Zhenyu Liu, Ph.D. - Related publications

Affiliations: 
2005 University of California, Los Angeles, Los Angeles, CA 
Area:
distributed processing and distributed database systems; intelligent information systems
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Öztürk Ş, Özkaya U, Barstuğan M. Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features. International Journal of Imaging Systems and Technology. PMID 32904960 DOI: 10.1002/ima.22469   
2020 Li S, Shi H, Sui D, Hao A, Qin H. A Novel Pathological Images and Genomic Data Fusion Framework for Breast Cancer Survival Prediction. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1384-1387. PMID 33018247 DOI: 10.1109/EMBC44109.2020.9176360   
2020 Bharti P, Mittal D. An Ultrasound Image Enhancement Method Using Neutrosophic Similarity Score. Ultrasonic Imaging. 42: 271-283. PMID 33019917 DOI: 10.1177/0161734620961005   
2020 Zeng Y, Chapman WC, Lin Y, Li S, Mutch M, Zhu Q. Diagnosing colorectal abnormalities using scattering coefficient maps acquired from optical coherence tomography. Journal of Biophotonics. e202000276. PMID 33064368 DOI: 10.1002/jbio.202000276   
2020 Wang H, Li WW, Huang W, Niu JQ, Nie K. Research on land use classification of hyperspectral images based on multiscale superpixels. Mathematical Biosciences and Engineering : Mbe. 17: 5099-5109. PMID 33120542 DOI: 10.3934/mbe.2020275   
2020 Wang W, Gang GJ, Tivnan M, Stayman JW. Perturbation Response of Model-based Material Decomposition with Edge-Preserving Penalties. Conference Proceedings. International Conference On Image Formation in X-Ray Computed Tomography. 2020: 466-469. PMID 33163988   
2020 Hussain S, Anees A, Das A, Nguyen BP, Marzuki M, Lin S, Wright G, Singhal A. High-content image generation for drug discovery using generative adversarial networks. Neural Networks : the Official Journal of the International Neural Network Society. 132: 353-363. PMID 32977280 DOI: 10.1016/j.neunet.2020.09.007   
2020 Hussain S, Anees A, Das A, Nguyen BP, Marzuki M, Lin S, Wright G, Singhal A. High-content image generation for drug discovery using generative adversarial networks. Neural Networks : the Official Journal of the International Neural Network Society. 132: 353-363. PMID 32977280 DOI: 10.1016/j.neunet.2020.09.007   
2020 Ngo D, Lee S, Lee GD, Kang B. Single-Image Visibility Restoration: A Machine Learning Approach and Its 4K-Capable Hardware Accelerator. Sensors (Basel, Switzerland). 20. PMID 33066285 DOI: 10.3390/s20205795   
2020 Lai D, Mao L, Xu Q, Li J. A Novel Reconstruction Method with Time Reversal Algorithm and Evaluations for Photoacoustic Tomography. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1923-1926. PMID 33018378 DOI: 10.1109/EMBC44109.2020.9176372   
2020 Zhang YY, Sun JJ. An improved BM3D algorithm based on anisotropic diffusion equation. Mathematical Biosciences and Engineering : Mbe. 17: 4970-4989. PMID 33120536 DOI: 10.3934/mbe.2020269   
2020 Silva P, Luz E, Silva G, Moreira G, Silva R, Lucio D, Menotti D. COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis. Informatics in Medicine Unlocked. 20: 100427. PMID 32953971 DOI: 10.1016/j.imu.2020.100427   
2020 Sorzano COS, de Isidro-Gómez F, Fernández-Giménez E, Herreros D, Marco S, Carazo JM, Messaoudi C. Improvements on marker-free images alignment for electron tomography. Journal of Structural Biology: X. 4: 100037. PMID 33024955 DOI: 10.1016/j.yjsbx.2020.100037   
2020 Shen L, Liu M, Wang C, Guo C, Meijering E, Wang Y. Efficient 3D Junction Detection in Biomedical Images Based on a Circular Sampling Model and Reverse Mapping. Ieee Journal of Biomedical and Health Informatics. PMID 33166258 DOI: 10.1109/JBHI.2020.3036743   
2020 Kumar Shiyam Sundar L, Muzik O, Buvat I, Bidaut L, Beyer T. Potentials and caveats of AI in Hybrid Imaging. Methods (San Diego, Calif.). PMID 33068741 DOI: 10.1016/j.ymeth.2020.10.004   
