Promises, pitfalls, and basic guidelines for applying machine learning classifiers to psychiatric imaging data, with autism as an example

Most psychiatric disorders are associated with subtle alterations in brain function and are subject to large inter-individual differences.Typically the diagnosis of these disorders requires time-consuming behavioral assessments administered by a GSPOT multi-disciplinary team with extensive experience.Whilst the application of machine learning class

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Forming control and the relationship between microstructure and mechanical property in TIG-assisted friction stir welded joint of Ti-6Al-3Nb-2Zr-1Mo titanium alloy

In this paper, T-joints of Ti-6Al-3Nb-2Zr-1Mo titanium alloy were joined with friction stir welding, and microstructure evolution and forming mechanism were studied.The effect of using tungsten inert gas welding to heat additionally the FSW was investigated.Results show a strong effection microstructure of stir zone (SZ) due to the temperature grad

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Measurement system analysis for one-sided tolerance

Measurement system analysis is carried out in order to determine if a capability to perform measurements in terms of product and process control is sufficient, indicating that the type I and the type II appraisal errors probability are acceptable.Statistical analyses for measurement system evaluation presented in the literature and the industrial m

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