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- 1.0579685 - ÚI 2024 RIV US eng M - Monography Chapter
Kalina, Jan
Appropriate artificial intelligence algorithms will ultimately contribute to health equity.
Artificial intelligence, Big data, blockchain and 5G for the digital transformation of the healthcare industry. Cambridge: Academic Press / Elsevier, 2023 - (Ordonez de Pablos, P.; Zhang, X.), s. 153-172. ISBN 9780443215988
R&D Projects: GA MZd(CZ) NU21-08-00432
Institutional support: RVO:67985807
Keywords : medical informatics * information-based medicine * big data * reliability * explainability * ethics
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://shop.elsevier.com/books/artificial-intelligence-big-data-blockchain-and-5g-for-the-digital-transformation-of-the-healthcare-industry/de-pablos/978-0-443-21598-8
Permanent Link: https://hdl.handle.net/11104/0348496 - 2.0565542 - ÚI 2024 RIV SG eng M - Monography Chapter
Kalina, Jan - Vidnerová, Petra - Soukup, Lubomír
Modern Approaches to Statistical Estimation of Measurements in the Location Model and Regression.
Handbook of Metrology and Applications. Singapore: Springer, 2022 - (Aswal, D.; Yadav, S.; Takatsuji, T.; Rachakonda, P.; Kumar, H.), s. 1-22. ISBN 978-981-19-1550-5
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : regression * measurement error * error propagation * robustness * Bayesian estimation
OECD category: Statistics and probability
https://dx.doi.org/10.1007/978-981-19-1550-5_125-1
Permanent Link: https://hdl.handle.net/11104/0337067 - 3.0565535 - ÚI 2024 RIV US eng M - Monography Chapter
Kalina, Jan
Robust Dimensionality Reduction: A Resistant Search for the Relevant Information in Complex Data.
Convergence of Big Data Technologies and Computational Intelligent Techniques. Hershey: IGI Global, 2023 - (Gupta, G.), s. 186-210. ISBN 9781668452646
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Computational Intelligence * Complexity Reduction * Machine Learning * Variable Selection * Outlying Measurements * Robustness * Sparsity * Comprehensibility
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.4018/978-1-6684-5092-5.ch004
Permanent Link: https://hdl.handle.net/11104/0337062 - 4.0565534 - ÚI 2024 RIV US eng M - Monography Chapter
Kalina, Jan
On Analyzing Complex Data Within Clinical Decision Support Systems.
Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems. Hershey: IGI Global, 2023 - (Connoly, T.; Papadopoulos, P.; Soflano, M.), s. 84-104. ISBN 9781668450925
R&D Projects: GA MZd(CZ) NU21-08-00432
Institutional support: RVO:67985807
Keywords : clinical decision making * deep learning * machine learning * dimensionality reduction * big data
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.4018/978-1-6684-5092-5.ch004
Permanent Link: https://hdl.handle.net/11104/0337060 - 5.0558148 - ÚI 2023 RIV GB eng M - Monography Chapter
Kalina, Jan
Pandemic-Driven Innovations Contribute to the Development of Information-Based Medicine.
Digital Innovation for Healthcare in COVID-19: Pandemic Strategies and Solutions. London: Elsevier, 2022 - (Ordóñez de Pablos, P.; Tai Chui, K.; Lytras, M.), s. 245-262. ISBN 978-0-12-821318-6
R&D Projects: GA MZd(CZ) NU21-08-00432
Institutional support: RVO:67985807
Keywords : digitalization * artificial intelligence * decision support systems * COVID-19 pandemic * informatization * targeted interventions * ethical issues
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://dx.doi.org/10.1016/B978-0-12-821318-6.00019-0
Permanent Link: http://hdl.handle.net/11104/0331947 - 6.0546619 - ÚI 2023 RIV US eng M - Monography Chapter
Kalina, Jan - Tobišková, Nicole
Ethical Aspects of Information-Based Medicine (With a Focus on Mental Health).
Ethical Implications of Reshaping Healthcare With Emerging Technologies. Hershey: IGI Global, 2022 - (Musiolik, T.), s. 42-70. ISBN 978-1-7998-7888-9
R&D Projects: GA ČR(CZ) GA19-05704S; GA MZd(CZ) NU21-08-00432
Institutional support: RVO:67985807
Keywords : medical ethics * artificial intelligence * information-based medicine * patient safety * mental health
OECD category: Medical ethics
Permanent Link: http://hdl.handle.net/11104/0323063 - 7.0544179 - ÚI 2022 US eng M - Monography Chapter
Kalina, Jan
Mental Health Clinical Decision Support Exploiting Big Data.
Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering. Hershey: IGI Global, 2021 - (Khosrow-Pour, M.), s. 983-1000. ISBN 978-1-7998-9023-2
Institutional support: RVO:67985807
Keywords : big data * decision support * machine learning * supervised learning * mental health
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://www.igi-global.com/chapter/mental-health-clinical-decision-support-exploiting-big-data/282627
Permanent Link: http://hdl.handle.net/11104/0321235 - 8.0542201 - ÚI 2022 US eng M - Monography Chapter
Kalina, Jan
Mental Health Clinical Decision Support Exploiting Big Data.
Research Anthology on Mental Health Stigma, Education, and Treatment. Hershey: IGI Global, 2021 - (Khosrow-Pour, M.), s. 341-359. ISBN 9781799885443
Institutional support: RVO:67985807
Keywords : big data * decision support * machine learning * supervised learning * mental health
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0319676File Download Size Commentary Version Access 0542201-aobs.pdf 0 360.1 KB Obsah, volně online Other open-access - 9.0541273 - ÚI 2022 RIV US eng M - Monography Chapter
Kalina, Jan
Managerial Decision Support in the Post-COVID-19 Era: Towards Information-Based Management.
Handbook of Research on Entrepreneurship, Innovation, Sustainability, and ICTs in the Post-COVID-19 Era. Hershey: IGI Global, 2021 - (Carvalho, L.; Reis, L.; Silveira, C.), s. 225-241. ISBN 9781799867760
Institutional support: RVO:67985807
Keywords : Decision Making * Evidence-Based Management * Decision Support System * Automation * Tacit Knowledge * Uncertainty * Information-Based Management * Big Data * Robust Data Mining
OECD category: Business and management
https://www.igi-global.com/book/handbook-research-entrepreneurship-innovation-sustainability/256932
Permanent Link: http://hdl.handle.net/11104/0318860 - 10.0506939 - ÚTIA 2020 CH eng M - Monography Chapter
Broniatowski, M. - Jurečková, Jana - Kalina, Jan
Likelihood Ratio Testing under Measurement Errors.
New Developments in Statistical Information Theory Based on Entropy and Divergence Measures. Basel: MDPI, 2019 - (Pardo, L.), s. 117-125. ISBN 978-3-03897-936-4
Grant - others:GA ČR(CZ) GA18-01137S
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : measurement errors * robust testing * information theory * robust optimization * two-sample test
OECD category: Computer hardware and architecture; Pure mathematics (UIVT-O)
http://library.utia.cas.cz/separaty/2019/SI/jureckova-0506939.pdf
Permanent Link: http://hdl.handle.net/11104/0298067