002
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Comparison of two methods for automatic brain morphometry analysis

Radioengineering
2011 | Journal article
EID: 2-s2.0-84857804166
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Comparison of two methods for automatic brain morphometry analysis

2011 | Journal article
Source: Self-asserted source
Daniel Schwarz

Diagnostic imaging of articular cartilage including volumetric measurements,Možnosti zobrazení artikulární chrupavky včetně volumetrických měření

Ceska Radiologie
2011 | Journal article
EID:

2-s2.0-79955676099
Contributors: Štouračová, A.; Mechl, M.; Šprláková-Puková, A.; Schwarz, D.; Burda, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects

Psychiatry Research - Neuroimaging
2011 | Journal article
DOI:

10.1016/j.pscychresns.2010.09.016
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Physical activity as a part of overweight and obesity treatment,Pohybová aktivita jako součast lečení nadváhy a obezity

Acta Universitatis Palackianae Olomucensis, Gymnica
2011 | Journal article
EID:

2-s2.0-84860339718
Contributors: Poděbradská, R.; Stejskal, P.; Schwarz, D.; Poděbradský, J.
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Evaluation of 5-year experience with e-learning techniques at charles university in prague. impact on quality of teaching and students' achievements

New Educational Review
2010 | Journal article
EID: 2-s2.0-78549254157
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier

Gene expression of the Endothelin-1 in vasospastic flap pedicle - an experimental study on a porcine model

Acta Veterinaria Brno
2010 | Journal article
DOI:

10.2754/avb201079030453
Source: Self-asserted source
Daniel Schwarz via Scopus - Elsevier
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