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Author Details

Jieping Ye
University of Michigan ann arbor
2004
105
27
PMIDPaper TitleJournal TitlePublished Year
37725727Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions.IEEE Trans Pattern Anal Mach Intell2023
34874853Scalable Distributed Hashing for Approximate Nearest Neighbor Search.IEEE Trans Image Process2022
36525536Virtual teams in a gig economy.Proc Natl Acad Sci U S A2022
33621166PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.IEEE Trans Pattern Anal Mach Intell2022
32628608Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction.IEEE Trans Cybern2021
35493062Automatic Detection of Alzheimer's Disease Using Spontaneous Speech Only.Interspeech2021
33711742Predicting future cognitive decline with hyperbolic stochastic coding.Med Image Anal2021
33780338Fast kNN Search in Weighted Hamming Space With Multiple Tables.IEEE Trans Image Process2021
33502979Adversarial Training for Solving Inverse Problems in Image Processing.IEEE Trans Image Process2021
33798076Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images.IEEE Trans Med Imaging2021
34899166Federated Morphometry Feature Selection for Hippocampal Morphometry Associated Beta-Amyloid and Tau Pathology.Front Neurosci2021
34421510Predicting Brain Amyloid Using Multivariate Morphometry Statistics, Sparse Coding, and Correntropy: Validation in 1,101 Individuals From the ADNI and OASIS Databases.Front Neurosci2021
32390615Integrating Convolutional Neural Networks and Multi-Task Dictionary Learning for Cognitive Decline Prediction with Longitudinal Images.J Alzheimers Dis2020
36846743Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis.IEEE Trans Big Data2020
33250550Patch-Based Surface Morphometry Feature Selection with Federated Group Lasso Regression.Proc SPIE Int Soc Opt Eng2020
31240237A Distributed Computing Platform for fMRI Big Data Analytics.IEEE Trans Big Data2019
33907742Multi-task Dictionary Learning based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease.Hum Brain Artif Intell (2019)2019
29993952A Unified Model for Joint Normalization and Differential Gene Expression Detection in RNA-Seq Data.IEEE/ACM Trans Comput Biol Bioinform2019
29993466Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data.IEEE Trans Biomed Eng2019
29227306Big Data Analytical Approaches to the NACC Dataset: Aiding Preclinical Trial Enrichment.Alzheimer Dis Assoc Disord2018
30023040MULTI-TASK SPARSE SCREENING FOR PREDICTING FUTURE CLINICAL SCORES USING LONGITUDINAL CORTICAL THICKNESS MEASURES.Proc IEEE Int Symp Biomed Imaging2018
29990186Safe Feature Screening for Generalized LASSO.IEEE Trans Pattern Anal Mach Intell2018
29879133Predictive modeling of treatment resistant depression using data from STAR*D and an independent clinical study.PLoS One2018
30112191Should patients with diabetes be encouraged to integrate social media into their care plan?Future Sci OA2018
26658930ENIGMA and the individual: Predicting factors that affect the brain in 35 countries worldwide.Neuroimage2017
28242473Task fMRI data analysis based on supervised stochastic coordinate coding.Med Image Anal2017
28959379EMPOWERING CORTICAL THICKNESS MEASURES IN CLINICAL DIAGNOSIS OF ALZHEIMER'S DISEASE WITH SPHERICAL SPARSE CODING.Proc IEEE Int Symp Biomed Imaging2017
28943731Multi-Source Multi-Target Dictionary Learning for Prediction of Cognitive Decline.Inf Process Med Imaging2017
28729939Feature selective temporal prediction of Alzheimer's disease progression using hippocampus surface morphometry.Brain Behav2017
28667017FlyExpress 7: An Integrated Discovery Platform To Study Coexpressed Genes Using <i>in Situ</i> Hybridization Images in <i>Drosophila</i>.G3 (Bethesda)2017
27549765Metabolomic biosignature differentiates melancholic depressive patients from healthy controls.BMC Genomics2016
28066843Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment.Med Image Comput Comput Assist Interv2016
28035236Evolution-informed modeling improves outcome prediction for cancers.Evol Appl2016
27499829APPLYING SPARSE CODING TO SURFACE MULTIVARIATE TENSOR-BASED MORPHOMETRY TO PREDICT FUTURE COGNITIVE DECLINE.Proc IEEE Int Symp Biomed Imaging2016
25592576Automated gene expression pattern annotation in the mouse brain.Pac Symp Biocomput2015
26413209Detecting Genetic Risk Factors for Alzheimer's Disease in Whole Genome Sequence Data via Lasso Screening.Proc IEEE Int Symp Biomed Imaging2015
