Kewei Chen
Orcid: 0000-0001-8497-3069Affiliations:
- Banner Alzheimer Institute and Samaritan PET Center, Phoenix, USA
According to our database1,
Kewei Chen
authored at least 87 papers
between 1995 and 2023.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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Bibliography
2023
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects.
IEEE Trans. Comput. Soc. Syst., December, 2023
A Shortened Model for Logan Reference Plot Implemented via the Self-Supervised Neural Network for Parametric PET Imaging.
IEEE Trans. Medical Imaging, October, 2023
A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry.
CoRR, 2023
2022
A Computational Monte Carlo Simulation Strategy to Determine the Temporal Ordering of Abnormal Age Onset Among Biomarkers of Alzheimer's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding.
CoRR, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Investigating the Effect of Tau Deposition and Apoe on Hippocampal Morphometry in Alzheimer's Disease: A Federated Chow Test Model.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Relationship between the disrupted topological efficiency of the structural brain connectome and glucose hypometabolism in normal aging.
NeuroImage, 2021
Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition.
Medical Image Anal., 2021
Medical Image Anal., 2021
A novel transfer learning model for predictive analytics using incomplete multimodality data.
IISE Trans., 2021
Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy.
CoRR, 2021
2020
Computing Univariate Neurodegenerative Biomarkers with Volumetric Optimal Transportation: A Pilot Study.
Neuroinformatics, 2020
Longitudinal white matter and cognitive development in pediatric carriers of the apolipoprotein ε4 allele.
NeuroImage, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Changes in the Functional and Structural Default Mode Network Across the Adult Lifespan Based on Partial Least Squares.
IEEE Access, 2019
2018
ADMultiImg: a novel missing modality transfer learning based CAD system for diagnosis of MCI due to AD using incomplete multi-modality imaging data.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Hippocampus morphometry study on pathology-confirmed Alzheimer's disease patients with surface multivariate morphometry statistics.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Pattern Recognit., 2017
Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning.
Frontiers Comput. Neurosci., 2017
Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment.
Comput. Methods Programs Biomed., 2017
Deep-learning-based classification of FDG-PET data for Alzheimer's disease categories.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Diagnosis on Mild Cognitive Impairment Patients for Alzheimer Disease with Missing Data.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Multi-Feature Kernel Discriminant Dictionary Learning for Classification in Alzheimer's Disease.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
2016
Supervised within-class-similar discriminative dictionary learning for face recognition.
J. Vis. Commun. Image Represent., 2016
Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry.
NeuroImage, 2015
Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment.
Comput. Methods Programs Biomed., 2015
2014
Frontiers Comput. Neurosci., 2014
Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks.
Frontiers Comput. Neurosci., 2014
2013
Improved Estimation of the Number of Independent Components for Functional Magnetic Resonance Data by a Whitening Filter.
IEEE J. Biomed. Health Informatics, 2013
The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
A Sparse Structure Learning Algorithm for Gaussian Bayesian Network Identification from High-Dimensional Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Fat-free body mass but not fat mass is associated with reduced gray matter volume of cortical brain regions implicated in autonomic and homeostatic regulation.
NeuroImage, 2013
2012
Postprandial plasma PYY concentrations are associated with increased regional gray matter volume and rCBF declines in caudate nuclei - A combined MRI and H<sub>2</sub><sup>15</sup>O PET study.
NeuroImage, 2012
Correlations between FDG PET glucose uptake-MRI gray matter volume scores and apolipoprotein E ε4 gene dose in cognitively normal adults: A cross-validation study using voxel-based multi-modal partial least squares.
NeuroImage, 2012
J. Sci. Comput., 2012
2011
Association between GAB2 haplotype and higher glucose metabolism in Alzheimer's disease-affected brain regions in cognitively normal APOEε4 carriers.
NeuroImage, 2011
Corrigendum to "Association between GAB2 haplotype and higher glucose metabolism in Alzheimer's disease-affected brain regions in cognitively normal APOEε4 carriers" [NeuroImage 54/3 (2011) 1896-1902].
NeuroImage, 2011
Large-scale directional connections among multi resting-state neural networks in human brain: A functional MRI and Bayesian network modeling study.
NeuroImage, 2011
Accurate measurement of brain changes in longitudinal MRI scans using tensor-based morphometry.
