Health promotion at Swedish Child Health Centres

Enhanced childhood diseases treatment using computational models: Systematic review of intelligent experiments heading to precision medicine

INTRODUCTION

Precision or personalized Medicine (PM) is used for the prevention and treatment of diseases by considering a huge amount of information about individuals variables. Due to high volume of information, AI-based computational models are required. A large set of studies conducted to examine the PM approach to improve childhood clinical outcomes. Thus, the main goal of this study was to review the application of health information technology and especially artificial intelligence (AI) methods for the treatment of childhood disease using PM.

METHODS

PubMed, Scopus, Web of Science, and EMBASE databases were searched up to December 18, 2019. Articles that focused on informatics applications for childhood disease PM included in this study. Included papers were classified for qualitative analysis and interpreting results. The results were analyzed using Microsoft Excel 2019.

RESULTS

From 341 citations, 62 papers met our inclusion criteria. The number of published papers that used AI methods to apply for PM in childhood diseases increased from 2010 to 2019. Our results showed that most applied methods were related to machine learning discipline. In terms of clinical scope, the largest number of clinical articles are devoted to oncology. Besides, the analysis showed that genomics was the most PM approach used regarding childhood disease.

CONCLUSION

This systematic review examined papers that used AI methods for applying PM approaches in childhood diseases from medical informatics perspectives. Thus, it provided new insight to researchers who are interested in knowing research needs in this field.

Epidemiological Characteristics and Overall Burden of Accidental Injuries in Navarra, Spain: Epidemiology of Injuries in Children

Injuries caused by accidents or violent situations in pediatric patients are a serious social problem where prevention plays a key role. The aim of this study was to describe the epidemiological situation of pediatric injuries in Spain. A prospective study of pediatric patients receiving care in the Emergency Service of the Complejo Hospitalario de Navarra due to for reasons of accidental injury was conducted. The study covered a period of 1 year and assessed a total of 16 variables. There were a total of 8,876 patients, of whom 56.4% were males. Traumatic injuries such as fractures and craniocerebral trauma were identified as the most frequent injuries, occurring as a result of injuries mainly in the home. In females, there was a decrease in the incidence of injuries related to age. There was a greater incidence at the end of the day, during the weekend, and in the months of March to October. The epidemiological profile of pediatric patients who met with accidents in Navarra, Spain, is described. The knowledge of the main areas and factors related to injuries allows us to improve preventive measures, which would contribute to better control in this region of Spain.

Review Article: Mapping of children's health and development data on population level using the classification system ICF-CY

AIM

The aim of this study was to investigate if essential health and development data of all children in Sweden in the Child Health Service (CHS) and School Health Service (SHS) can be linked to the classification system International Classification of Functioning, Disability and Health--Children and Youth (ICF-CY).

METHOD

Lists of essential health terms, compiled by professionals from CHS and SHS, expected to be used in the national standardised records form the basis for the analysis in this study. The essential health terms have been linked to the codes of ICF-CY by using linking rules and a verification procedure.

RESULTS

After exclusion of terms not directly describing children's health, a majority of the health terms could be linked into the ICF-CY with a high proportion of terms in body functions and a lower proportion in activity/participation and environment respectively. Some health terms had broad description and were linked to several ICF-CY codes. The precision of the health terms was at a medium level of detail.

CONCLUSION

ICF-CY can be useful as a tool for documenting child health. It provides not only a code useful for statistical purposes but also a language useful for the CHS and SHS in their work on individual as well as population levels. It was noted that the health terms used by services mainly focused on health related to body function. This indicates that more focus is needed on health data related to child's functioning in everyday life situations.

The enigma of the welfare state: excellent child health prerequisites--poor subjective health

The rate of subjective health complaints among Swedish children is increasing by age and over time, and more so than among children in other Scandinavian countries. In contrast, the somatic health and prerequisites for wellbeing are excellent. This paradoxical situation, The Enigma of the Welfare State, is the focus of this viewpoint. We argue that one important background factor may be late adverse effects of the welfare society itself and some of its inherent values. We have identified several possible pathways. We have given them names of diseases--on the society level--like health obsession, stress panic, welfare apathy and hyper-individualism. Together with other factors such as a dysfunctional school and an unsatisfactory labour market for youth, these diseases are involved in an interplay that is constantly inducing anxiety and low self-esteem.

CONCLUSION

The gradually deteriorating self-reported health among Swedish youth may, to some degree, be explained as a late adverse effect of the welfare society itself and its inherent values.

Non-participation in preventive child health examinations at the general practitioner in Denmark: a register-based study

OBJECTIVE

To examine demographic and socioeconomic characteristics of parents and children in families not participating in preventive child health examinations at the general practitioner in a society with free and easy access to healthcare.

DESIGN

Population-covering register linkage study.

SETTING

Denmark, 2002-2004.

SUBJECTS

Two cohorts comprising all children born in Denmark between 1 July 1998 and 30 June 1999 (n =70 891) and in 2002 (n =65 995), respectively. The demographic and socioeconomic characteristics of these children and the adults living in the same household as these were identified through register linkage.

MAIN OUTCOME MEASURES

Crude and mutually adjusted odds ratios for non-participation in scheduled preventive child health examinations at the GP (age 5 weeks, 5 months, 12 months, 4 years, and 5 years) according to child characteristics (sex, number of hospitalizations, and older siblings) and parental characteristics (age, educational level, attachment to labour market, ethnicity, household income, and number of adults in the household).

RESULTS

Children of young and single parents were less likely to receive a preventive child health examination. Increased odds ratios for non-participation were found for children of parents outside the labour market, with low educational level, and especially for the combination of these. Non-participation increased with decreasing household income and with the number of older siblings.

CONCLUSION

Despite the fact that Denmark has free and easy access to the GP, the utilization of preventive child health examinations is lower among the more deprived part of the population.