Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury

Author(s):  
Akul Sharma ◽  
Rachael Garner ◽  
Marianna La Rocca ◽  
Celina Alba ◽  
Yenlin Lee ◽  
...  
2007 ◽  
Vol 24 (8) ◽  
pp. 1378-1386 ◽  
Author(s):  
Daniele Marciano ◽  
Esther Shohami ◽  
Yoel Kloog ◽  
Alexander Alexandrovitch ◽  
Rachel Brandeis ◽  
...  

2007 ◽  
Vol 24 (1) ◽  
pp. 106-118 ◽  
Author(s):  
Rebecca N. Ichord ◽  
Maryam Naim ◽  
Avrum N. Pollock ◽  
Michael L. Nance ◽  
Susan S. Margulies ◽  
...  

Injury ◽  
2009 ◽  
Vol 40 ◽  
pp. S16-S17
Author(s):  
L. Cardamone ◽  
C. Liu ◽  
J. Williams ◽  
D. Myers ◽  
T.J. O’Brien

2017 ◽  
Vol 13 ◽  
pp. 174-180 ◽  
Author(s):  
Mehrbod Mohammadian ◽  
Timo Roine ◽  
Jussi Hirvonen ◽  
Timo Kurki ◽  
Henna Ala-Seppälä ◽  
...  

2008 ◽  
Vol 25 (10) ◽  
pp. 1153-1162 ◽  
Author(s):  
Nicholas R. Galloway ◽  
Karen A. Tong ◽  
Stephen Ashwal ◽  
Udochukwu Oyoyo ◽  
André Obenaus

2005 ◽  
Vol 22 (8) ◽  
pp. 857-872 ◽  
Author(s):  
H.P. Van Putten ◽  
M.G. Bouwhuis ◽  
J.P. Muizelaar ◽  
B.G. Lyeth ◽  
R.F. Berman

Author(s):  
CA Elliott ◽  
V Mehta ◽  
V Ramaswamy

Background: Inflicted head injury is a major cause of infant morbidity and mortality. The extent of traumatic brain injury in infants is often best characterized by diffusion weighted magnetic resonance imaging. In this cases series we describe four infants aged 6-19 months, with small unilateral subdural hematomas secondary to abusive head trauma accompanied by extensive areas of restricted diffusion weighted imaging isolated to the cerebral white matter. Methods: Retrospective, single-centre case series of four children with small unilateral subdural hematomas with early and delayed MR imaging with diffusion weighted imaging. Results: In three cases there was acute diffusion restriction ispilateral to the subdural, while in one case diffusion restriction was present bilaterally. All patients had multiple seizures and bilateral multilayered retinal hemorrhages. After non-surgical treatment, all patients survived albeit with significant motor and cognitive deficits and significant cortical atrophy on long-term followup imaging. Conclusions: These four cases highlight that relatively small subdural hematomas following child abuse can manifest with extensive white matter injury only evident at early stages with diffusion weighted imaging. We propose that selective white matter injury as a result of either reperfusion or axonal degeneration in response to the initial insult accounts for this novel pattern of infantile traumatic brain injury.


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