Yalin Wang
Orcid: 0000-0002-6241-735XAffiliations:
- Arizona State University, Tempe, AZ, USA
According to our database1,
Yalin Wang
authored at least 191 papers
between 2000 and 2024.
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Bibliography
2024
Robust PCA with Lw,∗ and L2,1 Norms: A Novel Method for Low-Quality Retinal Image Enhancement.
J. Imaging, July, 2024
Medical Image Anal., 2024
Adaptive large neighborhood search algorithm with reinforcement search strategy for solving extended cooperative multi task assignment problem of UAVs.
Inf. Sci., 2024
CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Pre-Training Graph Attention Convolution for Brain Structural Imaging Biomarker Analysis and Its Application to Alzheimer's Disease Pathology Identification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects.
IEEE Trans. Comput. Soc. Syst., December, 2023
OTFPF: Optimal transport based feature pyramid fusion network for brain age estimation.
Inf. Fusion, December, 2023
Signed graph representation learning for functional-to-structural brain network mapping.
Medical Image Anal., 2023
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification.
CoRR, 2023
CoRR, 2023
CoRR, 2023
A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Characterizing visual cortical magnification with topological smoothing and optimal transportation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Myopic Maculopathy Analysis, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Myopic Maculopathy Analysis, 2023
Optimal Transport Guided Unsupervised Learning for Enhancing Low-Quality Retinal Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
SFCNEXT: A Simple Fully Convolutional Network for Effective Brain Age Estimation with Small Sample Size.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing.
Proceedings of the Information Processing in Medical Imaging, 2023
Proceedings of the Information Processing in Medical Imaging, 2023
2022
Integrating Multimodal and Longitudinal Neuroimaging Data with Multi-Source Network Representation Learning.
Neuroinformatics, 2022
Corrigendum to 'Quantitative Characterization of the Human Retinotopic Map Based on Quasiconformal Mapping' [Medical Image Analysis Volume 75 (2022) 102230].
Medical Image Anal., 2022
Quantitative characterization of the human retinotopic map based on quasiconformal mapping.
Medical Image Anal., 2022
Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding.
CoRR, 2022
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation.
CoRR, 2022
CoRR, 2022
OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt.
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 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
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images.
IEEE Trans. Medical Imaging, 2021
Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition.
Medical Image Anal., 2021
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative.
Medical Image Anal., 2021
Medical Image Anal., 2021
Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy.
CoRR, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Information Processing in Medical Imaging, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Computing Univariate Neurodegenerative Biomarkers with Volumetric Optimal Transportation: A Pilot Study.
Neuroinformatics, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Optimizing Visual Cortex Parameterization with Error-Tolerant Teichmüller Map in Retinotopic Mapping.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Convolutional Bayesian Models for Anatomical Landmarking on Multi-dimensional Shapes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Deep Multimodal Brain Network Learning for Joint Analysis of Structural Morphometry and Functional Connectivity.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML.
CoRR, 2019
CoRR, 2019
Continually Modeling Alzheimer's Disease Progression via Deep Multi-order Preserving Weight Consolidation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease.
Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019
2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Multi-task sparse screening for predicting future clinical scores using longitudinal cortical thickness measures.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 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
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 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
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Towards a Holistic Cortical Thickness Descriptor: Heat Kernel-Based Grey Matter Morphology Signatures.
NeuroImage, 2017
Conformal invariants for multiply connected surfaces: Application to landmark curve-based brain morphometry analysis.
Medical Image Anal., 2017
Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images.
CoRR, 2017
Large-scale Feature Selection of Risk Genetic Factors for Alzheimer's Disease via Distributed Group Lasso Regression.
CoRR, 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
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Enhancing diffusion MRI measures by integrating grey and white matter morphometry with hyperbolic wasserstein distance.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
Intrinsic 3D Dynamic Surface Tracking based on Dynamic Ricci Flow and Teichmüller Map.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Contribution to speech development of the right anterior putamen revealed with multivariate tensor-based morphometry.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 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
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Impact of Early and Late Visual Deprivation on the Structure of the Corpus Callosum: A Study Combining Thickness Profile with Surface Tensor-Based Morphometry.
Neuroinformatics, 2015
Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry.
NeuroImage, 2015
A novel cortical thickness estimation method based on volumetric Laplace-Beltrami operator and heat kernel.
Medical Image Anal., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015
Detecting genetic risk factors for Alzheimer's disease in whole genome sequence data via Lasso screening.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
NeuroImage, 2014
NeuroImage, 2014
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Characterizing human retinotopic mapping with conformal geometry: a preliminary study.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
3D pre- versus post-season comparisons of surface and relative pose of the corpus callosum in contact sport athletes.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Automatic pathology classification using a single feature machine learning support - vector machines.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis.
NeuroImage, 2013
Surface fluid registration of conformal representation: Application to detect disease burden and genetic influence on hippocampus.
NeuroImage, 2013
Maximizing power to track Alzheimer's disease and MCI progression by LDA-based weighting of longitudinal ventricular surface features.
NeuroImage, 2013
Int. J. Comput. Vis., 2013
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
Multi-source learning with block-wise missing data for Alzheimer's disease prediction.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Hyperbolic Harmonic Brain Surface Registration with Curvature-Based Landmark Matching.
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
IEEE Trans. Medical Imaging, 2012
Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data.
NeuroImage, 2012
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Conformal mapping of nuclei in 3D tomographic cell images to assess shape heterogeneity.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Surface fluid registration and multivariate tensor-based morphometry in newborns - the effects of prematurity on the putamen.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
Surface-based TBM boosts power to detect disease effects on the brain: An N = 804 ADNI study.
NeuroImage, 2011
Human Brain Mapping with Conformal Geometry and Multivariate Tensor-Based Morphometry.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
2010
SIAM J. Imaging Sci., 2010
Multivariate tensor-based morphometry on surfaces: Application to mapping ventricular abnormalities in HIV/AIDS.
NeuroImage, 2010
2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Multivariate Tensor-Based Brain Anatomical Surface Morphometry via Holomorphic One-Forms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Multivariate Tensor-Based Morphometry on Surfaces: Application to Mapping Ventricular Changes in HIV/AIDS.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Shape analysis with multivariate tensor-based morphometry and holomorphic differentials.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Shape analysis with conformal invariants for multiply connected domains and its application to analyzing brain morphology.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Optimized Conformal Parameterization of Cortical Surfaces Using Shape Based Matching of Landmark Curves.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Hippocampal Surface Discrimination via Invariant Descriptors of Spherical Conformals Maps.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Pattern Recognit., 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
A Landmark-Based Brain Conformal Parametrization with Automatic Landmark Tracking Technique.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Automatic Landmark Tracking and its Application to the Optimization of Brain Conformal Mapping.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the Variational, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Automated Surface Matching Using Mutual Information Applied to Riemann Surface Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Mutual Information-Based 3D Surface Matching with Applications to Face Recognition and Brain Mapping.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Combination of Brain Conformal Mapping and Landmarks: A Variational Approach.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005
Brain Surface Conformal Parameterization.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005
3D Surface Matching with Mutual Information and Riemann Surface Structures.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005
2004
IEEE Trans. Medical Imaging, 2004
Pattern Recognit., 2004
Commun. Inf. Syst., 2004
Proceedings of the 15th IEEE Visualization Conference, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Proceedings of the Web Document Analysis, 2003
2002
Proceedings of the Eleventh International World Wide Web Conference, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002
2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Automatic Table Ground Truth Generation and a Background-Analysis-Based Table Structure Extraction Method.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000