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A Path- and Label-cost Propagation Approach to speedup the Training of the Opti...
A. S. Iwashita; J. P. Papa; A. N. Souza; A. X. Falcão; R. Lotufo; V. M. Oliveira; Victor Hugo C. de Albuquerque; João Manuel R. S. TavaresIn general, pattern recognition techniques require a high computational burden for learning the discriminating functions that are responsible to separate samples from distinct classes. As such, there are several studies that make effort to employ machine learning algorithms in the context of "big data" classification problems. The research on this area ranges from Graphics Processing Units-based implementations...
Biological characterization of rabbit nucleus pulposus cells on a biphasic scaf...
van Uden, Sebastião; Correia, Joana Silva; Correlo, V. M.; Oliveira, Joaquim M.; Reis, R. L.Intervertebral disc (IVD) degeneration (IDD) is nowadays considered as the main physiological cause for low back pain (LBP). LBP is known to affect people of any age, having a world socioeconomic burden of 70 billion euros per year[1]. Current LBP treatments only treat the symptoms without solving the problem. So, finding new ways of treating IDD is finding new ways of reducing socioeconomic impact created by L...
Factors influencing electroporation-mediated gene transfer to Stylosanthes guia...
Quecini,V.M.; Oliveira,C.A. de; Alves,A.C.; Vieira,M.L.C.In order to develop a high-efficiency and reproducible transformation protocol for Stylosanthes guianensis we assessed the biological and physical parameters affecting plant electroporation protoplasts. Energy input, as combinations of electric field strengths discharged by different capacitors, electroporation buffer and DNA form were evaluated. Transformation efficiency was assayed in vivo as transient report...
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