Social media platforms are increasingly seen as a source of data on a wide range of health issues. Eshleman R, Singh R. BMC Bioinformatics ;17 Suppl These other results will be covered by other posts in this series. Bangladesh, China and Rwanda made good progress while following diverse economic strategies.
Many who rely on hydrocodone suffer from debilitating chronic pain, which greatly disrupts and decreases their quality of life. People and societies can be harmed in less material, but nonetheless real ways if individuals are embarrassed or suffer social isolation as a result of information becoming public.
Digital Drug Safety Surveillance: Deep Learning for Pharmacovigilance: Sorting Through the Safety Data Haystack: International and regional organisations work with other stakeholders to set and enforce common standards for data collection, production, anonymisation, sharing and use to ensure that new data flows are safely and ethically transformed into global public goods, and maintain a system of quality control and audit for all systems and all data producers and users.
At the same time, national capacity for data science must be developed to leverage opportunities in big data, to complement high-quality official statistics. Other Countdown countries such as Liberia and the Niger are achieving fast-track progress to reduce child mortality.
Our model required no task-specific feature engineering, suggesting generalizability to additional sequence-labeling tasks. Inover half of the births in health facilities occurred in the private sector. More diverse, integrated, timely and trustworthy information can lead to better decision-making and real-time citizen feedback.
Like any resource, it must be managed for the public good, and to ensure that the benefits flow to all people and not just the few. They should enable citizens to better understand and control their own data, and protect data producers from demands of governments and attacks by hackers, while still allowing for rich innovation in re-use of data for the public good.
Similar overall distribution profiles were observed, with Spearman rank correlation rho of 0. Disaggregated data should be collected on other dimensions based on their relevance to the program, policy or other matter under consideration, for example, ethnicity, migrant status, marital status, HIV status, sexual orientation and gender identity, with due protections for privacy and human rights.
Bulletin of the World Health Organization ; Millions of women spending several hours a day collecting water. Source 4 Around percent of all children in developing countries are estimated to be underweight or stunted.
Further analysis is needed to identify how fast-track countries overcame these barriers. Source 9 Water problems affect half of humanity: The priority should always be to use data and information to improve outcomes, experiences and possibilities for people in the short and long term.
Inone out of three urban dwellers approximately 1 billion people was living in slum conditions. Having shared goals and investments across sectors could further strengthen these results, for example ensuring clean water and sustainable energy for health-care facilities, reducing air pollution, and promoting health and nutrition in schools.
J Biomed Inform ; Further risk arises where collectors of big data do not have sufficient protection from demands from State bodies or interference from hackers.
The increasing popularity of social media platforms like Twitter presents a new information source for finding potential adverse events.
With the help of lay annotators recruited from CrowdFlower they manually annotated tweets containing keywords related to two kinds of drugs: We urge the UN Member States and system organisations to dramatically speed up their work in this field to support the global aspiration for sustainable development.
J Med Toxicol ;9 2: Much more data are needed on the economic roles of women of all ages as caregivers to children, older persons and the disabled in the household and in the labour force.
GDP per capita, total fertility rate, and skilled birth attendance. I too, expected to be able to tell the difference, but could not.OMICS International publishes + Open Access Journals in the fields of Clinical, Medical, Life Science, Pharma, Environmental, Engineering and Management.
Latest information on pharmacovigilance analytics (PV analytics), with emphasis on new technological advances related to big data analytics, artificial intelligence, cognitive computing, data mining, text and information mining, and visualization tools, among others, and how they integrate with drug safety and pharmacovigilance.
BackgroundTrastuzumab improves survival in the adjuvant treatment of HER-positive breast cancer, although combined therapy with anthracycline-based regimens has been associated with cardiac toxicity. Gastrointestinal (GI) pathogen panels are used to simultaneously test for the presence of multiple disease-causing microbes in a stool sample and help diagnose an infection of the digestive system (GI tract).
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Almost half the world — over three billion people — live on less than $ a day. At least 80% of humanity lives on less than $10 a day. Source 1. More than 80 percent of the world’s population lives in countries where income differentials are widening.Download