Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer’s Disease analysis

Hydrogen sulfide is neuroprotective in Alzheimer’s disease by sulfhydrating GSK3β and inhibiting Tau hyperphosphorylation

(2021) Daniel Giovinazzo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

New insights into atypical Alzheimer's disease in the era of biomarkers

(2021) Jonathan Graff-Radford et al.   LANCET NEUROLOGY

Integrating human brain proteomes with genome-wide association data implicates new proteins in Alzheimer’s disease pathogenesis

(2021) Aliza P. Wingo et al.   NATURE GENETICS

Brain functional connectivity analysis based on multi-graph fusion

(2021) Jiangzhang Gan et al.   MEDICAL IMAGE ANALYSIS

New Insights Into the Pathogenesis of Alzheimer's Disease

(2020) Liyuan Fan et al.   Frontiers in Neurology

Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification

(2020) Shangran Qiu et al.   BRAIN

Disease-associated astrocytes in Alzheimer’s disease and aging

(2020) Naomi Habib et al.   NATURE NEUROSCIENCE

Clinical and biomarker changes of Alzheimer's disease in adults with Down syndrome: a cross-sectional study

(2020) Juan Fortea et al.   LANCET

Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan

(2020) Xiaofeng Zhu et al.   MEDICAL IMAGE ANALYSIS

Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers

(2020) Petrice M. Cogswell et al.   NEUROIMAGE

High-Contrast In Vivo Imaging of Tau Pathologies in Alzheimer’s and Non-Alzheimer’s Disease Tauopathies

(2020) Kenji Tagai et al.   NEURON

Heterogeneous data fusion for predicting mild cognitive impairment conversion

(2020) Heng Tao Shen et al.   Information Fusion

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

Modeling Alzheimer’s disease with iPSC-derived brain cells

(2019) Jay Penney et al.   MOLECULAR PSYCHIATRY

Spectral clustering via half-quadratic optimization

(2019) Xiaofeng Zhu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Robust SVM with adaptive graph learning

(2019) Rongyao Hu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises

(2018) Ehsan Adeli et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Clinical Decision Support Framework for Heterogeneous Data Sources

(2018) Mengxing Huang et al.   IEEE Journal of Biomedical and Health Informatics

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection

(2018) Xuelong Li et al.   IEEE Transactions on Neural Networks and Learning Systems

D-CCA: A Decomposition-based Canonical Correlation Analysis for High-Dimensional Datasets

(2018) Hai Shu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

(2018) Chunfeng Lian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Predicting conversion from MCI to AD using resting-state fMRI, graph theoretical approach and SVM

(2017) Seyed Hani Hojjati et al.   JOURNAL OF NEUROSCIENCE METHODS

Multi-modal classification of Alzheimer's disease using nonlinear graph fusion

(2017) Tong Tong et al.   PATTERN RECOGNITION

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification

(2016) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Feature Selection Based on the SVM Weight Vector for Classification of Dementia

(2015) Esther E. Bron et al.   IEEE Journal of Biomedical and Health Informatics

Multiple instance learning for classification of dementia in brain MRI

(2014) Tong Tong et al.   MEDICAL IMAGE ANALYSIS

Identification of bacteriophage virion proteins by the ANOVA feature selection and analysis

(2014) Hui Ding et al.   Molecular BioSystems

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