ZL
Zhiwen Liu
cs.CVDeep LearningNeural Networks, ComputerAlgorithmsCell ShapeSignal Processing, Computer-Assisteddeep learningDiffusion MRIeess.IVElectroencephalography
On Valency
published · living versionsW_4qrz9dbq·v1 · currentpublished
Jacobian layers and higher Milnor sequences: rigidity, stabilization, and log-concavity
with Stephen S. -T. Yau, Mingyi Zhang
1 version
W_jjhbx9eg·v1published
Preprints & journals
67 papers in the corpus · 1999–2026Derivations of Generalized Moduli Algebras of Isolated Hypersurface Singularities2608.22756v1 · Zhiwen Liu, Stephen S.-T. Yau2026 · 0 citationsarXiv
The Weighted estimates for the fractional Hardy operator and a class of integral operators on the Heisenberg group2607.10154v1 · Tianyang He, Zhiwen Liu, Ting Yu2026 · 2 citationsarXiv
Association of Race and Social Determinants of Health With Exacerbations in Generalized Myasthenia Gravis.40936410 · Jackson, Louis, Liu, Zhiwen, Pesa, Jacqueline et al.2025 · 4 citationsMuscle & nerve. 2025;72(5):1143-1151
Exacerbation and myasthenic crisis in generalized myasthenia gravis: real-world healthcare resource utilization and cost burden in the United States.41099443 · Jackson, Louis, Liu, Zhiwen, Pesa, Jacqueline et al.2025 · 6 citationsCurrent medical research and opinion. 2025;41(9):1735-1751
Racial disparities in treatment patterns, healthcare resource use, and outcomes in patients with pulmonary arterial hypertension in the United States.38988262 · Melendres-Groves, Lana, Tang, Wenze, Germack, Hayley D et al.2024 · 5 citationsCurrent medical research and opinion. 2024;40(9):1465-1475
Optimized glycemic control of type 2 diabetes with reinforcement learning: a proof-of-concept trial.37710000 · Wang, Guangyu, Liu, Xiaohong, Ying, Zhen et al.2023 · 156 citationsNature medicine. 2023;29(10):2633-2642
The Second Monocular Depth Estimation Challenge2304.07051v3 · Jaime Spencer, C. Stella Qian, Michaela Trescakova et al.2023 · 12 citationsarXiv
CarveMix: A simple data augmentation method for brain lesion segmentation.36933626 · Zhang, Xinru, Liu, Chenghao, Ou, Ni et al.2023 · 38 citationsNeuroImage. 2023;271:120041
Intelligent assistant diagnosis for pediatric inguinal hernia based on a multilayer and unbalanced classification model.36998990 · Liu, Zhi-Wen, Chen, Gang, Dong, Chao-Fan et al.2023 · 2 citationsFrontiers in physiology. 2023;14:1105891
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations2302.08050v1 · Zipei Zhao, Fengqian Pang, Yaou Liu et al.2023 · 1 citationMachine.Learning.for.Biomedical.Imaging. 2 (2023)
Selective kernel convolution deep residual network based on channel-spatial attention mechanism and feature fusion for mechanical fault diagnosis.35798589 · Zhang, Shuo, Liu, Zhiwen, Chen, Yunping et al.2023 · 164 citationsISA transactions. 2023;133:369-383
[Quantitative analysis of breathing patterns based on wearable systems].34713657 · Wang, Jiachen, Liang, Hong, Wang, Yajing et al.2021 · 6 citationsSheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi. 2021;38(5):893-902
The Clinical Efficacy Analysis of Treatment With a Willis Covered Stent in Traumatic Pseudoaneurysm of the Internal Carotid Artery.34690916 · Zhao, Yueyuan, Liu, Zhiwen, Sun, Ronghui et al.2021 · 10 citationsFrontiers in neurology. 2021;12:739222
CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation2108.06883v2 · Xinru Zhang, Chenghao Liu, Ni Ou et al.2021 · 23 citationsMICCAI (2021) Part of the Lecture Notes in Computer Science book series(LNCS, volume 12901) pp 196-205
A deep learning method for single-trial EEG classification in RSVP task based on spatiotemporal features of ERPs.34284365 · Zang, Boyu, Lin, Yanfei, Liu, Zhiwen et al.2021 · 54 citationsJournal of neural engineering. 2021;18(4)
