A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features
出版年份 2020 全文链接
标题
A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features
作者
关键词
-
出版物
Frontiers in Neuroinformatics
Volume 14, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2020-06-11
DOI
10.3389/fninf.2020.00025
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。- Evaluation of Functional Decline in Alzheimer’s Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements
- (2019) Muhammad Naveed Iqbal Qureshi et al. Frontiers in Aging Neuroscience
- Resting State Dynamic Functional Connectivity in Neurodegenerative Conditions: A Review of Magnetic Resonance Imaging Findings
- (2019) Massimo Filippi et al. Frontiers in Neuroscience
- Machine Learning-Based Framework for Differential Diagnosis Between Vascular Dementia and Alzheimer's Disease Using Structural MRI Features
- (2019) Yineng Zheng et al. Frontiers in Neurology
- Anti-Amyloid-β Monoclonal Antibodies for Alzheimer’s Disease: Pitfalls and Promise
- (2018) Christopher H. van Dyck BIOLOGICAL PSYCHIATRY
- Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex
- (2018) Salim Arslan et al. NEUROIMAGE
- Review: Vascular dementia: clinicopathologic and genetic considerations
- (2018) H. V. Vinters et al. NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY
- Use of multimodality imaging and artificial intelligence for diagnosis and prognosis of early stages of Alzheimer's disease
- (2018) Xiaonan Liu et al. Translational Research
- Specific Patterns of White Matter Alterations Help Distinguishing Alzheimer's and Vascular Dementia
- (2018) Fulvia Palesi et al. Frontiers in Neuroscience
- Fractional Anisotropy Changes in Alzheimer's Disease Depend on the Underlying Fiber Tract Architecture: A Multiparametric DTI Study using Joint Independent Component Analysis
- (2018) Stefan J. Teipel et al. JOURNAL OF ALZHEIMERS DISEASE
- Functional Disintegration of the Default Mode Network in Prodromal Alzheimer’s Disease
- (2017) Kim N.H. Dillen et al. JOURNAL OF ALZHEIMERS DISEASE
- Functional network integrity presages cognitive decline in preclinical Alzheimer disease
- (2017) Rachel F. Buckley et al. NEUROLOGY
- Prediction and classification of Alzheimer disease based on quantification of MRI deformation
- (2017) Xiaojing Long et al. PLoS One
- Machine learning and microsimulation techniques on the prognosis of dementia: A systematic literature review
- (2017) Ana Luiza Dallora et al. PLoS One
- Thalamic pathology and memory loss in early Alzheimer’s disease: moving the focus from the medial temporal lobe to Papez circuit
- (2016) John P. Aggleton et al. BRAIN
- Advanced magnetic resonance imaging of neurodegenerative diseases
- (2016) Federica Agosta et al. NEUROLOGICAL SCIENCES
- Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion
- (2016) Baiying Lei et al. Frontiers in Aging Neuroscience
- Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM
- (2015) Martin Dyrba et al. HUMAN BRAIN MAPPING
- A comprehensive assessment of resting state networks: bidirectional modification of functional integrity in cerebro-cerebellar networks in dementia
- (2014) Gloria Castellazzi et al. Frontiers in Neuroscience
- Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis
- (2013) Manhua Liu et al. HUMAN BRAIN MAPPING
- Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification
- (2013) Feng Liu et al. NEUROIMAGE
- Neuropathological Alterations in Alzheimer Disease
- (2013) A. Serrano-Pozo et al. Cold Spring Harbor Perspectives in Medicine
- The diagnosis of dementia due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer's disease
- (2011) Guy M. McKhann et al. Alzheimers & Dementia
- Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns
- (2011) W. R. Shirer et al. CEREBRAL CORTEX
- Epidemiology of Alzheimer disease
- (2011) Christiane Reitz et al. Nature Reviews Neurology
- Multimodal classification of Alzheimer's disease and mild cognitive impairment
- (2011) Daoqiang Zhang et al. NEUROIMAGE
- Robust statistics for outlier detection
- (2011) Peter J. Rousseeuw et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Complex network measures of brain connectivity: Uses and interpretations
- (2009) Mikail Rubinov et al. NEUROIMAGE
- Twenty years after Spinnler and Tognoni: new instruments in the Italian neuropsychologist’s toolbox
- (2008) Angelo Bianchi et al. NEUROLOGICAL SCIENCES
- Progression of Cerebral Small Vessel Disease in Relation to Risk Factors and Cognitive Consequences
- (2008) Ewoud J. van Dijk et al. STROKE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started