Training neural networks with deficient data

February 2013: Vitamin D Deficiency in Children with Spina Bifida
Acquisition training

Second World Congress on Spina Bifida Research and Care | Original Link

Vitamin D deficiency is common in children. However, children with Spina Bifida (SB) may have unique predisposing factors to Vitamin D deficiency such as immobility leading to decreased sun exposure, dietary limitations, and chronic kidney disease. Children with SB have higher rates of fractures than other children, with risk factors including higher level of neurologic defect, decreased sensation, osteopenia, and non-ambulatory status.

Researchers at Children’s Hospital, Harvard Medical School conducted a retrospective chart review of patients in the Children’s Hospital Boston Myelodysplasia Program from 1999 to October 2011, age 1 month to 19 years old to determine the prevalence of Vitamin D deficiency among children and adolescents with SB and to determine the relation between Vitamin D status and fracture risk. Data on the first 250 subjects was presented (108 male, 142 female). Of those 250, data was available for 166.

Source: Faces of Spina Bifida magazine

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Final debt post

2004-11-19 09:45:11 by Semi

The chart above shows the deficit rose to a whopping US$166.2 billion for the second quarter of 2004. Annualized, that's $664.8 billion, or approaching 6.5% of US gross domestic product. As bad as this seems, it will probably get worse before it gets better. We are locked into a set of "daunting arithmetic", says Richard Berner, an economist with Morgan Stanley. He says, "The daunting arithmetic locks the current-account gap into a vicious circle that is hard to escape." Berner cites several reasons he thinks the deficit will get worse:1) Imports of goods, services and income are 40% bigger than exports. And this ratio is on the rise again.2) Higher US interest rates will increase debt payments to foreign debt holders.3) Iraq war and redevelopment.4) Slowdown in global growth,...

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2007-06-11 17:33:56 by welcome2MexiCanAmerica

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