1

Analysis of cerebral blood flow complexity when listening music with emotional content

Despite differences in ethnicities, culture, or language, music is a universal stimulus that can evoke intense feelings in people. Studying its effects, however, is challenging because of its emotional nature. This study analyzes the effects of …

Design of a low-cost neuromuscular blockade monitoring device

The increasing number of hospitalizations due to the ongoing pandemic has brought medical devices to the forefront of clinical management. For instance, mechanical ventilation is managed via administration of analgesia in combination with …

Using machine learning methods to identify significant variables for the prediction of first-year Informatics Engineering students dropout

Student dropout is a phenomenon that affects all higher education institutions in Chile, with costs for people, institutions and the State the reported retention rate of first year students for all Chilean universities was of 75%. Despite the …

Forecast of copper price series using vector support machines

We research the potential of Support Vector Machines (SVMs) for forecasting in chaotic series of copper's price; based on different combination of structure, and possibilities of discovering knowledge in big data. It was built models of SVMs to …

Feature selection for discrimination between volcanic and tectonic events of the Llaima Volcano (Chile)

This paper describes the methodology to carry out the analysis of different features to automatically classify seismic signals from the Chilean Llaima volcano. Two types of events related to the magmatic activity inside the volcano-longperiod and …

Analysis of the influence of systemic and intracranial pressure in patients with severe head injury using linear and non-linear models

Cerebral hemodynamics is greatly altered by severe head injury. The main variables involved in the system are Mean Arterial Pressure and Intracranial Pressure, which are the independent variables (inputs), and Cerebral Blood Flow, which is the …

Dynamic estimation of non invasive intracranial pressure using SVM with external recurrences

Intracranial Pressure measurements are of great importance for the diagnosis, monitoring and treatment of many vascular brain disturbances. The standard measurement of Intracranial Pressure is performed invasively by perforation of the cranial scalp …

Phantom model of transcutaneous electrical stimulation with kilohertz signals

Transcutaneous electrical stimulation (TES) of nerve fibers may be optimized by overcoming the impedance of the skin using high-frequency (HF) stimulation signals. The excitation properties of nerve fibers depend on the spatiotemporal distribution of …

Circuit and volume conductor models of transcutaneous electrical stimulation

Electrical stimulation of peripheral nerves is a widespread technique for the treatment of neurological diseases and disorders. However, peripheral stimulation typically requires surgical implantation of an electrode and a pulse generator. …

A vector model for routing queries in web search engines

This paper proposes a method for reducing the number of search nodes involved in the solution of queries arriving to a Web search engine. The method is applied by the query receptionist machine during situations of sudden peaks in query traffic to …