Exploring the Hearing Improvement and Parental Stress in Children with Hearing Loss Using Hearing Aids or Cochlear Implants.

This study aims to describe the stress levels experienced by parents of children with hearing loss who use conventional hearing aids or cochlear implants, and to assess the correlation between parental stress and the auditory skills acquired by the children. The study was conducted at the Policlinic "Gaetano Martino" in Messina, evaluating data from 42 pairs of parents of children using hearing aids or cochlear implants. Parents completed the LittlEARS Auditory Questionnaire (LEAQ) and the Parental Stress Scale (PSS) 18 months after the initial device (hearing aid or cochlear implant) had been activated.

Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function Spaces.

In this work, we present and study Continuous Generative Neural Networks (CGNNs), namely, generative models in the continuous setting: the output of a CGNN belongs to an infinite-dimensional function space. The architecture is inspired by DCGAN, with one fully connected layer, several convolutional layers and nonlinear activation functions. In the continuous setting, the dimensions of the spaces of each layer are replaced by the scales of a multiresolution analysis of a compactly supported wavelet.

Prevalence of Fatty Pancreas and its relation with anthropometric values on the Growth and Obesity Cohort Study.

Objective: Nonalcoholic Fatty Pancreas Disease (NAFPD) is characterized by excessive lipid accumulation within the pancreas in the absence of alcohol intake, potentially leading to pancreatic dysfunction and metabolic complications, including type 2 diabetes mellitus, acute and chronic pancreatitis, and pancreatic carcinoma. The authors aim to estimate the prevalence of NAFPD and its association with anthropometric parameters in a cohort of Chilean adolescents.

Method: The authors conducted a cross-sectional analysis of the "Growth and Obesity Chilean Cohort Study" (GOCS), a longitudinal study involving nearly 1000 children, followed yearly since 2006.

A Technology System to Help People With Intellectual Disability and Blindness Find Room Destinations During Indoor Traveling: Case Series Study.

Background: People with severe or profound intellectual disability and visual impairment tend to have serious problems in orientation and mobility and need assistance for their indoor traveling. The use of technology solutions may be critically important to help them curb those problems and achieve a level of independence.

Objective: This study aimed to assess a new technology system to help people with severe to profound intellectual disability and blindness find room destinations during indoor traveling.

Technology for helping people with neuromotor, intellectual, and speech disabilities engage in leisure and communication activities: a proof-of-concept study.

We extended the assessment of our recently developed technology to help people with neuromotor, intellectual, and speech disabilities access (listen to) music, communicate with distant partners, and answer questions. The technology included a tablet (1) fitted with an Internet connection, a SIM card, WhatsApp Messenger, and MacroDroid application, and (2) interfaced with different pairs of response sensors. Six participants were included in the study, which was carried out according to a nonconcurrent multiple baseline design across participants.