In cases after the 64-channel CT machine became available, the raw axial 2D CT data were uploaded to a workstation, and volume-rendering software was used to reconstruct the sagittal and coronal planes using a standard algorithm.
This may, however, change as the next generation of machines becomes available, which will be priced at a fraction of the cost of current devices.
Probst blamed the company's problems on one of the cyclical downturns that hits the game industry every four or five years, when a new generation of gaming machines become available; this fall, both the PlayStation 3, from Sony, and Nintendo's Wii system go on sale.
Overall, the results are encouraging and suggest that as more systematic data from nanoparticles becomes available, machine learning and data mining would become a powerful aid in the design of nanoparticles for biomedical applications.
As new biochemical information becomes available, the machine learning approach to model building used here should be easier to update than a heuristic approach.
These human "components" are already saving and extending lives, but once nanotechnology, or the manufacture of tiny machines at the atomic level, becomes available, we will have entered an entirely new paradigm.
They plan to upgrade the machine to 2,048 qubits when this becomes available, probably within the next year or two.
A Displair spokeswoman said that the machine will become available for consumers in about five years.
As more high quality training data becomes available, the improvements in machine learning methods will likely continue, but the alternative approaches still provide valuable complementary information.
The machine learns where the best clusters are and can even move the boundaries as more data becomes available.
