scholarly journals Data mining to understand health status preceding traumatic brain injury

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Tatyana Mollayeva ◽  
Mitchell Sutton ◽  
Vincy Chan ◽  
Angela Colantonio ◽  
Sayantee Jana ◽  
...  
2020 ◽  
Vol 101 (9) ◽  
pp. 1523-1531
Author(s):  
Vincy Chan ◽  
Mitchell Sutton ◽  
Tatyana Mollayeva ◽  
Michael D. Escobar ◽  
Mackenzie Hurst ◽  
...  

2009 ◽  
Vol 8 (1) ◽  
pp. 61-63
Author(s):  
D. V. Kolmakov

In this work, we have analyzed 2 774 case records of children after traumatic brain injury for the period of 2003 to 2007 (based on materials of the Tomsk Municipal Children’s Hospital No. 4). The age structure and causes of a traumatic brain injury have been analyzed. Most often complaints of children coming to the hospital are revealed, as well as typical changes in the cerebral hemodynamics (from the data of по данным rheoencephalography) and some parameters characterizing the neurological status of patients immediately after the injury and six months later. Based on the analysis of case records and health status questionnaires of children having traumatic brain injury up to six months later, it is shown that parents of patients in some cases do not adhere doctor’s recommendations after leaving the hospital. The therapy of traumatic brain injury in children requires successive treatment in hospital and at home and development of simple and acceptable rehabilitation schemes for children.


2012 ◽  
Author(s):  
Ryan J. Kalpinski ◽  
Timothy R. Elliott ◽  
Jack W. Berry ◽  
Andrea T. Underhill ◽  
Phillip R. Fine

2020 ◽  
Vol 139 ◽  
pp. 106213
Author(s):  
Tatyana Mollayeva ◽  
Mackenzie Hurst ◽  
Vincy Chan ◽  
Michael Escobar ◽  
Mitchell Sutton ◽  
...  

Author(s):  
Jillian Gauld

Mild traumatic brain injury (mTBI), or concussion, is one of the most common forms of injury sustained throughout Operations Iraqi Freedom and Enduring Freedom. Diagnosis is difficult for many of the symptoms are very common and may not manifest themselves immediately after the injury. Many studies on blast‐related mTBI have been published from research regarding the current war in Iraq and Afghanistan. Continuous work is underway to more accurately determine its causes and symptoms, as mTBI is considered difficult to diagnose. Using the Oak Ridge National Laboratory (ORNL) developed data mining software PIRANHA, an integrative literature analysis was conducted to assist and facilitate possible research on the processes of mTBI. Data were collected from academic databases as well as PIRANHA’s internet search function. The PIRANHA categories feature was employed to visualize the areas of overlapping research regarding manifestations of mTBI relating to the biological processes and behavioral changes. PIRANHA was also used to review current research on mTBI, including animal testing on mice and swine. The integrated results from these data mining analyses revealed areas that could be studied further, as well as a clearer indication of the specific processes of mTBI. These results can contribute to ORNL’s current LDRD, an mTBI‐specific project.  


2021 ◽  
Vol 102 (10) ◽  
pp. e7
Author(s):  
Vincy Chan ◽  
Mitchell Sutton ◽  
Tatyana Mollayeva ◽  
Michael Escobar ◽  
Mackenzie Hurst ◽  
...  

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