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Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks.
Mitra, Jhimli; Shen, Kai-Kai; Ghose, Soumya; Bourgeat, Pierrick; Fripp, Jurgen; Salvado, Olivier; Pannek, Kerstin; Taylor, D Jamie; Mathias, Jane L; Rose, Stephen.
Affiliation
  • Mitra J; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia; Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA. Electronic address: jhimli.mitra@case.edu.
  • Shen KK; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia. Electronic address: kaikai.shen@csiro.au.
  • Ghose S; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia; Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA. Electronic address: soumya.ghose@case.edu.
  • Bourgeat P; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia. Electronic address: pierrick.bourgeat@csiro.au.
  • Fripp J; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia. Electronic address: jurgen.fripp@csiro.au.
  • Salvado O; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia. Electronic address: olivier.salvado@csiro.au.
  • Pannek K; Department of Computing, Imperial College London, London, United Kingdom. Electronic address: kerstin.pannek@gmail.com.
  • Taylor DJ; Department of Radiology, The Royal Adelaide Hospital, Adelaide, SA, Australia. Electronic address: jamie.taylor@health.sa.gov.au.
  • Mathias JL; School of Psychology, University of Adelaide, Adelaide, SA, Australia. Electronic address: jane.mathias@adelaide.edu.au.
  • Rose S; CSIRO Health and Biosecurity, The Australian e-Health & Research Centre, Herston, QLD, Australia. Electronic address: stephen.rose@csiro.au.
Neuroimage ; 129: 247-259, 2016 Apr 01.
Article in En | MEDLINE | ID: mdl-26827816
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Diffuse Axonal Injury / Diffusion Tensor Imaging / White Matter / Machine Learning / Brain Injuries, Traumatic Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2016 Type: Article
Fulltext
Print
XML
PubMed Links
Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Diffuse Axonal Injury / Diffusion Tensor Imaging / White Matter / Machine Learning / Brain Injuries, Traumatic Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2016 Type: Article