Improved thermal/chemical stability of flexible Ag NWs/Chitosan composite electrode integrated by chemical welding and sequential protection for better PV performance.33752183 · Liu, Jingling, Guo, Longfei, Liu, Zhiwen et al.2021 · 7 citationsNanotechnology. 2021;32(41)
Integrated tissue proteome and metabolome reveal key elements and regulatory pathways in cutaneous squamous cell carcinoma.34237460 · Chen, Wen, Rao, Jun, Liu, Zhiwen et al.2021 · 12 citationsJournal of proteomics. 2021;247:104320
In Situ Electrochemical Treatment Evoked Superior Grain Growth for Green Electrodeposition-Processed Flexible CZTSe Solar Cells.34197079 · Liu, Jingling, Shen, Qihang, Liu, Zhiwen et al.2021 · 21 citationsACS applied materials & interfaces. 2021;13(27):31852-31860
Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations2106.15918v1 · Zipei Zhao, Fengqian Pang, Zhiwen Liu et al.2021 · 16 citationsarXiv
Multimodal super-resolved q-space deep learning.33971575 · Qin, Yu, Li, Yuxing, Zhuo, Zhizheng et al.2021 · 19 citationsMedical image analysis. 2021;71:102085
Enhancing the EEG classification in RSVP task by combining interval model of ERPs with spatial and temporal regions of interest.33166945 · Li, Bowen, Lin, Yanfei, Gao, Xiaorong et al.2022 · 20 citationsJournal of neural engineering. 2021;18(1)
Super-Resolved q-Space deep learning with uncertainty quantification.33227600 · Qin, Yu, Liu, Zhiwen, Liu, Chenghao et al.2021 · 44 citationsMedical image analysis. 2021;67:101885
N400 extraction from a few trials of EEG data using spatial and temporal-frequency pattern analysis.31505479 · Li, Bowen, Liu, Zhiwen, Gao, Xiaorong et al.2020 · 1 citationJournal of neural engineering. 2019;16(6):066035
Knowledge Transfer between Datasets for Learning-based Tissue Microstructure Estimation1910.10930v1 · Yu Qin, Yuxing Li, Zhiwen Liu et al.2019 · 9 citationsarXiv
Collateral Circulation in Moyamoya Disease: A New Grading System.31409266 · Liu, Zhi-Wen, Han, Cong, Zhao, Feng et al.2020 · 97 citationsStroke. 2019;50(10):2708-2715
Medical Image Segmentation Algorithm Based on Feedback Mechanism CNN.31481851 · An, Feng-Ping, Liu, Zhi-Wen2020 · 34 citationsContrast media & molecular imaging. 2019;2019:6134942
Analyzing temporal dynamics of cell deformation and intracellular movement with video feature aggregation.30823935 · Pang, Fengqian, Liu, Zhiwen2019 · 7 citationsBiomedical engineering online. 2019;18(1):20
Hippocampal subfields segmentation in brain MR images using generative adversarial networks.30665408 · Shi, Yonggang, Cheng, Kun, Liu, Zhiwen2019 · 42 citationsBiomedical engineering online. 2019;18(1):5
Characteristics of lipid profiles and lipid control in patients with diabetes in a tertiary hospital in Southwest China: an observational study based on electronic medical records.30636643 · Hou, Qingtao, Yu, Chuan, Li, Sheyu et al.2019 · 11 citationsLipids in health and disease. 2019;18(1):13
Time-frequency analysis for bearing fault diagnosis using multiple Q-factor Gabor wavelets.30528123 · Zhang, Xin, Liu, Zhiwen, Wang, Jiaxu et al.2019 · 98 citationsISA transactions. 2019;87:225-234
Weak feature enhancement in machinery fault diagnosis using empirical wavelet transform and an improved adaptive bistable stochastic resonance.30309725 · Zhang, Xin, Wang, Jiaxu, Liu, Zhiwen et al.2019 · 82 citationsISA transactions. 2019;84:283-295
Seizure Prediction In EEG Records Based On Spatial-Frequency Features And Preictal Period Selection.30441546 · Wang, Qun, Tian, Xin, Liu, Zhiwen2019 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2018;2018:5354-5357
Cell dynamic morphology classification using deep convolutional neural networks.29762901 · Li, Heng, Pang, Fengqian, Shi, Yonggang et al.2019 · 19 citationsCytometry. Part A : the journal of the International Society for Analytical Cytology. 2018;93(6):628-638
