Neuroscience

Articles and news from the latest research reports.

Posts tagged statistics

86 notes

The Cost of War Includes at Least 253,330 Brain Injuries and 1,700 Amputations
Here are indications of the lingering costs of 11 years of warfare. Nearly 130,000 U.S. troops have been diagnosed with post-traumatic stress disorder, and vastly more have experienced brain injuries. Over 1,700 have undergone life-changing limb amputations. Over 50,000 have been wounded in action. As of Wednesday, 6,656 U.S. troops and Defense Department civilians have died.
That updated data (.pdf) comes from a new Congressional Research Service report into military casualty statistics that can sometimes be difficult to find — and even more difficult for American society to fully appreciate. It almost certainly understates the extent of the costs of war.
Start with post-traumatic stress disorder, or PTSD. Counting since 2001 across the U.S. military services, 129,731 U.S. troops have been diagnosed with the disorder since 2001. The vast majority of those, nearly 104,000, have come from deployed personnel.
But that’s the tip of the PTSD iceberg, since not all — and perhaps not even most — PTSD cases are diagnosed. The former vice chief of staff of the Army, retired Gen. Peter Chiarelli, has proposed dropping the “D” from PTSD so as not to stigmatize those who suffer from it — and, perhaps, encourage more veterans to seek diagnosis and treatment for it. (Not all veterans advocates agree with Chiarelli.)
The congressional study also brings to light the extent of one of the signature injuries of the post-9/11 wars, Traumatic Brain Injury (TBI), often suffered by survivors of explosions from homemade insurgent bombs. From 2000 (a pre-9/11 year probably chosen for inclusion for control purposes) to the end of 2012, some 253,330 troops have experienced TBI in some form. About 77 percent of those cases are classified by the Defense Department as “mild,” meaning a “confused or disoriented state lasting less than 24 hours; loss of consciousness for up to thirty minutes; memory loss lasting less than 24 hours; and structural brain imaging that yields normal results.”
More-severe TBI is measured along those metrics, lasting longer than a day. Nearly 6,500 of of those cases are “severe or penetrating TBI,” which include the effects of open head injuries, skull fractures, or projectiles lodged in the brain.
Like with PTSD, the TBI diagnoses scratch the surface. The military’s screening for TBI is notoriously bad: One former Army chief of staff described it as “basically a coin flip.” Worse, poor military medical technology, particularly in bandwidth-deprived areas like Iraq and Afghanistan, have made it uncertain that battlefield diagnoses of TBI actually transmit back to troops’ permanent medical files.
Amputations are a feature of any prolonged war. Almost 800 Iraq veterans have undergone “major limb” amputations, such as a leg, and another 194 have experienced partial foot, finger or other so-called “minor limb” losses. For Afghanistan veterans, those numbers are 696 and 28, respectively.
The Iraq war is over for all but a handful of U.S. troops and thousands of contractors. The Afghanistan war is in the process of a troop drawdown through 2014 of unknown speed and will feature a residual troop presence of unknown size. Even if the U.S. deaths and injuries in those wars may almost be over, the aftereffects of the wars on a huge number of veterans will not end.

The Cost of War Includes at Least 253,330 Brain Injuries and 1,700 Amputations

Here are indications of the lingering costs of 11 years of warfare. Nearly 130,000 U.S. troops have been diagnosed with post-traumatic stress disorder, and vastly more have experienced brain injuries. Over 1,700 have undergone life-changing limb amputations. Over 50,000 have been wounded in action. As of Wednesday, 6,656 U.S. troops and Defense Department civilians have died.

That updated data (.pdf) comes from a new Congressional Research Service report into military casualty statistics that can sometimes be difficult to find — and even more difficult for American society to fully appreciate. It almost certainly understates the extent of the costs of war.

Start with post-traumatic stress disorder, or PTSD. Counting since 2001 across the U.S. military services, 129,731 U.S. troops have been diagnosed with the disorder since 2001. The vast majority of those, nearly 104,000, have come from deployed personnel.

But that’s the tip of the PTSD iceberg, since not all — and perhaps not even most — PTSD cases are diagnosed. The former vice chief of staff of the Army, retired Gen. Peter Chiarelli, has proposed dropping the “D” from PTSD so as not to stigmatize those who suffer from it — and, perhaps, encourage more veterans to seek diagnosis and treatment for it. (Not all veterans advocates agree with Chiarelli.)

The congressional study also brings to light the extent of one of the signature injuries of the post-9/11 wars, Traumatic Brain Injury (TBI), often suffered by survivors of explosions from homemade insurgent bombs. From 2000 (a pre-9/11 year probably chosen for inclusion for control purposes) to the end of 2012, some 253,330 troops have experienced TBI in some form. About 77 percent of those cases are classified by the Defense Department as “mild,” meaning a “confused or disoriented state lasting less than 24 hours; loss of consciousness for up to thirty minutes; memory loss lasting less than 24 hours; and structural brain imaging that yields normal results.”

