The rapidly growing and gigantic body of stored data in the building field, coupled with the need for data analysis, has generated an urgent need for powerful tools that can extract hidden but useful knowledge of building performance improvement from large data sets. As an emerging subfield of computer science, data mining technologies suit this need well and have been proposed for relevant knowledge discovery in the past several years. Aimed to highlight recent advances, this paper provides an overview of the studies undertaking the two main data mining tasks (i.e.
Background Timely assessment of the burden of HIV/AIDS is essential for policy setting and programme evaluation. In this report from the Global Burden of Disease Study 2015 (GBD 2015), we provide national estimates of levels and trends of HIV/AIDS incidence, prevalence, coverage of antiretroviral therapy (ART), and mortality for 195 countries and territories from 1980 to 2015.
Cognitive Behaviour Therapy has been demonstrated to be an effective intervention in outpatient and inpatient settings for a wide range of presenting mental health problems including depression, Obsessive Compulsive Disorder, Post traumatic Stress Disorder, Social Anxiety Disorder, Panic Disorder and Somatorform Disorder. There is likely to be an unmet need for this therapeutic approach in most Low and Middle Income Countries (LMIC).
At the UN in New York the Open Working Group created by the UN General Assembly proposed a set of global Sustainable Development Goals (SDGs) which comprises 17 goals and 169 targets. Further to that, a preliminary set of 330 indicators was introduced in March 2015. Some SDGs build on preceding Millennium Development Goals while others incorporate new ideas. A critical review has revealed that indicators of varied quality (in terms of the fulfilment certain criteria) have been proposed to assess sustainable development.
Biomarkers in Alzheimer's Disease, 2016, Pages 3-23
This book chapter advances SDG #3 and #10 by providing a brief outline of AD epidemiology, the definition of an AD biomarker, the classification and features of AD, and AD risk factors, followed by a description of the structure and content of each of the following chapters and their focus on specific types of AD biomarkers.
This chapter addresses goal 3 by providing an overview of genetic biomarkers and the risk of developing Alzheimer's Disease.
The importance of the media’s reporting on human trafficking and reaction in the media to the UN 'World Day against Trafficking in Person' is analysed in this article. The link between migration and trafficking is also highlighted. This provides insights to assist SDG 8.7 to eradicate forced labour, end modern slavery and human trafficking by 2025.
With this report, Elsevier aims to benchmark and map out the global landscape of cancer research to provide helpful new insights. Along with other materials, this benchmark report will offer the research community, pubic, policymakers and research funding organizations information on the current state of cancer related research. We hope this report will be used to inform the development of new operational approaches, priorities, policies and funding strategies to produce new knowledge that will address key challenges related to cancer in the most effective, efficient and impactful way possible.
Although effective programmes are available and several countries have seen substantial declines in new HIV infections, progress in the reduction of adult HIV incidence has been slower than expected worldwide and many countries have not had large decreases in new infections in adults despite large reductions in paediatric infections. Reasons for slow progress include inadequate commitment, investment, focus, scale, and quality of implementation of prevention and treatment interventions.
Transgender people are a diverse population affected by a range of negative health indicators across high-income, middle-income, and low-income settings. Studies consistently document a high prevalence of adverse health outcomes in this population, including HIV and other sexually transmitted infections, mental health distress, and substance use and abuse. However, many other health areas remain understudied, population-based representative samples and longitudinal studies are few, and routine surveillance efforts for transgender population health are scarce.
