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Standardization of diagnostic and therapeutic ultrasound and the pitfalls of standardization

also be achieved by changing and continuing to change. I pray that everything goes smoothly as people embark on their new journeys. I would like to talk a little bit about standardization of diagnostic ... diagnostic ultrasound. The standardization of diagnostic and therapeutic ultrasound is a topic that has been discussed at length to date. In the case of computed tomography (CT), for example, CT models with

Anomaly detection in Skin Model Shapes using machine learning classifiers

multimodal distributions. Using those surface characteristics as key traits, machine learning classifiers can be used to classify deviations into systematic and random variations. To illustrate the method ... of transition of manufacturing towards mass customization [1] and mass personalization [2], there is a need to inspect each manufactured product, preferably through automated online inspection systems

An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance

We aimed to gain a better understanding of how standardization of laboratory data can impact predictive model performance in multi-site datasets. We hypothesized that standardizing local laboratory ... : Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence. San Francisco, CA: 1993 . 1022–9. 28 Hall MA. Correlation-Based Feature Selection for Machine Learning

Internationalization: Towards New Horizons

) is truly an expression of a program's movement towards internationalization. The valorization of international publication is equal to 40% of the total weight of the other international actions ... varied and are overwhelmingly present in the Brazilian programs (n = 49). It was verified that the evaluation valorizes production in international publications, often to the detriment of the various

Towards a sustainable future with education?

oriented towards the individuals’ formability and creativity. In the context of ESD this would mean to support and enable learners’ self-efficacy with regards to the societal future. Subjectification-based ... human being: towards the hidden centre of authentic education. In: Jickling B, Sterling S (eds) Post-sustainability and environmental education. Palgrave Macmillan, Cham, pp 79–91CrossRefGoogle Scholar

Attitudes of Secondary School STEM Teachers towards Supervising Research and Design Activities

Research and design activities are important focus points in international policies for secondary Science, Technology, Engineering and Mathematics (STEM) education. It is up to school teachers to ... ., & Barmby, P. (2007). Developing attitudes towards science measures. International Journal of Science Education, 29(7), 871–893.CrossRefGoogle Scholar Kruger, J., & Dunning, D. (1999). Unskilled and unaware

Internationalization: Towards New Horizons

) is truly an expression of a program's movement towards internationalization. The valorization of international publication is equal to 40% of the total weight of the other international actions ... varied and are overwhelmingly present in the Brazilian programs (n = 49). It was verified that the evaluation valorizes production in international publications, often to the detriment of the various

Public attitudes towards genetically modified polled cattle

welfare, uncertainty about the technology, and worker well-being. In conclusion, many participants reported positive attitudes towards GM polled cattle; we suggest that people may be more likely to support ... attitudes, and the underlying reasons for these attitudes, towards the use of gene modification to produce polled cattle to improve animal welfare. 2. Materials and methods The University of British

Attack detection in water distribution systems using machine learning

evaluate machine learning algorithms. The algorithms B1–7 in the table are those from the competition with the number indicating their original ranking. The performance score is biased towards detecting ... detection Machine learning System security Cyber-physical systems Critical infrastructure Water monitoring  Daniel T. Ramotsoela, Gerhard P. Hancke and Adnan M. Abu-Mahfouz contributed equally to the work

Using Machine Learning to Improve Cylindrical Algebraic Decomposition

geometric relationships involved means these are imperfect and can sometimes make poor choices. We investigate the use of machine learning (specifically support vector machines) to make such choices instead ... International Symposium on Symbolic and Algebraic Computation, ISSAC ’04, pp. 111–118. ACM (2004)Google Scholar 42. England, M.: Machine Learning for Mathematical Software. In: Davenport, J.H., Kauers, M

Internationalization: Towards New Horizons

) is truly an expression of a program's movement towards internationalization. The valorization of international publication is equal to 40% of the total weight of the other international actions ... varied and are overwhelmingly present in the Brazilian programs (n = 49). It was verified that the evaluation valorizes production in international publications, often to the detriment of the various

Counter-disciplining the Dual Agenda: towards a (re-)assessment of the interdisciplinary study of International Law and International Relations

://orcid.org/0000-0002-0609-3688 Florian Fabian Hoffmann2  http://orcid.org/0000-0002-9270-1319 1Pontifícia Universidade Católica do Rio de Janeiro – Institute of International Relations. Rio de ... interdisciplinary study of International Law (IL) and International Relations (IR), (re-)assessing how this interdisciplinarity has been framed within each discipline. It reflects on the different ways ahead that

Towards Energy Efficient Shape Rolling: Roll Pass Optimal Design and Case Studies

review of rolling system design optimization. International Journal of Machine Tools & Manufacture, 2006, 46: 912-928.CrossRefGoogle Scholar [11] A Said, J G Lenard, A R Ragab, et al. The temperature ... . International Journal of Mechanical Sciences, 2017, 131-132: 956-970.CrossRefGoogle Scholar [2] S J Lee, S M Kim, D C Ko, et al. Design of roll profile in shape rolling of an irregular angle bar by the modified

A machine-learning phase classification scheme for anomaly detection in signals with periodic characteristics

In this paper, we propose a novel machine-learning method for anomaly detection applicable to data with periodic characteristics where randomly varying period lengths are explicitly allowed. A multi ... . Zhang, X. -Y. Li, H. -Q. Wang, in Proceedings of the Second International Conference on Machine Learning and Cybernetics. Intrusion detection based on hidden Markov model (IEEEXi’an, 2003), pp. 3115–3118

The future is now—it’s time to rethink the application of the Global Warming Potential to anesthesia

emission of HFCs increased 128% from 1990 to 2005 and is projected by 2030 to increase a further 336% compared with 2005 emissions.2 The Montreal Protocol is an international treaty agreed upon in 1987 with ... with a high potential for contributing to global warming.1 Unfortunately, the field of anesthesia finds itself in a unique position where the release of its CFCs and HFCs has actually increased over time

Internationalization: Towards New Horizons

) is truly an expression of a program's movement towards internationalization. The valorization of international publication is equal to 40% of the total weight of the other international actions ... varied and are overwhelmingly present in the Brazilian programs (n = 49). It was verified that the evaluation valorizes production in international publications, often to the detriment of the various

Machine learning metrology of cell confinement in melt electrowritten three-dimensional biomaterial substrates

-cellular focal adhesion protein features measured. The extracted multidimensional dataset is employed to train a machine learning algorithm to classify cell shape phenotypes. The results show that cells ... shape homogeneity compared to non-woven fibrous substrates. The technology platform established here constitutes a significant step towards the development of integrated additive manufacturing—metrology

Efficient resource provisioning for elastic Cloud services based on machine learning techniques

decisions based on the value of specific infrastructure and/or service performance metrics. This paper presents and evaluates a novel predictive auto-scaling mechanism based on machine learning techniques for ... Resource Allocation in Clouds: towards a fully automated workflow In: 7th International Conference on Autonomic and Autonomous Systems (ICAS’2011), 67–74.. IARIA, Venice.Google Scholar 33. Tesauro G, Jong

The status of health economic evaluation within decision making in Austria

economic evaluations.MethodsBased on secondary literature, we analyze international challenges for using two types of economic evaluations—cost-effectiveness analysis and cost-utility analysis—in ... evaluations exist, except on a case-by-case basis. Resource allocation in Austria hence occurs, for the most part, implicitly. Conclusion One way forward towards more explicit efficiency considerations may be