We know that correlation does not imply causation, but careful analyses of correlations are often our only way to quantify cause and effect in domains ranging from healthcare to education. This ...

(a) Disease progression can be classified into three states: the normal stage, pre-disease stage and disease stage, with the pre-disease stage representing a critical threshold just before the onset ...

Suppose we observe samples of a subset of a collection of random variables. No additional information is provided about the number of latent variables, nor of the relationship between the latent and ...

Rio Tinto’s chief executive has said its advanced graphical modelling techniques are vital to its growth as it faces a tough mining environment with inflating costs, and as it looks to longer term ...

In a recent study published in the EClinicalMedicine, a group of researchers developed and validated a Chronic Obstructive Pulmonary Disease (COPD) (a progressive lung condition that causes breathing ...

Currently, deep learning is the most important technique for solving many complex machine vision problems. State-of-the-art deep learning models typically contain a very large number of parameters ...