Nature6 个月
How causal artificial intelligence is revolutionizing the pharmaceutical industry
known as causal inference; when combined with machine learning, this is referred to as causal AI. In parallel, the Human Genome Project continues to impact drug research. Analyses by companies GSK ...
University of Bristol1 年
Causal Inference in Epidemiology: Concepts and Methods
Academics working in the MRC Integrative Epidemiology Unit (IEU) and the University of Bristol (including those who are tutors on this course) have been at the forefront of developing and applying ...
University of Bristol3 年
Causal Inference in Epidemiology: Concepts and Methods
Academics working in the MRC Integrative Epidemiology Unit (IEU) and the University of Bristol (including those who are tutors on this course) have been at the forefront of developing and applying ...
lse4 年
Causal Inference for Observational and Experimental Studies
This course is available as an outside option to students on other programmes where regulations permit. This course provides an introduction to statistical methods used for causal inference in the ...
ssir.org1 年
The Case for Causal AI
Therefore, it is imperative that decision makers also consider another AI approach—causal AI, which can help identify the precise relationships of cause and effect. Identifying the root causes of ...
University of Sheffield1 年
Planning your Target Trial and navigating real-world metadata: foundations for causal inference
This course provides an introduction to a key structural foundation for causal inference: the Target Trial framework. The course will focus on applications of the Target Trial framework to real-world ...
ascopubs.org15 天
Evaluating Cancer Screening in the Era of Advanced Causal Inference Methods: Innovation ...
The methods required, however, are far from simple because the strategy for baseline random screening intervention assignment must also be emulated. The authors applied advanced causal inference ...