Výsledky vyhledávání
- 1.0579685 - ÚI 2024 RIV US eng M - Část monografie knihy
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
Grant CEP: GA MZd(CZ) NU21-08-00432
Institucionální podpora: RVO:67985807
Klíčová slova: medical informatics * information-based medicine * big data * reliability * explainability * ethics
Obor OECD: 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
Trvalý link: https://hdl.handle.net/11104/0348496 - 2.0565542 - ÚI 2024 RIV SG eng M - Část monografie knihy
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
Grant CEP: GA ČR(CZ) GA22-02067S
Institucionální podpora: RVO:67985807 ; RVO:67985556
Klíčová slova: regression * measurement error * error propagation * robustness * Bayesian estimation
Obor OECD: Statistics and probability
https://dx.doi.org/10.1007/978-981-19-1550-5_125-1
Trvalý link: https://hdl.handle.net/11104/0337067 - 3.0565535 - ÚI 2024 RIV US eng M - Část monografie knihy
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
Grant CEP: GA ČR(CZ) GA22-02067S
Institucionální podpora: RVO:67985807
Klíčová slova: Computational Intelligence * Complexity Reduction * Machine Learning * Variable Selection * Outlying Measurements * Robustness * Sparsity * Comprehensibility
Obor OECD: 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
Trvalý link: https://hdl.handle.net/11104/0337062 - 4.0565534 - ÚI 2024 RIV US eng M - Část monografie knihy
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
Grant CEP: GA MZd(CZ) NU21-08-00432
Institucionální podpora: RVO:67985807
Klíčová slova: clinical decision making * deep learning * machine learning * dimensionality reduction * big data
Obor OECD: 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
Trvalý link: https://hdl.handle.net/11104/0337060 - 5.0558148 - ÚI 2023 RIV GB eng M - Část monografie knihy
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
Grant CEP: GA MZd(CZ) NU21-08-00432
Institucionální podpora: RVO:67985807
Klíčová slova: digitalization * artificial intelligence * decision support systems * COVID-19 pandemic * informatization * targeted interventions * ethical issues
Obor OECD: 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
Trvalý link: http://hdl.handle.net/11104/0331947 - 6.0546619 - ÚI 2023 RIV US eng M - Část monografie knihy
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
Grant CEP: GA ČR(CZ) GA19-05704S; GA MZd(CZ) NU21-08-00432
Institucionální podpora: RVO:67985807
Klíčová slova: medical ethics * artificial intelligence * information-based medicine * patient safety * mental health
Obor OECD: Medical ethics
Trvalý link: http://hdl.handle.net/11104/0323063 - 7.0544179 - ÚI 2022 US eng M - Část monografie knihy
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
Institucionální podpora: RVO:67985807
Klíčová slova: big data * decision support * machine learning * supervised learning * mental health
Obor OECD: 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
Trvalý link: http://hdl.handle.net/11104/0321235 - 8.0542201 - ÚI 2022 US eng M - Část monografie knihy
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
Institucionální podpora: RVO:67985807
Klíčová slova: big data * decision support * machine learning * supervised learning * mental health
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Trvalý link: http://hdl.handle.net/11104/0319676Název souboru Staženo Velikost Komentář Verze Přístup 0542201-aobs.pdf 0 360.1 KB Obsah, volně online Jiná povolen - 9.0541273 - ÚI 2022 RIV US eng M - Část monografie knihy
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
Institucionální podpora: RVO:67985807
Klíčová slova: Decision Making * Evidence-Based Management * Decision Support System * Automation * Tacit Knowledge * Uncertainty * Information-Based Management * Big Data * Robust Data Mining
Obor OECD: Business and management
https://www.igi-global.com/book/handbook-research-entrepreneurship-innovation-sustainability/256932
Trvalý link: http://hdl.handle.net/11104/0318860 - 10.0506939 - ÚTIA 2020 CH eng M - Část monografie knihy
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 ostatní: GA ČR(CZ) GA18-01137S
Institucionální podpora: RVO:67985807 ; RVO:67985556
Klíčová slova: measurement errors * robust testing * information theory * robust optimization * two-sample test
Obor OECD: Computer hardware and architecture; Pure mathematics (UIVT-O)
http://library.utia.cas.cz/separaty/2019/SI/jureckova-0506939.pdf
Trvalý link: http://hdl.handle.net/11104/0298067