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Breast cancer cells are traditionally examined under a microscope by a human, who decides the degree of cancer present. People are inconsistent in these judgements from day to day and from person to person.
A BrainMaker neural network that classifies breast cancer cells has been developed. The system was developed by Andrea Dawson, MD of the University of Rochester Medical Center, Richard Austin, MD of the University of California at San Francisco, and David Weinberg, MD, PhD of the Brigham and Womens' Hospital and Harvard Medical School of Boston. Initial comparisons showed that BrainMaker is in good agreement with human observer cancer classifications.
Cancer cells are measured with the CAS-100 (Cell Analysis System, Elmhurst, IL). There are 17 inputs to the neural network which represent morphometric features such as density and texture. There are four network outputs representing nuclear grading. The cancerous nucleus is graded as being well, moderate, or poorly differentiated, or as benign. Correct grade assignments were made between 52% and 89% of the time on cases not seen during training. The lower success rate (for well differentiated) may have been due to the smaller percentage of this
Source: Dusty's Bolg
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A Pascal's Wager you should seriously consider2010-07-05 06:09:35 by magicthighs
With the stock market lurching again, plenty of investors are nervous, and some are downright bearish. Then theres Robert Prechter, the market forecaster and social theorist, who is in another league entirely.
Prechter is convinced we have entered a market decline of staggering proportions perhaps the biggest of the last 300 years.
In a series of phone conversations and e-mail exchanges last week, he said that no other forecaster was likely to accept his reasoning, which is based on his version of the Elliott Wave theory a technical approach to market analysis that he embraces with evangelical fervor.
Originating in the writings of Ralph Nelson Elliott, an obscure accountant who found repetitive patterns, or "fractals," in the stock market of the 1930s and...
I truly enjoy Nat Geo magazine's secular stance2008-12-03 12:23:43 by Snakebyte_XX
For example, there's a story about King Herod in the December issue that goes into great detail about his rein.
It's distinguished by passages such as this one:
Yet today he is best known as the sly and murderous monarch of Matthew's Gospel, who slaughtered every male infant in Bethlehem in an unsuccessful attempt to kill the newborn Jesus, the prophesied King of the Jews. During the Middle Ages he became an image of the Antichrist: Illuminated manuscripts and Gothic gargoyles show him tearing his beard in mad fury and brandishing his sword at the luckless infants, with Satan whispering in his ear. Herod is almost certainly innocent of this crime, of which there is no report apart from Matthew's account.
and this one:
And for good reason2007-12-16 20:40:10 by spudmuck
The other side recycles the "models-are-inaccurate" argument because it they remain the only evidence offered that humans are responsible for any observed shift in the climate. Without those models there is every indication that what we are experiencing is a normal, natural occurance and any influence humans have is minimal at worst. Those models are the GW camps stock in trade. Without those models they have nothing, or at best very little.
As the primary evidence offered for the theory any critical examination will focus on those models.
As far as credentials go it seems to me the pro-GW camp play pretty fast and loose with this as well. There are many contributors to the IPCC reports whose primary speciality is not climateology. And many that would not qualify as...
AWEX Merino Cardings Price Guide drop sharply — Fibre2fashion.com
... in commodity prices; and in the transfer of investor funds from Australia to the “safe havens” of US Treasury bonds, the Swiss Franc and the Yen. The transfer of funds from Australia results in a lower Australian exchange rate with the United States.
Inflation expected to fall - RBNZ survey — TVNZ
They're picking the Australian exchange rate to be 79 cents by the end of March next year. The kiwi recently traded at 76.48 US cents and 77.30 Australian cents. The Reserve Bank surveyed 71 firms out of a sample of 118, and was conducted by Nielsen.
Forex on Five Hours a Week: How to Make Money Trading on Your Own Time (Wiley Trading)