HS
Haipeng Shen
strokemath.STstat.APstat.THStrokestat.MEcs.LGstat.MLAlgorithmsBrain Ischemia
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
W_cf9mfxvt·v1published
Preprints & journals
56 papers in the corpus · 2006–2025A large-scale comparison of divergent creativity in humans and large language models.41436597 · Wang, Dawei, Huang, Difang, Shen, Haipeng et al.2026 · 12 citationsNature human behaviour. 2026;10(3):531-540
Robust Spatial Cell-Type Deconvolution with Qualitative Reference for Spatial Transcriptomics.40059456 · Dong, Qishi, Yang, Yi, Luo, Ziye et al.2025 · 4 citationsSmall methods. 2025;9(5):e2401145
Nested Deep Learning Model Towards A Foundation Model for Brain Signal Data2410.03191v4 · Fangyi Wei, Jiajie Mo, Kai Zhang et al.2024 · 3 citationsarXiv
A clinically actionable and explainable real-time risk assessment framework for stroke-associated pneumonia.38462273 · Dai, Lutao, Yang, Xin, Li, Hao et al.2024 · 10 citationsArtificial intelligence in medicine. 2024;149:102772
Optimal Functional Bilinear Regression with Two-way Functional Covariates via Reproducing Kernel Hilbert Space2311.12597v2 · Dan Yang, Jianlong Shao, Haipeng Shen et al.2023 · 0 citationsarXiv
Nonparametric Independent Component Analysis for the Sources with Mixed Spectra2212.06327v1 · Seonjoo Lee, Haipeng Shen, Young K. Truong2022 · 1 citationarXiv
Effect of the Shanghai Stroke Service System (4S) on the quality of stroke care and outcomes: A prospective quality improvement project.36082948 · Xu, Jiawen, Xie, Yanan, Fang, Kun et al.2023 · 6 citationsInternational journal of stroke : official journal of the International Stroke Society. 2023;18(5):599-606
Adherence to Stroke Care Performance Measures in Different Regions in China, 2015-2019: Evidence From the Chinese Stroke Center Alliance.35918168 · Zheng, Suxi, Zhang, Tong, Gu, Hong-Qiu et al.2022 · 7 citationsNeurology. 2022;99(16):e1767-e1778
Network regression and supervised centrality estimation2111.12921v3 · Junhui Cai, Dan Yang, Ran Chen et al.2021 · 1 citationarXiv
Assisting scalable diagnosis automatically via CT images in the combat against COVID-19.33603047 · Liu, Bohan, Liu, Pan, Dai, Lutao et al.2021 · 28 citationsScientific reports. 2021;11(1):4145
Ambulatory blood pressure profile and stroke recurrence.33468639 · Xu, Jie, Jiang, Fei, Wang, Anxin et al.2022 · 12 citationsStroke and vascular neurology. 2021;6(3):352-358
GRP per capita and hospital characteristics associated with intravenous tissue plasminogen activator adherence rate: evidence from the Chinese Stroke Center Alliance.33431514 · Zheng, Suxi, Lyu, Tian Jie, Li, Zixiao et al.2022 · 5 citationsStroke and vascular neurology. 2021;6(3):337-343
Sampling Properties of color Independent Component Analysis.33162620 · Lee, Seonjoo, Shen, Haipeng, Truong, Young2022 · 1 citationJournal of multivariate analysis. 2021;181
Who may benefit from lower dosages of intravenous tissue plasminogen activator? Results from a cluster data analysis.32611728 · Dong, Yi, Han, Ye, Shen, Haipeng et al.2021 · 16 citationsStroke and vascular neurology. 2020;5(4):348-352
Testing and Support Recovery of Correlation Structures for Matrix-Valued Observations with an Application to Stock Market Data2006.16501v2 · Xin Chen, Dan Yang, Yan Xu et al.2020 · 10 citationsarXiv
The power of clinical data empowered by clinical prediction model: an R tutorial.32175370 · Dai, Lutao, Yang, Dan, Shen, Haipeng2020 · 3 citationsAnnals of translational medicine. 2020;8(4):77
