Emotion Detection from EEG Signals Using Machine Deep Learning Models.

Detecting emotions is a growing field aiming to comprehend and interpret human emotions from various data sources, including text, voice, and physiological signals. Electroencephalogram (EEG) is a unique and promising approach among these sources. EEG is a non-invasive monitoring technique that records the brain's electrical activity through electrodes placed on the scalp's surface.

Automatic COVID-19 and Common-Acquired Pneumonia Diagnosis Using Chest CT Scans.

Even with over 80% of the population being vaccinated against COVID-19, the disease continues to claim victims. Therefore, it is crucial to have a secure Computer-Aided Diagnostic system that can assist in identifying COVID-19 and determining the necessary level of care. This is especially important in the Intensive Care Unit to monitor disease progression or regression in the fight against this epidemic.

Rapid tests for HIV, syphilis, and chronic hepatitis in a prison population in a prison complex in Salvador (BA), Brazil.

This study aimed to quantitatively analyze the results of rapid tests for Human Immunodeficiency Virus (HIV), Syphilis, and Chronic Hepatitis in the prison population in a prison complex in Salvador (BA), Brazil. This cross-sectional study consisted of a sample of men incarcerated from August 2018 to August 2020 submitted to rapid tests. Descriptive statistics and prevalence ratios with respective 95% confidence intervals were employed to analyze data.

Reiki for Cancer Patients Undergoing Chemotherapy in a Brazilian Hospital: A Pilot Study.

The purpose of this pilot study was to explore whether individualized Reiki given to cancer patients at a Brazilian hospital improved symptoms and well-being. Data from 36 patients who received 5 Reiki sessions were collected using the MYMOP and were compared before and after their treatment and also with 14 patients who did not receive Reiki and who acted as a comparison group. Twenty-one patients reported feeling better, 12 felt worse, and 3 reported no change.

Ventricular assist device implantation with CentriMag VAS® for biventricular mechanical support.

Despite recent advances in acute heart failure treatment, actual results remain limited in refractory cardiogenic shock. Temporary ventricular assist devices have emerged as an alternative in this serious and challenging medical. The purpose of this communication is to present a case of refractory cardiogenic shock, underwent temporary left ventricular assistance device implantation, progressing to right ventricular failure and conversion to biventricular support.

Comparison between the analgesic effects of morphine and tramadol delivered epidurally in cats receiving a standardized noxious stimulation.

This study compared the analgesic effects of epidural tramadol versus morphine in six healthy cats. Under general anesthesia, each cat received an epidural injection of saline 0.22 ml/kg (control treatment, CT), tramadol 1mg/kg (tramadol treatment, TT), or morphine 0.