Computational Analysis of Cell Dynamics in Videos with Hierarchical-Pooled Deep-Convolutional Features.29694245 · Pang, Fengqian, Li, Heng, Shi, Yonggang et al.2019 · 2 citationsJournal of computational biology : a journal of computational molecular cell biology. 2018;25(8):934-953
Cuff-less blood pressure measurement from dual-channel photoplethysmographic signals via peripheral pulse transit time with singular spectrum analysis.29120347 · Wang, Yang, Liu, Zhiwen, Ma, Shaodong2018 · 36 citationsPhysiological measurement. 2018;39(2):025010
On-Chip Glass Microspherical Shell Whispering Gallery Mode Resonators.29097682 · Zhang, Chenchen, Cocking, Alexander, Freeman, Eugene et al.2019 · 39 citationsScientific reports. 2017;7(1):14965
An adaptive stochastic resonance method based on grey wolf optimizer algorithm and its application to machinery fault diagnosis.28823415 · Zhang, Xin, Miao, Qiang, Liu, Zhiwen et al.2018 · 90 citationsISA transactions. 2017;71(Pt 2):206-214
Design and implementation of a BSN-based system for plantar health evaluation with exercise load quantification.28774311 · Wang, Yang, Liu, Zhiwen, Yang, Jian et al.2018 · 27 citationsBiomedical engineering online. 2017;16(1):98
Characterization of single cell dynamic morphology by local deformation pattern modeling.29059877 · Heng Li, Zhiwen Liu, Fengqian Pang et al.2018 · 1 citationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2017;2017:329-332
Cell dynamic morphology analysis by deep convolutional features.29060456 · Heng Li, Zhiwen Liu, Fengqian Pang et al.2018 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2017;2017:2700-2703
Quantitative Analysis of Intracellular Motility Based on Optical Flow Model.29065574 · Huang, Yali, Hao, Lei, Li, Heng et al.2019 · 9 citationsJournal of healthcare engineering. 2017;2017:1848314
High-resolution Collinear Chiral Sum Frequency Generation Microscopy by Using Vectorial Beam1612.01677v1 · Ziheng Ji, Wentao Yu, Hong Yang et al.2016 · 0 citationsarXiv
A hybrid intelligent multi-fault detection method for rotating machinery based on RSGWPT, KPCA and Twin SVM.27837907 · Liu, Zhiwen, Guo, Wei, Hu, Jinhai et al.2018 · 85 citationsISA transactions. 2017;66:249-261
Heart rate monitoring from wrist-type PPG based on singular spectrum analysis with motion decision.28269055 · Yang Wang, Zhiwen Liu, Bin Dong2017 · 9 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2016;2016:3511-3514
Hepatic pathology of biliary atresia: A new comprehensive evaluation method using liver biopsy.27210782 · Zhang, Shouhua, Wu, Yan, Liu, Zhiwen et al.2017 · 10 citationsThe Turkish journal of gastroenterology : the official journal of Turkish Society of Gastroenterology. 2016;27(3):257-63
Quaternion-Valued Single-Phase Model for Three-Phase Power Systems1601.01557v1 · Xiaoming Gou, Zhiwen Liu, Wei Liu et al.2016 · 0 citationsarXiv
Landau's theorems for certain biharmonic mappings1511.04642v1 · Ming-Sheng Liu, Zhi-Wen Liu, Yu-Can Zhu2015 · 1 citationActa Mathematica Sinica, Chinese Series, 2011, Vol.54, No.1, 69-80
Characterization of Sitagliptin Use in Patients with Type 2 Diabetes and Chronic Kidney Disease by Cross-Sectional Analysis of a Medical Insurance Claims Database.26438107 · Brodovicz, Kimberly G, Chen, Yong, Liu, Zhiwen et al.2022 · 5 citationsDiabetes therapy : research, treatment and education of diabetes and related disorders. 2015;6(4):627-634
Three-Dimensional Wind Profile Prediction with Trinion-Valued Adaptive Algorithms1506.02952v1 · Xiaoming Gou, Zhiwen Liu, Wei Liu et al.2015 · 8 citationsarXiv
EEG gamma-band activity during audiovisual speech comprehension in different noise environments.26157512 · Lin, Yanfei, Liu, Baolin, Liu, Zhiwen et al.2015 · 13 citationsCognitive neurodynamics. 2015;9(4):389-98
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