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Effective feature learning and fusion of multimodality data using stage‐wise deep neural network for dementia diagnosis

Human brain mapping, 2019-02, Vol.40 (3), p.1001-1016

2019

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A brief review on multi-task learning

Multimedia tools and applications, 2018-11, Vol.77 (22), p.29705-29725

2018

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Brain-Wide Genome-Wide Association Study for Alzheimer's Disease via Joint Projection Learning and Sparse Regression Model

IEEE transactions on biomedical engineering, 2019-01, Vol.66 (1), p.165-175

2019

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IEEE_Xplore

Multi-View Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at Risk in Head and Neck CT Images

IEEE transactions on medical imaging, 2020-09, Vol.39 (9), p.2794-2805

2020

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IEEE_Xplore

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

IEEE transactions on pattern analysis and machine intelligence, 2019-02, Vol.41 (2), p.515-522

2019

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IEEE_Xplore

A Robust Deep Model for Improved Classification of AD/MCI Patients

IEEE journal of biomedical and health informatics, 2015-09, Vol.19 (5), p.1610-1616

2015

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IEEE_Xplore

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

IEEE transactions on medical imaging, 2019-09, Vol.38 (9), p.2219-2230

2019

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IEEE_Xplore

Constructing Multi-view High-order Functional Connectivity Networks for Diagnosis of Autism Spectrum Disorder

IEEE transactions on biomedical engineering, 2022-03, Vol.69 (3), p.1-1

2022

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IEEE_Xplore

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

IEEE transactions on image processing, 2020-01, Vol.29, p.7697-7706

2020

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IEEE_Xplore

Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks

Human brain mapping, 2015-12, Vol.36 (12), p.4880-4896

2015

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Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning

IEEE transactions on medical imaging, 2022-10, Vol.41 (10), p.2856-2866

2022

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IEEE_Xplore

Dynamic neural circuit disruptions associated with antisocial behaviors

Human brain mapping, 2021-02, Vol.42 (2), p.329-344

2021

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Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

IEEE transactions on medical imaging, 2019-10, Vol.38 (10), p.2411-2422

2019

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IEEE_Xplore

Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects

IEEE transactions on biomedical engineering, 2021-02, Vol.68 (2), p.362-373

2021

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IEEE_Xplore

Multi-task linear programming discriminant analysis for the identification of progressive MCI individuals

PloS one, 2014-05, Vol.9 (5), p.e96458-e96458

2014

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Multi-view Classification for Identification of Alzheimer’s Disease

Machine Learning in Medical Imaging, 2015, p.255-262

2015

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Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, 2017-09, Vol.10434, p.450-458

2017

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Multi-modal latent space inducing ensemble SVM classifier for early dementia diagnosis with neuroimaging data

Medical image analysis, 2020-02, Vol.60, p.101630-101630, Article 101630

2020

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Longitudinal Clinical Score Prediction in Alzheimer’s Disease with Soft-Split Sparse Regression Based Random Forest

Neurobiology of aging, 2016-10, Vol.46, p.180-191

2016

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Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

Medical image analysis, 2018-04, Vol.45, p.68-82

2018

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Multifaceted atlases of the human brain in its infancy

Nature methods, 2023-01, Vol.20 (1), p.55

2023

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Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations

IEEE transactions on medical imaging, 2020-11, Vol.39 (11), p.3691-3702

2020

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IEEE_Xplore

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

NeuroImage (Orlando, Fla.), 2014-05, Vol.91, p.386-400

2014

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Privacy-preserving Multimedia Data Analysis

Computer journal, 2021-07, Vol.64 (7), p.991-992

2021

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One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.787-796

2020

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IEEE_Xplore

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Effective feature learning and fusion of multimodality data using stage‐wise deep neural network for dementia diagnosis

A brief review on multi-task learning

Brain-Wide Genome-Wide Association Study for Alzheimer's Disease via Joint Projection Learning and Sparse Regression Model

Multi-View Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at Risk in Head and Neck CT Images

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

A Robust Deep Model for Improved Classification of AD/MCI Patients

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Constructing Multi-view High-order Functional Connectivity Networks for Diagnosis of Autism Spectrum Disorder

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks

Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning

Dynamic neural circuit disruptions associated with antisocial behaviors

Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects

Multi-task linear programming discriminant analysis for the identification of progressive MCI individuals

Multi-view Classification for Identification of Alzheimer’s Disease

Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients

Multi-modal latent space inducing ensemble SVM classifier for early dementia diagnosis with neuroimaging data

Longitudinal Clinical Score Prediction in Alzheimer’s Disease with Soft-Split Sparse Regression Based Random Forest

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

Multifaceted atlases of the human brain in its infancy

Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

Privacy-preserving Multimedia Data Analysis

One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures

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