Concepedia

Liang Sun

LS

43

Publications

2.6K

Citations

23

H-Index

2008

Active since

Affiliations

Nanjing University of Aeronautics and Astronautics(Current)

Arizona State University

Beihang University

Michigan State University

Civil Aviation Management Institute of China

Liang Sun is an author at Nanjing University of Aeronautics and Astronautics specializing in engineering, deep learning, and medical image computing.

Top concepts

EngineeringImage AnalysisMedical Image ComputingDeep LearningRadiologyData ScienceNeuroimagingMachine LearningComputer VisionNeuroscience

Publications per year

2008–2024

43

Publications

43

Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation

Shuai Huang, Jing Li, Liang Sun et al. · NeuroImage · 2010 · 348 citations

Neuroimaging Biomarkers, Sparse Representation, Alzheimer's Disease +13

Canonical Correlation Analysis for Multilabel Classification: A Least-Squares Formulation, Extensions, and Analysis

Liang Sun, Shuiwang Ji, Jieping Ye · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 303 citations

Engineering, Machine Learning, Multilabel Classification +24

Dual Attention Multi-Instance Deep Learning for Alzheimer’s Disease Diagnosis With Structural MRI

Wenyong Zhu, Liang Sun, Jiashuang Huang et al. · IEEE Transactions on Medical Imaging · 2021 · 248 citations

Structural Mri, Multiple Instance Learning, Engineering +17

Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT

Liang Sun, Zhanhao Mo, Fuhua Yan et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 236 citations · Full text

An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI

Xin Zhang, Liangxiu Han, Wenyong Zhu et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 193 citations · Full text

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