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By Maciej Ogorzałek, Grzegorz Surówka, Leszek Nowak, Christian Merkwirth (auth.), Ana Fred, Joaquim Filipe, Hugo Gamboa (eds.)

This e-book comprises the simplest papers of the second one foreign Joint convention on Biomedical Engineering structures and applied sciences (BIOSTEC 2009), geared up by way of the Institute for platforms and applied sciences of data keep an eye on and Communi- tion (INSTICC), technically co-sponsored by way of the IEEE Engineering in drugs and Biology Society (EMB), IEEE Circuits and structures Society (CAS) and the Workflow administration Coalition (WfMC), in cooperation with AAAI and ACM SIGART. the aim of the foreign Joint convention on Biomedical Engineering S- tems and applied sciences is to compile researchers and practitioners, together with engineers, biologists, health and wellbeing pros and informatics/computer scientists, int- ested in either theoretical advances and functions of knowledge structures, synthetic intelligence, sign processing, electronics and different engineering instruments in wisdom components relating to biology and drugs. BIOSTEC consists of 3 co-located meetings; each one focuses on one of many aforementioned major wisdom components, particularly: • BIODEVICES (International convention on Biomedical Electronics and - vices) makes a speciality of elements with regards to electronics and mechanical engineering, - pecially apparatus and fabrics encouraged from organic structures and/or - dressing organic specifications. tracking units, instrumentation sensors and platforms, biorobotics, micro-nanotechnologies and biomaterials are a few of the applied sciences addressed at this conference.

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Extra info for Biomedical Engineering Systems and Technologies: International Joint Conference, BIOSTEC 2009 Porto, Portugal, January 14-17, 2009, Revised Selected Papers

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To define an optimal set of features, a criterion function should be defined. However, no such criterion function was available in our case. , 224 ) was required to guarantee an optimal set [70]. To limit this enormous search space, an ANOVA-based heuristic search was applied. For both the normalizations, we performed feature selection based on ANOVAs. 001 (see also Sect. 3), as this led to the best precision. The features selected for each of the biosignals are presented in Table 3. The last step of preprocessing was PCA; see also Sect.

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