Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Creating equity in health research to drive more and better evidence
2
Zitationen
11
Autoren
2022
Jahr
Abstract
Health research is rapidly changing with evidence being gathered through new agile methods. This evolution is critical but must be globally equitable so the poorest nations do not lose out. We must harness this change to better tackle the daily burden of diseases that affect the most impoverished populations and bring research capabilities to every corner of the world so that rapid and fair responses to new pathogen are possible; anywhere they appear. We must seize this opportunity to make research easier, better and more equitable. Currently too many nations are unable to generate the evidence or translate it to directly change health outcomes in their own communities. It is essential to act and harness this emerging change in how research data can be generated and shared, so that all nations sustainably gain from this development. There are positive examples to draw on from COVID-19, but we now need to act. Here we present an initiative to develop a new framework that can guide researchers in the design and execution of their studies. This highly agile system will work by adapting to risk and complexity in any given study, whilst generating quality, safe and ethical data.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.312 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.169 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.564 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.466 Zit.
Autoren
Institutionen
- University of Exeter(GB)
- University of Oxford(GB)
- World Health Organization(CH)
- Michigan State University(US)
- Fundação Oswaldo Cruz(BR)
- South African Medical Research Council(ZA)
- Uganda Virus Research Institute(UG)
- Federal Ministry of Health(NG)
- Nigeria Centre for Disease Control(NG)
- Rwanda Biomedical Center(RW)
- Christian Medical College, Vellore(IN)
- European & Developing Countries Clinical Trials Partnership(NL)