Clinical Value of Machine Learning in the Automated Detection of Focal Cortical Dysplasia Using Quantitative Multimodal Surface-Based Features.
作者： Jia-Jie Mo , Jian-Guo Zhang , Wen-Ling Li , Chao Chen , Na-Jing Zhou
关键词:
摘要: Objective: To automatically detect focal cortical dysplasia (FCD) lesion by combining quantitative multimodal surface-based features with machine learning and to assess its …
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Pierre Besson, Neda Bernasconi, Olivier Colliot, Alan Evans, Andrea Bernasconi, Surface-Based Texture and Morphological Analysis Detects Subtle Cortical Dysplasia Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008. ,vol. 11, pp. 645- 652 ,(2008) , 10.1007/978-3-540-85988-8_77
Yoon Hee Kim, Hoon-Chul Kang, Dong-Seok Kim, Se Hoon Kim, Kyu-Won Shim, Heung Dong Kim, Joon Soo Lee, Neuroimaging in identifying focal cortical dysplasia and prognostic factors in pediatric and adolescent epilepsy surgery Epilepsia. ,vol. 52, pp. 722- 727 ,(2011) , 10.1111/J.1528-1167.2010.02950.X
Patrick Kwan, Alexis Arzimanoglou, Anne T. Berg, Martin J. Brodie, W. Allen Hauser, Gary Mathern, Solomon L. Moshé, Emilio Perucca, Samuel Wiebe, Jacqueline French, Definition of drug resistant epilepsy: consensus proposal by the ad hoc Task Force of the ILAE Commission on Therapeutic Strategies. Epilepsia. ,vol. 51, pp. 1069- 1077 ,(2009) , 10.1111/J.1528-1167.2009.02397.X
Douglas N. Greve, Lise Van der Haegen, Qing Cai, Steven Stufflebeam, Mert R. Sabuncu, Bruce Fischl, Marc Brysbaert, A Surface-based Analysis of Language Lateralization and Cortical Asymmetry Journal of Cognitive Neuroscience. ,vol. 25, pp. 1477- 1492 ,(2013) , 10.1162/JOCN_A_00405
Nadia Colombo, Laura Tassi, Francesco Deleo, Alberto Citterio, Manuela Bramerio, Roberto Mai, Ivana Sartori, Francesco Cardinale, Giorgio Lo Russo, Roberto Spreafico, Focal cortical dysplasia type IIa and IIb: MRI aspects in 118 cases proven by histopathology Neuroradiology. ,vol. 54, pp. 1065- 1077 ,(2012) , 10.1007/S00234-012-1049-1
Susanne Fauser, Charles Essang, Dirk-Matthias Altenmüller, Anke Maren Staack, Bernhard J. Steinhoff, Karl Strobl, Thomas Bast, Susanne Schubert-Bast, Ulrich Stephani, Gert Wiegand, Marco Prinz, Armin Brandt, Josef Zentner, Andreas Schulze-Bonhage, Long-term seizure outcome in 211 patients with focal cortical dysplasia. Epilepsia. ,vol. 56, pp. 66- 76 ,(2015) , 10.1111/EPI.12876
F. Chassoux, S. Rodrigo, F. Semah, F. Beuvon, E. Landre, B. Devaux, B. Turak, C. Mellerio, J.- F. Meder, F.- X. Roux, C. Daumas-Duport, P. Merlet, O. Dulac, C. Chiron, FDG-PET improves surgical outcome in negative MRI Taylor-type focal cortical dysplasias Neurology. ,vol. 75, pp. 2168- 2175 ,(2010) , 10.1212/WNL.0B013E31820203A9
Samson B Antel, D Louis Collins, Neda Bernasconi, Frederick Andermann, Rajjan Shinghal, Robert E Kearney, Douglas L Arnold, Andrea Bernasconi, None, Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis NeuroImage. ,vol. 19, pp. 1748- 1759 ,(2003) , 10.1016/S1053-8119(03)00226-X
Maxime Boucher, Sue Whitesides, Alan Evans, Depth potential function for folding pattern representation, registration and analysis Medical Image Analysis. ,vol. 13, pp. 203- 214 ,(2009) , 10.1016/J.MEDIA.2008.09.001
Imad M Najm, Richard A Prayson, Z Irene Wang, Andreas V Alexopoulos, Stephen E Jones, Zeenat Jaisani, The pathology of magnetic-resonance-imaging-negative epilepsy. Modern Pathology. ,vol. 26, pp. 1051- 1058 ,(2013) , 10.1038/MODPATHOL.2013.52