BD carried out the programming, the data analysis and visualisation, the machine learning and mathematical model development.
Exploratory analysis, such as data mining; information visualisation and machine-learning of big databases solely yields possibly spurious associations among variables and not causal links.
"It is one of the first visualisations to use machine learning to generate its content using the Google Natural Language API, which analyses text and extracts information about people, places, and events," Google News Lab Data editor Simon Rogers writes in the announcement.
The needle is directed into the soft tissue lesions under direct visualisation using the US machine.
Indeed, many of the technologies described in this report, from business analytics to recursive machine-learning to visualisation software, exist to make data more digestible for humans.Some applications have already become so widespread that they are taken for granted.
The greatest challenges were optimising ultrasound machines for microbubbles visualisation, and finding time within busy clinics to perform the procedure.
Graphical Abstract Lab notebook entries must target both visualisation by scientists and use by machine learning algorithms.
It consists of a suite of highly integrated tools supporting the visualisation, design, programming, verification and evaluation of machine systems built from mechanical, electronic and software components/modules in a virtual environment.
Using a proper visualisation, it can be reviewed how specific machine parameters, such as the face support pressure, may influence the magnitude of settlements and how settlements behave with respect to the pre-loading of the ground due to buildings on the surface.
The concept includes a real control system, simulation models of the dynamics of the machine and a virtual reality model for visualisation.
