Clinical Value of Machine Learning in the Automated Detection of Focal Cortical Dysplasia Using Quantitative Multimodal Surface-Based Features
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Title
Clinical Value of Machine Learning in the Automated Detection of Focal Cortical Dysplasia Using Quantitative Multimodal Surface-Based Features
Authors
Keywords
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Journal
Frontiers in Neuroscience
Volume 12, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2019-01-11
DOI
10.3389/fnins.2018.01008
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Note: Only part of the references are listed.- Automated detection of focal cortical dysplasia type II with surface-based magnetic resonance imaging postprocessing and machine learning
- (2018) Bo Jin et al. EPILEPSIA
- Morphometric analysis on T1-weighted MRI complements visual MRI review in focal cortical dysplasia
- (2018) Lily C. Wong-Kisiel et al. EPILEPSY RESEARCH
- Quantitative surface analysis of combined MRI and PET enhances detection of focal cortical dysplasias
- (2018) Yee-Leng Tan et al. NEUROIMAGE
- Planning and management of SEEG
- (2018) Francine Chassoux et al. NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY
- Extratemporal resections in pediatric epilepsy surgery-an overview
- (2017) Jeffrey P. Blount EPILEPSIA
- Multimodal FLAIR/MPRAGE segmentation of cerebral cortex and cortical myelin
- (2017) Roberto Viviani et al. NEUROIMAGE
- Multimodal MRI profiling of focal cortical dysplasia type II
- (2017) Seok-Jun Hong et al. NEUROLOGY
- Recent Advances in Epilepsy Surgery and Achieving Best Outcomes Using High-Frequency Oscillations, Diffusion Tensor Imaging, Magnetoencephalography, Intraoperative Neuromonitoring, Focal Cortical Dysplasia, and Bottom of Sulcus Dysplasia
- (2017) Nessa Timoney et al. NEUROSURGERY
- Histopathological Findings in Brain Tissue Obtained during Epilepsy Surgery
- (2017) Ingmar Blumcke et al. NEW ENGLAND JOURNAL OF MEDICINE
- Novel surface features for automated detection of focal cortical dysplasias in paediatric epilepsy
- (2017) Sophie Adler et al. NeuroImage-Clinical
- Automated Online Quantification Method for 18F-FDG Positron Emission Tomography/CT Improves Detection of the Epileptogenic Zone in Patients with Pharmacoresistant Epilepsy
- (2017) Vanessa Cristina Mendes Coelho et al. Frontiers in Neurology
- 7T MRI in focal epilepsy with unrevealing conventional field strength imaging
- (2016) Alessio De Ciantis et al. EPILEPSIA
- Evaluation of neonatal brain myelination using the T1- and T2-weighted MRI ratio
- (2016) Jennifer E. Soun et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- Machine learning approaches in medical image analysis: From detection to diagnosis
- (2016) Marleen de Bruijne MEDICAL IMAGE ANALYSIS
- Surgical treatment of pediatric focal cortical dysplasia
- (2016) Hye Eun Kwon et al. NEUROLOGY
- Computational analysis in epilepsy neuroimaging: A survey of features and methods
- (2016) Lohith G. Kini et al. NeuroImage-Clinical
- Long-term seizure outcome in 211 patients with focal cortical dysplasia
- (2014) Susanne Fauser et al. EPILEPSIA
- Automated detection of cortical dysplasia type II in MRI-negative epilepsy
- (2014) S.-J. Hong et al. NEUROLOGY
- A Surface-based Analysis of Language Lateralization and Cortical Asymmetry
- (2013) Douglas N. Greve et al. JOURNAL OF COGNITIVE NEUROSCIENCE
- The pathology of magnetic-resonance-imaging-negative epilepsy
- (2013) Z Irene Wang et al. MODERN PATHOLOGY
- Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data
- (2012) R. Cuingnet et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Accuracy and precision of vessel area assessment: Manual versus automatic lumen delineation based on full-width at half-maximum
- (2012) Maarten A.G. Merkx et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- Machine learning and radiology
- (2012) Shijun Wang et al. MEDICAL IMAGE ANALYSIS
- Within-subject template estimation for unbiased longitudinal image analysis
- (2012) Martin Reuter et al. NEUROIMAGE
- Focal cortical dysplasia type IIa and IIb: MRI aspects in 118 cases proven by histopathology
- (2012) Nadia Colombo et al. NEURORADIOLOGY
- Bottom-of-Sulcus Dysplasia: Imaging Features
- (2011) Paul A. M. Hofman et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Neuroimaging in identifying focal cortical dysplasia and prognostic factors in pediatric and adolescent epilepsy surgery
- (2011) Yoon Hee Kim et al. EPILEPSIA
- INTRINSIC CURVATURE: A MARKER OF MILLIMETER-SCALE TANGENTIAL CORTICO-CORTICAL CONNECTIVITY?
- (2011) LISA RONAN et al. International Journal of Neural Systems
- The clinicopathologic spectrum of focal cortical dysplasias: A consensus classification proposed by an ad hoc Task Force of the ILAE Diagnostic Methods Commission1
- (2010) Ingmar Blümcke et al. EPILEPSIA
- FDG-PET improves surgical outcome in negative MRI Taylor-type focal cortical dysplasias
- (2010) F. Chassoux et al. NEUROLOGY
- Definition of drug resistant epilepsy: Consensus proposal by the ad hoc Task Force of the ILAE Commission on Therapeutic Strategies
- (2009) Patrick Kwan et al. EPILEPSIA
- Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation
- (2009) J.D. Rodriguez et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Age-associated alterations in cortical gray and white matter signal intensity and gray to white matter contrast
- (2009) D.H. Salat et al. NEUROIMAGE
- 35. Intraoperative electrocorticography patterns in medial temporal lobe epilepsy with dual pathology
- (2008) L. Morales Chacón et al. CLINICAL NEUROPHYSIOLOGY
- Depth potential function for folding pattern representation, registration and analysis
- (2008) Maxime Boucher et al. MEDICAL IMAGE ANALYSIS
- FDG-PET/MRI coregistration improves detection of cortical dysplasia in patients with epilepsy
- (2008) N. Salamon et al. NEUROLOGY
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