Automated detection and segmentation of focal cortical dysplasias (FCDs) with artificial intelligence: Presentation of a novel convolutional neural network and its prospective clinical validation
出版年份 2021 全文链接
标题
Automated detection and segmentation of focal cortical dysplasias (FCDs) with artificial intelligence: Presentation of a novel convolutional neural network and its prospective clinical validation
作者
关键词
AI, Algorithm, Deep learning, MRI, 3D
出版物
EPILEPSY RESEARCH
Volume 172, Issue -, Pages 106594
出版商
Elsevier BV
发表日期
2021-02-25
DOI
10.1016/j.eplepsyres.2021.106594
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Clinical Value of Machine Learning in the Automated Detection of Focal Cortical Dysplasia Using Quantitative Multimodal Surface-Based Features
- (2019) Jia-Jie Mo et al. Frontiers in Neuroscience
- Artificial intelligence detection of distal radius fractures: a comparison between the convolutional neural network and professional assessments
- (2019) Kaifeng Gan et al. Acta Orthopaedica
- Improved Cancer Detection Using Artificial Intelligence: a Retrospective Evaluation of Missed Cancers on Mammography
- (2019) Alyssa T. Watanabe et al. JOURNAL OF DIGITAL IMAGING
- Automatic detection and localization of Focal Cortical Dysplasia lesions in MRI using fully convolutional neural network
- (2019) K.M. Bijay Dev et al. Biomedical Signal Processing and Control
- Optimizing Neuro-Oncology Imaging: A Review of Deep Learning Approaches for Glioma Imaging
- (2019) Madeleine Shaver et al. Cancers
- Deep learning-based detection system for multiclass lesions on chest radiographs: comparison with observer readings
- (2019) Sohee Park et al. EUROPEAN RADIOLOGY
- Automated detection of focal cortical dysplasia type II with surface-based magnetic resonance imaging postprocessing and machine learning
- (2018) Bo Jin et al. EPILEPSIA
- Impact of focal cortical dysplasia Type IIIa on seizure outcome following anterior mesial temporal lobe resection for the treatment of epilepsy
- (2018) Lasse Dührsen et al. JOURNAL OF NEUROSURGERY
- Gray-matter-specific MR imaging improves the detection of epileptogenic zones in focal cortical dysplasia: A new sequence called fluid and white matter suppression (FLAWS)
- (2018) Xin Chen et al. NeuroImage-Clinical
- Development of high-resolution 3D MR fingerprinting for detection and characterization of epileptic lesions
- (2018) Dan Ma et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- Voxel-based magnetic resonance image postprocessing in epilepsy
- (2017) Pascal Martin et al. EPILEPSIA
- Thin isotropic FLAIR MR images at 1.5T increase the yield of focal cortical dysplasia transmantle sign detection in frontal lobe epilepsy
- (2017) Vasileios Kokkinos et al. EPILEPSY RESEARCH
- SimpleITK Image-Analysis Notebooks: a Collaborative Environment for Education and Reproducible Research
- (2017) Ziv Yaniv et al. JOURNAL OF DIGITAL IMAGING
- 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
- Computer-Extracted Texture Features to Distinguish Cerebral Radionecrosis from Recurrent Brain Tumors on Multiparametric MRI: A Feasibility Study
- (2016) P. Tiwari et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Computational analysis in epilepsy neuroimaging: A survey of features and methods
- (2016) Lohith G. Kini et al. NeuroImage-Clinical
- Cortical feature analysis and machine learning improves detection of “MRI-negative” focal cortical dysplasia
- (2015) Bilal Ahmed et al. EPILEPSY & BEHAVIOR
- Morphometric MRI analysis enhances visualization of cortical tubers in tuberous sclerosis
- (2015) Patrick M. House et al. EPILEPSY RESEARCH
- 3T MRI improves the detection of transmantle sign in type 2 focal cortical dysplasia
- (2013) Charles Mellerio et al. EPILEPSIA
- Comparison of morphometric analysis based on T1- and T2-weighted MRI data for visualization of focal cortical dysplasia
- (2013) Patrick M. House et al. EPILEPSY RESEARCH
- The pathology of magnetic-resonance-imaging-negative epilepsy
- (2013) Z Irene Wang et al. MODERN PATHOLOGY
- Morphometric MRI analysis improves detection of focal cortical dysplasia type II
- (2011) J. Wagner et al. BRAIN
- Fluid and white matter suppression with the MP2RAGE sequence
- (2011) Mark Tanner et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- 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
- Assessment and surgical outcomes for mild type I and severe type II cortical dysplasia: A critical review and the UCLA experience
- (2009) Jason T. Lerner et al. EPILEPSIA
- Qualitative Comparison of 3-T and 1.5-T MRI in the Evaluation of Epilepsy
- (2008) Pramit M. Phal et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Voxel-based 3D MRI analysis helps to detect subtle forms of subcortical band heterotopia
- (2008) Hans-Jürgen Huppertz et al. EPILEPSIA
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now