The efficacy and safety of nimodipine in acute ischemic stroke patients with mild cognitive impairment: a double-blind, randomized, placebo-controlled trial.36659633 · Zheng, Huaguang, Wang, Yilong, Wang, Anxin et al.2023 · 23 citationsScience bulletin. 2019;64(2):101-107
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
Effect of a Multifaceted Quality Improvement Intervention on Hospital Personnel Adherence to Performance Measures in Patients With Acute Ischemic Stroke in China: A Randomized Clinical Trial.29959443 · Wang, Yilong, Li, Zixiao, Zhao, Xingquan et al.2018 · 117 citationsJAMA. 2018;320(3):245-254
Exponential Family Functional data analysis via a low-rank model.29738627 · Li, Gen, Huang, Jianhua Z, Shen, Haipeng2019 · 19 citationsBiometrics. 2018;74(4):1301-1310
The network of Shanghai Stroke Service System (4S): A public health-care web-based database using automatic extraction of electronic medical records.29561219 · Dong, Yi, Fang, Kun, Wang, Xin et al.2019 · 10 citationsInternational journal of stroke : official journal of the International Stroke Society. 2018;13(5):539-544
A survey of high dimension low sample size asymptotics.30197552 · Aoshima, Makoto, Shen, Dan, Shen, Haipeng et al.2024 · 44 citationsAustralian & New Zealand journal of statistics. 2018;60(1):4-19
To Wait or Not to Wait: Two-way Functional Hazards Model for Understanding Waiting in Call Centers1801.00344v1 · Gen Li, Jianhua Z. Huang, Haipeng Shen2017 · 8 citationsarXiv
Artificial intelligence in healthcare: past, present and future.29507784 · Jiang, Fei, Jiang, Yong, Zhi, Hui et al.2021 · 4,813 citationsStroke and vascular neurology. 2017;2(4):230-243
Length of Stay, Mortality, Cost, and Perceptions of Care Associated With Transition From an Open to Closed Staffing Model in the Cardiac Intensive Care Unit.28509706 · Katz, Jason N, Lishmanov, Anton, van Diepen, Sean et al.2018 · 15 citationsCritical pathways in cardiology. 2017;16(2):62-70
Substantial Progress Yet Significant Opportunity for Improvement in Stroke Care in China.27758941 · Li, Zixiao, Wang, Chunjuan, Zhao, Xingquan et al.2017 · 119 citationsStroke. 2016;47(11):2843-2849
The Statistics and Mathematics of High Dimension Low Sample Size Asymptotics.28018116 · Shen, Dan, Shen, Haipeng, Zhu, Hongtu et al.2023 · 56 citationsStatistica Sinica. 2016;26(4):1747-1770
The Genome-Wide Influence on Human BMI Depends on Physical Activity, Life Course, and Historical Period.26319003 · Guo, Guang, Liu, Hexuan, Wang, Ling et al.2016 · 43 citationsDemography. 2015;52(5):1651-70
Rationale and design of a cluster-randomized multifaceted intervention trial to improve stroke care quality in China: The GOLDEN BRIDGE-Acute Ischemic Stroke.26027613 · Wang, Yilong, Li, Zixiao, Xian, Ying et al.2015 · 24 citationsAmerican heart journal. 2015;169(6):767-774.e2
Mixture SNPs effect on phenotype in genome-wide association studies.25649116 · Wang, Ling, Shen, Haipeng, Liu, Hexuan et al.2016 · 22 citationsBMC genomics. 2015;16:3
A SPARSE REDUCED RANK FRAMEWORK FOR GROUP ANALYSIS OF FUNCTIONAL NEUROIMAGING DATA.26405427 · Ahn, Mihye, Shen, Haipeng, Lin, Weili et al.2020 · 24 citationsStatistica Sinica. 2015;25(1):295-312
Web-based tool for dynamic functional outcome after acute ischemic stroke and comparison with existing models.25927216 · Ji, Ruijun, Du, Wanliang, Shen, Haipeng et al.2016 · 8 citationsBMC neurology. 2014;14:214
Risk score to predict gastrointestinal bleeding after acute ischemic stroke.25059927 · Ji, Ruijun, Shen, Haipeng, Pan, Yuesong et al.2015 · 30 citationsBMC gastroenterology. 2014;14:130