2020 Li H, Yu Y, Peng J, Wu Y, Zhang Y. Resolution Improvement of Light Field Imaging via a Nematic Liquid Crystal Microlens with Added Multi-Walled Carbon Nanotubes. Sensors (Basel, Switzerland). 20. PMID 32998348 DOI: 10.3390/s20195557   
2020 Li T, Chan YH, Lun DPK. Improved Multiple-Image Based Reflection Removal Algorithm Using Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33079661 DOI: 10.1109/TIP.2020.3031184   
2020 Foy JJ, Al-Hallaq HA, Grekoski V, Tran T, Guruvadoo K, Armato Iii SG, Sensakovic WF. Harmonization of radiomic feature variability resulting from differences in CT image acquisition and reconstruction: assessment in a cadaveric liver. Physics in Medicine and Biology. 65: 205008. PMID 33063693 DOI: 10.1088/1361-6560/abb172   
2020 Zhang Y, Zhu Y, Li H, Chen S, Peng J, Zhao L. Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps. Sensors (Basel, Switzerland). 20. PMID 32992580 DOI: 10.3390/s20195538   
2020 Tran AQ, Nguyen TA, Duong VT, Tran QH, Tran DN, Tran DT. MRI Simulation-based evaluation of an efficient under-sampling approach. Mathematical Biosciences and Engineering : Mbe. 17: 4048-4063. PMID 32987567 DOI: 10.3934/mbe.2020224   
2020 Blaney G, Sassaroli A, Fantini S. Design of a source-detector array for dual-slope diffuse optical imaging. The Review of Scientific Instruments. 91: 093702. PMID 33003793 DOI: 10.1063/5.0015512   
2020 Lei Y, Tian Z, Wang T, Higgins K, Bradley JD, Curran WJ, Liu T, Yang X. Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study. Physics in Medicine and Biology. PMID 33080578 DOI: 10.1088/1361-6560/abc303   
2020 Tran DH, Meunier M, Cheriet F. OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1887-1890. PMID 33018369 DOI: 10.1109/EMBC44109.2020.9175162   
2020 Nguyen DT, Lee MB, Pham TD, Batchuluun G, Arsalan M, Park KR. Enhanced Image-Based Endoscopic Pathological Site Classification Using an Ensemble of Deep Learning Models. Sensors (Basel, Switzerland). 20. PMID 33105736 DOI: 10.3390/s20215982   
2020 Qiao Z, Shi X, Celestre R, Assoufid L. Wavelet-transform-based speckle vector tracking method for X-ray phase imaging. Optics Express. 28: 33053-33067. PMID 33114975 DOI: 10.1364/OE.404606   
2020 Yang H, Baladandayuthapani V, Rao AUK, Morris JS. Quantile Function on Scalar Regression Analysis for Distributional Data. Journal of the American Statistical Association. 115: 90-106. PMID 32981991 DOI: 10.1080/01621459.2019.1609969   
2020 Chen T, Zhou Z. An Improved Vision Method for Robust Monitoring of Multi-Point Dynamic Displacements with Smartphones in an Interference Environment. Sensors (Basel, Switzerland). 20. PMID 33092260 DOI: 10.3390/s20205929   
2020 Bull JA, Macklin PS, Quaiser T, Braun F, Waters SL, Pugh CW, Byrne HM. Combining multiple spatial statistics enhances the description of immune cell localisation within tumours. Scientific Reports. 10: 18624. PMID 33122646 DOI: 10.1038/s41598-020-75180-9   
2020 Elazab A, Wang C, Safdar Gardezi SJ, Bai H, Wang T, Lei B, Chang C. Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1750-1753. PMID 33018336 DOI: 10.1109/EMBC44109.2020.9175817   
2020 Zhao B, Setsompop K, Salat D, Wald LL. Further Development of Subspace Imaging to Magnetic Resonance Fingerprinting: A Low-rank Tensor Approach. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1662-1666. PMID 33018315 DOI: 10.1109/EMBC44109.2020.9175853   
2020 Ho RJ, Lam F. High-Resolution 3D Spin-Echo MRSI Using Interleaved Water Navigators, Sparse Sampling and Subspace-Based Processing. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1465-1468. PMID 33018267 DOI: 10.1109/EMBC44109.2020.9176633   
