Use of Support Vector Machines Approach via ComBat Harmonized Diffusion Tensor Imaging for the Diagnosis and Prognosis of Mild Traumatic Brain Injury: A CENTER-TBI Study

Author:

Siqueira Pinto Maíra123,Winzeck Stefan45,Kornaropoulos Evgenios N.5,Richter Sophie5,Paolella Roberto236,Correia Marta M.7,Glocker Ben4,Williams Guy8,Vik Anne910,Posti Jussi P.11,Haberg Asta912,Stenberg Jonas912,Guns Pieter-Jan13,den Dekker Arnold J.23,Menon David K.5,Sijbers Jan23,Van Dyck Pieter114,Newcombe Virginia F. J.5,

Affiliation:

1. Department of Radiology, Antwerp University Hospital, Antwerp, Belgium.

2. imec-Vision Lab, University of Antwerp, Antwerp, Belgium.

3. μNEURO Research Center of Excellence, University of Antwerp, Antwerp, Belgium.

4. BioMedIA Group, Department of Computing, Imperial College London, London, United Kingdom.

5. Division of Anaesthesia, Department of Medicine, Department of Neurosciences, University of Cambridge, Cambridge, United Kingdom.

6. Icometrix, Leuven, Belgium.

7. MRC Cognition and Brain Sciences Unit, Department of Neurosciences, University of Cambridge, Cambridge, United Kingdom.

8. Wolfson Brain Imaging Centre, Department of Neurosciences, University of Cambridge, Cambridge, United Kingdom.

9. Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.

10. Department of Neurosurgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.

11. Department of Neurosurgery and Turku Brain Injury Center, Turku University Hospital and University of Turku, Turku, Finland.

12. Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.

13. Physiopharmacology, University of Antwerp, Antwerp, Belgium.

14. mVISION, University of Antwerp, Antwerp, Belgium.

Publisher

Mary Ann Liebert Inc

Subject

Neurology (clinical)

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