Search results
- 1.0524330 - ÚI 2021 RIV PL eng J - Journal Article
Kalina, Jan - Matonoha, Ctirad
A Sparse Pair-preserving Centroid-based Supervised Learning Method for High-dimensional Biomedical Data or Images.
Biocybernetics and Biomedical Engineering. Roč. 40, č. 2 (2020), s. 774-786. ISSN 0208-5216. E-ISSN 0208-5216
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : supervised learning * high-dimensional data * robustness * sparsity * nonlinear optimization
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.314, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.bbe.2020.03.008
Permanent Link: http://hdl.handle.net/11104/0308691 - 2.0493802 - ÚI 2019 RIV PL eng J - Journal Article
Hynek, M. - Kalina, Jan - Zvárová, Jana - Long, J. D.
Statistical methods for constructing gestational age-related charts for fetal size and pregnancy dating using longitudinal data.
Biocybernetics and Biomedical Engineering. Roč. 38, č. 4 (2018), s. 992-1003. ISSN 0208-5216. E-ISSN 0208-5216
Institutional support: RVO:67985807
Keywords : Fetal size * Fetal reference charts * Longitudinal data * Mixed effects models * Regression quantiles * Multimodel inference
OECD category: Statistics and probability
Impact factor: 2.159, year: 2018
Permanent Link: http://hdl.handle.net/11104/0287103 - 3.0489959 - ÚI 2019 RIV PL eng J - Journal Article
Kalina, Jan
A Robust Pre-processing of BeadChip Microarray Images.
Biocybernetics and Biomedical Engineering. Roč. 38, č. 3 (2018), s. 556-563. ISSN 0208-5216. E-ISSN 0208-5216
Institutional support: RVO:67985807
Keywords : Microarray * Robust image analysis * Noise * Outlying measurements * Background effect
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.159, year: 2018
Permanent Link: http://hdl.handle.net/11104/0284252 - 4.0459513 - ÚT 2017 RIV PL eng J - Journal Article
Vampola, T. - Horáček, Jaromír - Klepáček, I.
Computer simulation of mucosal waves on vibrating human vocal folds.
Biocybernetics and Biomedical Engineering. Roč. 36, č. 3 (2016), s. 451-465. ISSN 0208-5216. E-ISSN 0208-5216
R&D Projects: GA ČR GA16-01246S; GA ČR(CZ) GAP101/12/1306
Institutional support: RVO:61388998
Keywords : biomechanics of human voice * 3D FE model of human larynx * finite element method * proper orthogonal decomposition analysis
Subject RIV: BI - Acoustics
Impact factor: 1.031, year: 2016
https://www.sciencedirect.com/science/article/pii/S0208521616300298
Permanent Link: http://hdl.handle.net/11104/0259971 - 5.0435496 - ÚI 2015 RIV PL eng J - Journal Article
Valenta, Zdeněk - Kalina, Jan
Exploiting Stein's Paradox in Analysing Sparse Data from Genome-Wide Association Studies.
Biocybernetics and Biomedical Engineering. Roč. 35, č. 1 (2015), s. 64-67. ISSN 0208-5216. E-ISSN 0208-5216
Institutional support: RVO:67985807
Keywords : Multivariate analysis * Shrinkage * Biased estimation * Risk * Squared-error loss * Bias-variance trade-off
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.808, year: 2015
Permanent Link: http://hdl.handle.net/11104/0239322 - 6.0427225 - ÚI 2015 RIV PL eng J - Journal Article
Kalina, Jan
Classification Methods for High-Dimensional Genetic Data.
Biocybernetics and Biomedical Engineering. Roč. 34, č. 1 (2014), s. 10-18. ISSN 0208-5216. E-ISSN 0208-5216
Institutional support: RVO:67985807
Keywords : multivariate statistics * classification analysis * shrinkage estimation * dimension reduction * data mining
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.646, year: 2014
Permanent Link: http://hdl.handle.net/11104/0232822 - 7.0404595 - UIVT-O 20020025 RIV PL eng J - Journal Article
Franěk, P. - Tomečková, Marie - Zvárová, Jana
Computer Support of Detecting Risk of Cardiovascular Diseases.
Biocybernetics and Biomedical Engineering. Roč. 22, č. 1 (2002), s. 61-68. ISSN 0208-5216. E-ISSN 0208-5216
R&D Projects: GA MŠMT LN00B107
Keywords : epidemiology * cardiology * neural network * discriminant analysis * logistic regression
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0124838 - 8.0404594 - UIVT-O 20020150 RIV PL eng J - Journal Article
Zvárová, Jana
Clinical Databases Originating in Electronic Patient Records.
Biocybernetics and Biomedical Engineering. Roč. 22, č. 1 (2002), s. 43-60. ISSN 0208-5216. E-ISSN 0208-5216
R&D Projects: GA MŠMT LN00B107
Keywords : medical informatics * tekemedicine * electronic health record * electronic medical guidelines * decision-support systems * cardiology
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0124837 - 9.0402940 - UIVT-O 981040 PL eng J - Journal Article
Zvárová, Jana - Peleška, Jan - Štefek, Martin - Švejda, David - Tomečková, Marie
Epidemiology and Decision Support Tools with Application in Cardiology.
Biocybernetics and Biomedical Engineering. Roč. 17, 1/2 (1997), s. 271-281. ISSN 0208-5216. E-ISSN 0208-5216.
[ICB Seminar Statistics and Clinical Practice /34./. Waršava, 24.06.1996-28.06.1996]
Grant - others:COPERNICUS(XE) 10053; IGA MZ ČR(CZ) IZ3792; IGA MZ ČR(CZ) IZ4038
Permanent Link: http://hdl.handle.net/11104/0123310 - 10.0402653 - UIVT-O 950264 PL eng J - Journal Article
Zvárová, Jana
Detecting Risk Factor of Diseases.
Biocybernetics and Biomedical Engineering. Roč. 15, 1/2 (1995), s. 203-212. ISSN 0208-5216. E-ISSN 0208-5216.
[Seminar on Statistics and Clinical Practice. Warsaw, 20.06.1994-23.06.1994]
Keywords : risk factors * genetics * association * epidemilogy * measures of association * screening * genetics
Permanent Link: http://hdl.handle.net/11104/0123039