Lateralization of temporal lobe epilepsy by imaging-based response-driven multinomial multivariate models

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

Volumn , Issue , 2014, Pages 5595-5598

  Nazem Zadeh, Mohammad Reza ^a   Schwalb, Jason M ^a   Bagher Ebadian, Hassan ^a   Mahmoudi, Fariborz ^a   Hosseini, Mohammad Parsa ^a   Jafari Khouzani, Kourosh ^b   Elisevich, Kost V ^c   Soltanian Zadeh, Hamid ^a,d  

^a HENRY FORD HEALTH SYSTEM   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c SPECTRUM HEALTH   (United States)

^d UNIVERSITY OF TEHRAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; ERRORS; PROBABILITY; SURGERY;

MEAN AND STANDARD DEVIATIONS; MULTINOMIAL LOGISTICS; MULTIVARIATE IMAGING; MULTIVARIATE RESPONSE; PROBABILITY OF DETECTION; PROBABILITY OF FALSE ALARM; TEMPORAL LOBE EPILEPSY; TEMPORAL LOBE EPILEPSY PATIENTS;

NEUROLOGY;

ADULT; ALGORITHM; ELECTRODE; ELECTROENCEPHALOGRAPHY; FEMALE; HIPPOCAMPUS; HUMAN; IMAGE PROCESSING; MALE; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PROBABILITY; RETROSPECTIVE STUDY; SINGLE PHOTON EMISSION COMPUTER TOMOGRAPHY; STATISTICAL MODEL; TEMPORAL LOBE EPILEPSY;

ADULT; ALGORITHMS; ELECTRODES; ELECTROENCEPHALOGRAPHY; EPILEPSY, TEMPORAL LOBE; FEMALE; HIPPOCAMPUS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LOGISTIC MODELS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; PROBABILITY; RETROSPECTIVE STUDIES; TOMOGRAPHY, EMISSION-COMPUTED, SINGLE-PHOTON;

EID: 84929485757     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944895     Document Type: Conference Paper

References (7)

1. J. Engel Jr, "Surgery for seizures," New England Journal of Medicine, Vol. 334, no. 10, pp. 647-653, 1996.
2. K. Jafari-Khouzani, K. Elisevich, S. Patel, B. Smith, and H. Soltanian-Zadeh, "FLAIR signal and texture analysis for lateralizing mesial temporal lobe epilepsy," Neuroimage, Vol. 49, no. 2, pp. 1559-1571, 2010.
3. K. Jafari-Khouzani, K. Elisevich, K. C. Karvelis, and H. Soltanian-Zadeh, "Quantitative multi-compartmental SPECT image analysis for lateralization of temporal lobe epilepsy," Epilepsy research, Vol. 95, no. 1, pp. 35-50, 2011.
4. M. L. Lopez-Acevedo, M. Martinez-Lopez, R. Favila, and E. Roldan-Valadez, "Secondary MRI-findings, volumetric and spectroscopic measurements in mesial temporal sclerosis," Swiss Med Wkly, Vol. 142, pp. w13549, 2012.
5. M. Jenkinson, and S. Smith, "A global optimisation method for robust affine registration of brain images," Medical image analysis, Vol. 5, no. 2, pp. 143-156, 2001.
6. D. W. Hosmer Jr, S. Lemeshow, and R. X. Sturdivant, Applied logistic regression: Wiley. com, 2013.
7. R. R. Picard, and R. D. Cook, "Cross-validation of regression models," Journal of the American Statistical Association, Vol. 79, no. 387, pp. 575-583, 1984.