Current trends and perspectives for automated screening of cardiac murmurs.

Heart Asia

Department of Clinical and Experimental Medicine, Clinica Medica Generale e Cardiologia, University of Florence, Florence, Italy; Centre for Civil Protection and Risk Studies, University of Florence (CESPRO), Florence, Italy.

Published: June 2016

Although in high income countries rheumatic heart disease is now rare, it remains a major burden in low and middle income countries. In these world areas, physicians and expert sonographers are rare, and screening campaigns are usually performed by nomadic caregivers who can only recognise patients in an advanced phase of heart failure with high economic and social costs. Therefore, great interest exists regarding the possibility of developing a simple, low-cost procedure for screening valvular heart disease. With the development of computer science, the cardiac sound signal can be analysed in an automatic way. More precisely, a panel of features characterising the acoustic signal are extracted and sent to a decision-making software able to provide the final diagnosis. Although no system is currently available in the market, the rapid evolution of these technologies recently led to the activation of clinical trials. The aim of this note is to review the state of advancement of this technology (trends in feature selection and automatic diagnostic strategies), data available regarding performance of the technology in the clinical setting and finally what obstacles still need to be overcome before automated systems can be clinically/commercially viable.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4832733PMC
http://dx.doi.org/10.1136/heartasia-2013-010392DOI Listing

Publication Analysis

Top Keywords

income countries
8
heart disease
8
current trends
4
trends perspectives
4
perspectives automated
4
automated screening
4
screening cardiac
4
cardiac murmurs
4
murmurs high
4
high income
4

Similar Publications

Development and psychometric evaluation of the Brief Parenting Questionnaire.

BMC Psychol

January 2025

Department of Research and Development, War Child Alliance, Amsterdam, The Netherlands.

Background: There is a paucity of brief self-report parenting measures validated for use in low- and middle-income countries (LMICs). We developed the Brief Parenting Questionnaire (BPQ), a 24-item self-report measure for use with parents of children ages 3-12.

Objective: We describe the development and evaluation of the psychometric properties of the BPQ, which was designed to include two subscales: warm and responsive parenting (WRP) and harsh parenting (HP).

View Article and Find Full Text PDF

Background: Vaccine hesitancy is a serious public health problem globally, particularly in low- and middle-income countries like Pakistan. This study aims to determine the vaccination refusal rate, associated factors and perceptions of parents who refused routine immunisation within Peshawar, Khyber Pakhtunkhwa, Pakistan.

Methods: A cross-sectional study conducted in July-2024, among 340 parents of children aged 0-59 months.

View Article and Find Full Text PDF

The impact of climate change on vulnerable populations in pediatrics: opportunities for AI, digital health, and beyond-a scoping review and selected case studies.

Pediatr Res

January 2025

Division of General Pediatrics, Department of Pediatrics, The Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.

Climate change critically impacts global pediatric health, presenting unique and escalating challenges due to children's inherent vulnerabilities and ongoing physiological development. This scoping review intricately intertwines the spheres of climate change, pediatric health, and Artificial Intelligence (AI), with a goal to elucidate the potential of AI and digital health in mitigating the adverse child health outcomes induced by environmental alterations, especially in Low- and Middle-Income Countries (LMICs). A notable gap is uncovered: literature directly correlating AI interventions with climate change-impacted pediatric health is scant, even though substantial research exists at the confluence of AI and health, and health and climate change respectively.

View Article and Find Full Text PDF

By providing guarantees and direct lending, public export credit agencies (ECAs) de-risk and thus enable energy projects worldwide. Despite their importance for global greenhouse gas emission pathways, a systematic assessment of ECAs' role and financing patterns in the low-carbon energy transition is still needed. Using commercial transaction data, here we analyze 921 energy deals backed by ECAs from 31 OECD and non-OECD countries (excluding Canada) between 2013 and 2023.

View Article and Find Full Text PDF

Low accessibility to mainstream psychosocial services disadvantages culturally and linguistically diverse (CALD) populations, resulting in delayed care and high rates of unsupported psychological distress. Non-clinical interventions may play an important role in improving accessibility to psychosocial support, but what characterises best practice in this space remains unclear. This critical rapid review addressed this gap by searching for, and critically analysing, existing research on non-clinical psychosocial support services, drawing from a critical realist framework and Brossard and Chandler's (Brossard and Chandler, Explaining mental illness: Sociological perspectives, Bristol University Press, 2022) taxonomy of positions on culture and mental health.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!