Risk score to predict hospital-acquired pneumonia after spontaneous intracerebral hemorrhage.25028448 · Ji, Ruijun, Shen, Haipeng, Pan, Yuesong et al.2014 · 70 citationsStroke. 2014;45(9):2620-8
Functional Data Analysis of Tree Data Objects.25346588 · Shen, Dan, Shen, Haipeng, Bhamidi, Shankar et al.2021 · 22 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2014;23(2):418-438
Robust regularized singular value decomposition with application to mortality data1311.7480v1 · Lingsong Zhang, Haipeng Shen, Jianhua Z. Huang2013 · 36 citationsAnnals of Applied Statistics 2013, Vol. 7, No. 3, 1540-1561
A novel risk score to predict 1-year functional outcome after intracerebral hemorrhage and comparison with existing scores.24289116 · Ji, Ruijun, Shen, Haipeng, Pan, Yuesong et al.2015 · 115 citationsCritical care (London, England). 2013;17(6):R275
Interrelationship among common medical complications after acute stroke: pneumonia plays an important role.24178914 · Ji, Ruijun, Wang, David, Shen, Haipeng et al.2014 · 90 citationsStroke. 2013;44(12):3436-44
EEG/MEG source reconstruction with spatial-temporal two-way regularized regression.23842791 · Tian, Tian Siva, Huang, Jianhua Z, Shen, Haipeng et al.2014 · 3 citationsNeuroinformatics. 2013;11(4):477-93
Surprising Asymptotic Conical Structure in Critical Sample Eigen-Directions1303.6171v1 · Dan Shen, Haipeng Shen, Hongtu Zhu et al.2013 · 20 citationsarXiv
Novel risk score to predict pneumonia after acute ischemic stroke.23482598 · Ji, Ruijun, Shen, Haipeng, Pan, Yuesong et al.2013 · 187 citationsStroke. 2013;44(5):1303-9
Poisson factor models with applications to non-normalized microRNA profiling.23428639 · Lee, Seonjoo, Chugh, Pauline E, Shen, Haipeng et al.2013 · 29 citationsBioinformatics (Oxford, England). 2013;29(9):1105-11
Persistence of secondary prevention medications after acute ischemic stroke or transient ischemic attack in Chinese population: data from China National Stroke Registry.23317796 · Ji, Ruijun, Liu, Gaifen, Shen, Haipeng et al.2013 · 65 citationsNeurological research. 2013;35(1):29-36
Deconvolution estimation of mixture distributions with boundaries.24009793 · Lee, Mihee, Hall, Peter, Shen, Haipeng et al.2021 · 17 citationsElectronic journal of statistics. 2013;7:323-341
A General Framework For Consistency of Principal Component Analysis1211.2671v6 · Dan Shen, Haipeng Shen, J. S. Marron2012 · 44 citationsarXiv
High Dimensional Principal Component Scores and Data Visualization1211.2679v3 · Dan Shen, Haipeng Shen, Hongtu Zhu et al.2012 · 4 citationsarXiv
A two-way regularization method for MEG source reconstruction1209.6443v1 · Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen et al.2012 · 21 citationsAnnals of Applied Statistics 2012, Vol. 6, No. 3, 1021-1046
Functional dynamic factor models with application to yield curve forecasting1209.6172v1 · Spencer Hays, Haipeng Shen, Jianhua Z. Huang2012 · 87 citationsAnnals of Applied Statistics 2012, Vol. 6, No. 3, 870-894on Valency
Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban.24976650 · Wang, Jiaping, Shen, Haipeng, Zhu, Hongtu2025 · 3 citationsTechnometrics : a journal of statistics for the physical, chemical, and engineering sciences. 2012;54(2):129-133
Consistency of Sparse PCA in High Dimension, Low Sample Size Contexts1104.4289v1 · Dan Shen, Haipeng Shen, J.S. Marron2011 · 104 citationsarXiv
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