NeuroImage, 2011
NeuroImage, 2011
Computer, 2011
Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Brain effective connectivity modeling for alzheimer's disease by sparse gaussian bayesian network.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
2010
Identification and validation of effective connectivity networks in functional magnetic resonance imaging using switching linear dynamic systems.
NeuroImage, 2010
Imaging systems level consolidation of novel associate memories: A longitudinal neuroimaging study.
NeuroImage, 2010
Higher serum total cholesterol levels in late middle age are associated with glucose hypometabolism in brain regions affected by Alzheimer's disease and normal aging.
NeuroImage, 2010
Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation.
NeuroImage, 2010
Twelve-month metabolic declines in probable Alzheimer's disease and amnestic mild cognitive impairment assessed using an empirically pre-defined statistical region-of-interest: Findings from the Alzheimer's Disease Neuroimaging Initiative.
NeuroImage, 2010
Age-related networks of regional covariance in MRI gray matter: Reproducible multivariate patterns in healthy aging.
NeuroImage, 2010
2009
Multiple neural networks supporting a semantic task: An fMRI study using independent component analysis.
NeuroImage, 2009
Categorical and correlational analyses of baseline fluorodeoxyglucose positron emission tomography images from the Alzheimer's Disease Neuroimaging Initiative (ADNI).
NeuroImage, 2009
Corrigendum to "Neural correlates of heart rate variability during emotion" [NeuroImage 44 (2009) 213-222].
NeuroImage, 2009
Resting-state BOLD networks versus task-associated functional MRI for distinguishing Alzheimer's disease risk groups.
NeuroImage, 2009
Linking functional and structural brain images with multivariate network analyses: A novel application of the partial least square method.
NeuroImage, 2009
Comput. Medical Imaging Graph., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Mining brain region connectivity for alzheimer's disease study via sparse inverse covariance estimation.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
2008
Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease.
NeuroImage, 2008
Cholesterol-related genetic risk scores are associated with hypometabolism in Alzheimer's-affected brain regions.
NeuroImage, 2008
Association between trait emotional awareness and dorsal anterior cingulate activity during emotion is arousal-dependent.
NeuroImage, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
2007
Postprandial glucagon-like peptide-1 (GLP-1) response is positively associated with changes in neuronal activity of brain areas implicated in satiety and food intake regulation in humans.
NeuroImage, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automated diagnosis and prediction of Alzheimer disease using magnetic resonance image.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
NeuroImage, 2006
NeuroImage, 2006
A new post-processing method of applying independent component analysis to fMRI data.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
An automated normative-based fluorodeoxyglucose positron emission tomography image-analysis procedure to aid Alzheimer disease diagnosis using statistical parametric mapping and interactive image display.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Sensory experience of food and obesity: a positron emission tomography study of the brain regions affected by tasting a liquid meal after a prolonged fast.
NeuroImage, 2005
Constructing and assessing brain templates from Chinese pediatric MRI data using SPM.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
An automated algorithm for the computation of brain volume change from sequential MRIs using an iterative principal component analysis and its evaluation for the assessment of whole-brain atrophy rates in patients with probable Alzheimer's disease.
NeuroImage, 2004
2003
Improving tissue segmentation of human brain MRI through preprocessing by the Gegenbauer reconstruction method.
NeuroImage, 2003
2002
Effects of Image Resolution on Autoradiographic Measurements of Posterior Cingulate Activity in PDAPP Mice: Implications for Functional Brain Imaging Studies of Transgenic Mouse Models of Alzheimer's Disease.
NeuroImage, 2002
2000
Optimal Image Sampling Schedule for Both Image-derived Input and Output Functions in PET Cardiac Studies.
IEEE Trans. Medical Imaging, 2000
1998
Generalized Linear Least Square Method for Fast Generation of Myocardial Blood Flow Parametrick Images with N-13 Ammonia PET.
IEEE Trans. Medical Imaging, 1998
1997
Dynamic image data compression in spatial and temporal domains: theory and algorithm.
IEEE Trans. Inf. Technol. Biomed., 1997
1996
Optimal image sampling schedule: a new effective way to reduce dynamic image storage space and functional image processing time.
IEEE Trans. Medical Imaging, 1996
1995
An evaluation of the algorithms for determining local cerebral metabolic rates of glucose using positron emission tomography dynamic data.
IEEE Trans. Medical Imaging, 1995