More-severe TBI is measured along those metrics, lasting longer than a day. Nearly 6,500 of of those cases are “severe or penetrating TBI,” which include the effects of open head injuries, skull fractures, or projectiles lodged in the brain.

Like with PTSD, the TBI diagnoses scratch the surface. The military’s screening for TBI is notoriously bad: One former Army chief of staff described it as “basically a coin flip.” Worse, poor military medical technology, particularly in bandwidth-deprived areas like Iraq and Afghanistan, have made it uncertain that battlefield diagnoses of TBI actually transmit back to troops’ permanent medical files.

Amputations are a feature of any prolonged war. Almost 800 Iraq veterans have undergone “major limb” amputations, such as a leg, and another 194 have experienced partial foot, finger or other so-called “minor limb” losses. For Afghanistan veterans, those numbers are 696 and 28, respectively.

The Iraq war is over for all but a handful of U.S. troops and thousands of contractors. The Afghanistan war is in the process of a troop drawdown through 2014 of unknown speed and will feature a residual troop presence of unknown size. Even if the U.S. deaths and injuries in those wars may almost be over, the aftereffects of the wars on a huge number of veterans will not end.

Filed under PTSD TBI ambutations statistics U.S. Military Casualty Statistics brain injury medicine science

18 notes


New statistical method provides way to analyze synchronized neural activity in animals
The synchronized electrical activity of multiple neurons gives rise to coordinated network activity. This cooperative activity is highly dynamic and widely thought to be critical for organization behavior and cognitive processes.
Current methods for the statistical analysis of synchronized activity can analyze pairs of cells or detect the existence of correlations between multiple neurons. However, there is no way of accurately determining specific groups of neurons that interact with each other, and how this activity changes with time.

New statistical method provides way to analyze synchronized neural activity in animals

The synchronized electrical activity of multiple neurons gives rise to coordinated network activity. This cooperative activity is highly dynamic and widely thought to be critical for organization behavior and cognitive processes.

Current methods for the statistical analysis of synchronized activity can analyze pairs of cells or detect the existence of correlations between multiple neurons. However, there is no way of accurately determining specific groups of neurons that interact with each other, and how this activity changes with time.

Filed under science neuroscience brain psychology neuron statistics animals neural activity

12 notes


Scientists have developed a statistical method using evolutionary information to significantly enhance the likelihood of identifying disease-associated alleles in the genome that show better consistency across populations.

The group’s research appeared in the advanced online issue of the journal Molecular Biology and Evolution. The new method is now available to use via the web, so that researchers worldwide can apply it as an aid to discovering disease-associated mutations that are more consistently reproducible and therefore useable as diagnostic markers. Kumar refers to this new approach, combining standard comparative genomic studies with phylogenetic data as phylomedicine, a rapidly developing field that promises to streamline genomic information and improve its diagnostic power.
Read more: Evolutionary information improves discovery of mutations associated with diseases

Scientists have developed a statistical method using evolutionary information to significantly enhance the likelihood of identifying disease-associated alleles in the genome that show better consistency across populations.

The group’s research appeared in the advanced online issue of the journal Molecular Biology and Evolution. The new method is now available to use via the web, so that researchers worldwide can apply it as an aid to discovering disease-associated mutations that are more consistently reproducible and therefore useable as diagnostic markers. Kumar refers to this new approach, combining standard comparative genomic studies with phylogenetic data as phylomedicine, a rapidly developing field that promises to streamline genomic information and improve its diagnostic power.

Read more: Evolutionary information improves discovery of mutations associated with diseases

Filed under science neuroscience brain psychology mutation disease genetics biology DNA statistics GWAS alleles

36 notes


Human beings have the ability to convert complex phenomena into a one-dimensional sequence of letters and put it down in writing. In this process, keywords serve to convey the content of the text. How letters and words correlate with the subject of a text is something Eduardo Altmann and his colleagues from the Max Planck Institute for the Physics of Complex Systems have studied with the help of statistical methods. They discovered that what denotes keywords is not the fact that they appear very frequently in a given text. It is that they are found in greater numbers only at certain points in the text. They also discovered that relationships exist between sections of text which are distant from each other, in the sense that they preferentially use the same words and letters.

Read more: In search of the key word: Bursts of certain words within a text are what make them keywords

Human beings have the ability to convert complex phenomena into a one-dimensional sequence of letters and put it down in writing. In this process, keywords serve to convey the content of the text. How letters and words correlate with the subject of a text is something Eduardo Altmann and his colleagues from the Max Planck Institute for the Physics of Complex Systems have studied with the help of statistical methods. They discovered that what denotes keywords is not the fact that they appear very frequently in a given text. It is that they are found in greater numbers only at certain points in the text. They also discovered that relationships exist between sections of text which are distant from each other, in the sense that they preferentially use the same words and letters.

Read more: In search of the key word: Bursts of certain words within a text are what make them keywords

Filed under science neuroscience brain psychology mathematics semantics language linguistics statistics correlation text analysis

free counters