Evolution of social mood in Spain throughout the COVID-19 vaccination process: a machine learning approach to tweets analysis.

Objectives: This paper presents a new approach based on the combination of machine learning techniques, in particular, sentiment analysis using lexicons, and multivariate statistical methods to assess the evolution of social mood through the COVID-19 vaccination process in Spain.

Methods: Analysing 41,669 Spanish tweets posted between 27 February 2020 and 31 December 2021, different sentiments were assessed using a list of Spanish words and their associations with eight basic emotions (anger, fear, anticipation, trust, surprise, sadness, joy and disgust) and three valences (neutral, negative and positive). How the different subjective emotions were distributed across the tweets was determined using several descriptive statistics; a trajectory plot representing the emotional valence vs narrative time was also included.

[Diagnosis of mesial temporal sclerosis with magnetic resonance imaging].

Introduction: Mesial temporal sclerosis (MTS) is a progressive drug-resistant epileptic syndrome which requires rapid, effective diagnosis and treatment. Histologically there is atrophy and gliosis of the hippocampus.

Objective: To establish magnetic resonance (MR) imaging guidelines for correct diagnosis.

[Callosotomy in the treatment of drug-resistant epilepsy].

At the present time corpus callosotomy is a valuable option in the management of some patients with drug-resistant epilepsy who are not candidates for resective procedures. The records of six patients who underwent callosotomy at 'Hospital Virgen de las Nieves' (Granada, Spain) in the past four years were retrospectively analyzed. The patients all had intractable primary or secondarily generalized seizures, were severely handicapped by its frequency and nature (especially with drop attacks and multiple injuries) and were not suitable for other surgical procedure.

Plasmatic beta-endorphin levels and thalamic surgery for pain.

Plasma beta-endorphin levels were found to be significantly lower in patients suffering from chronic pain of malignant etiology than in a control group. After a bilateral stereotactic cryothalamotomy in Centrum Medianum and Parafascicularis nuclei, a good clinical result and a significant increase in plasma beta-endorphin levels were obtained.