Support Vector Machine with nonlinear-kernel optimization for lateralization of epileptogenic hippocampus in MR images

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 1047-1050

  Hosseini, Mohammad Parsa ^a,b   Nazem Zadeh, Mohammad R ^a   Mahmoudi, Fariborz ^a   Ying, Hao ^b   Soltanian Zadeh, Hamid ^a,c  

^a HENRY FORD HEALTH SYSTEM   (United States)

^b Wayne State University   (United States)

^c UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Epilepsy; Hippocampus; Lateralization; Magnetic Resonance Imaging (MRI); Support Vector Machine (SVM)

Indexed keywords

BRAIN; ERRORS; IMAGE SEGMENTATION; NEUROLOGY; PATIENT REHABILITATION; PATTERN RECOGNITION; PROBABILITY; RADIAL BASIS FUNCTION NETWORKS; STATISTICAL METHODS; SUPPORT VECTOR MACHINES; SURGERY;

EPILEPSY; FLUID ATTENUATED INVERSION RECOVERIES; HIPPOCAMPUS; LATERALIZATION; LEAVE-ONE-OUT CROSS VALIDATIONS; MAGNETIC RESONANCE IMAGING (MRI); MESIAL TEMPORAL LOBE EPILEPSIES (MTLE); NONLINEAR SUPPORT VECTOR MACHINES;

MAGNETIC RESONANCE IMAGING;

ANATOMY AND HISTOLOGY; ARTIFICIAL NEURAL NETWORK; DIAGNOSTIC IMAGING; EPILEPSY, TEMPORAL LOBE; FEMALE; HIPPOCAMPUS; HUMAN; MALE; NORMAL DISTRIBUTION; NUCLEAR MAGNETIC RESONANCE IMAGING; RADIOGRAPHY; SUPPORT VECTOR MACHINE;

EPILEPSY, TEMPORAL LOBE; FEMALE; HIPPOCAMPUS; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NEURAL NETWORKS (COMPUTER); NORMAL DISTRIBUTION; RADIOGRAPHY; SUPPORT VECTOR MACHINE;

EID: 84929463949     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6943773     Document Type: Conference Paper

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