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
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started