26413202Boosting Classification Accuracy of Diffusion MRI Derived Brain Networks for the Subtypes of Mild Cognitive Impairment Using Higher Order Singular Value Decomposition.Proc IEEE Int Symp Biomed Imaging2015
26353181Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds.IEEE Trans Pattern Anal Mach Intell2015
26353128Fused Lasso Screening Rules via the Monotonicity of Subdifferentials.IEEE Trans Pattern Anal Mach Intell2015
26257601Boosting brain connectome classification accuracy in Alzheimer's disease using higher-order singular value decomposition.Front Neurosci2015
25926791Comparison of nine tractography algorithms for detecting abnormal structural brain networks in Alzheimer's disease.Front Aging Neurosci2015
25948335Deep convolutional neural networks for annotating gene expression patterns in the mouse brain.BMC Bioinformatics2015
25823032Persistent Homology in Sparse Regression and Its Application to Brain Morphometry.IEEE Trans Med Imaging2015
25420254Holistic atlases of functional networks and interactions reveal reciprocal organizational architecture of cortical function.IEEE Trans Biomed Eng2015
25592604Melancholic depression prediction by identifying representative features in metabolic and microarray profiles with missing values.Pac Symp Biocomput2015
23988272Bi-level multi-source learning for heterogeneous block-wise missing data.Neuroimage2014
25076826Evaluating the Predictive Power of Multivariate Tensor-based Morphometry in Alzheimers Disease Progression via Convex Fused Sparse Group Lasso.Proc SPIE Int Soc Opt Eng2014
25075901Reply to: "Proper reporting of predictor performance".Nat Methods2014
24300439Automated annotation of developmental stages of Drosophila embryos in images containing spatial patterns of expression.Bioinformatics2014
24297562Sparse generalized functional linear model for predicting remission status of depression patients.Pac Symp Biocomput2014
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Collaborators

Paul M Thompson
University of Southern California
Co-authored papers 22
Kewei Chen
Beijing Normal University
Co-authored papers 10
Eric M Reiman
Banner Alzheimer's Institute
Co-authored papers 9
Neda Jahanshad
University of Southern California
Co-authored papers 4
Tianming Liu
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Co-authored papers 4
Adam S Fleisher
Banner Alzheimer's Institute, University of California
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Massachusetts General Hospital and Harvard Medical School
Co-authored papers 3
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University of Pennsylvania
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Yu Zhao
Siemens Healthineers
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The Third Hospital of Hebei Medical University
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Big Data Science Institute, University of Oxford
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Friedrich Schiller University Jena
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Radboud Universiteit
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Oslo University Hospital & Institute of Clinical Medicine, University of Oslo
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Sarah E Medland
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Suzhou Institute for Advanced Research, University of Science and Technology of China
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Shijie Zhao
Northwestern Polytechnical University
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Phil H Lee
Center for Genomic Medicine, Massachusetts General Hospital
Co-authored papers 1
Jessica A Turner
Georgia State University
Co-authored papers 1
Ronald A Cohen
College of Public Health and Health Professions, University of Florida
Co-authored papers 1
Kelly Boccia
Co-authored papers 1
Nicholas G Martin
Co-authored papers 1
Byron L Long
Rice University
Co-authored papers 1
Theo G M van Erp
University of California Irvine
Co-authored papers 1
Thomas Brody
National Institutes of Health (NIH)
Co-authored papers 1
Sanjay M Sisodiya
UCL Institute of Neurology
Co-authored papers 1
Casey S Greene
Co-authored papers 1
Robert Leaman
National Institutes of Health
Co-authored papers 1
David P Noren
Rice University
Co-authored papers 1
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