2020 Konovalov AB, Vlasov VV, Uglov AS. Early-photon reflectance fluorescence molecular tomography for small animal imaging: Mathematical model and numerical experiment. International Journal For Numerical Methods in Biomedical Engineering. e03408. PMID 33094558 DOI: 10.1002/cnm.3408   
2020 Tian Y, Zhang T, Zhang QC, Li Y, Wang ZD. Feature fusion-based preprocessing for steel plate surface defect recognition. Mathematical Biosciences and Engineering : Mbe. 17: 5672-5685. PMID 33120572 DOI: 10.3934/mbe.2020305   
2020 Praveena S, Singh SP. Sparse-FCM and Deep Convolutional Neural Network for the segmentation and classification of acute lymphoblastic leukaemia. Biomedizinische Technik. Biomedical Engineering. PMID 32706747 DOI: 10.1515/bmt-2018-0213   
2020 Kempski KM, Graham MT, Gubbi MR, Palmer T, Lediju Bell MA. Application of the generalized contrast-to-noise ratio to assess photoacoustic image quality. Biomedical Optics Express. 11: 3684-3698. PMID 33014560 DOI: 10.1364/BOE.391026   
2020 Chao H, Fang X, Zhang J, Homayounieh F, Arru CD, Digumarthy SR, Babaei R, Mobin HK, Mohseni I, Saba L, Carriero A, Falaschi Z, Pasche A, Wang G, Kalra MK, et al. Integrative analysis for COVID-19 patient outcome prediction. Medical Image Analysis. 67: 101844. PMID 33091743 DOI: 10.1016/j.media.2020.101844   
2020 Ma Y, Lu C, Xiong K, Zhang W, Yang S. Spatial weight matrix in dimensionality reduction reconstruction for micro-electromechanical system-based photoacoustic microscopy. Visual Computing For Industry, Biomedicine, and Art. 3: 22. PMID 32996016 DOI: 10.1186/s42492-020-00058-6   
2020 Chen Y, Li D, Zhang X, Jin J, Shen Y. Computer aided diagnosis of thyroid nodules based on the devised small-datasets multi-view ensemble learning. Medical Image Analysis. 67: 101819. PMID 33049580 DOI: 10.1016/j.media.2020.101819   
2020 Li L, Wang Y, Jin S, Li M, Chen Q, Ning J, Zhang Z. Evaluation of black tea by using smartphone imaging coupled with micro-near-infrared spectrometer. Spectrochimica Acta. Part a, Molecular and Biomolecular Spectroscopy. 246: 118991. PMID 33068895 DOI: 10.1016/j.saa.2020.118991   
2020 Liu Y, Liu X, Wang S, Song J, Zhang J. A novel method for accurate extraction of liver capsule and auxiliary diagnosis of liver cirrhosis based on high-frequency ultrasound images. Computers in Biology and Medicine. 125: 104002. PMID 32979541 DOI: 10.1016/j.compbiomed.2020.104002   
2020 Wang K, Pu Y, Zhang Y, Wang P. Fully Automatic Measurement of Intima-Media Thickness in Ultrasound Images of the Common Carotid Artery Based on Improved Otsu's Method and Adaptive Wind Driven Optimization. Ultrasonic Imaging. 161734620956897. PMID 32948101 DOI: 10.1177/0161734620956897   
2020 Fernández R, Marcos-Vidal A, Gallego S, Beléndez A, Desco M, Ripoll J. Qualitative disorder measurements from backscattering spectra through an optical fiber. Biomedical Optics Express. 11: 6038-6048. PMID 33150004 DOI: 10.1364/BOE.396013   
2020 Siriapisith T, Kusakunniran W, Haddawy P. Pyramid graph cut: Integrating intensity and gradient information for grayscale medical image segmentation. Computers in Biology and Medicine. 126: 103997. PMID 32987203 DOI: 10.1016/j.compbiomed.2020.103997   
2020 Fan X, Gensch T, Büldt G, Zhang Y, Musha Z, Zhang W, Roncarati R, Huang R. Three dimensional drift control at nano-scale in single molecule localization microscopy. Optics Express. 28: 32750-32763. PMID 33114953 DOI: 10.1364/OE.404123   
2020 Trivizakis E, Tsiknakis N, Vassalou EE, Papadakis GZ, Spandidos DA, Sarigiannis D, Tsatsakis A, Papanikolaou N, Karantanas AH, Marias K. Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis. Experimental and Therapeutic Medicine. 20: 78. PMID 32968435 DOI: 10.3892/etm.2020.9210   
2020 Nguyen HNY, Steenbergen W. Feasibility of identifying reflection artifacts in photoacoustic imaging using two-wavelength excitation. Biomedical Optics Express. 11: 5745-5759. PMID 33149983 DOI: 10.1364/BOE.401375   
2020 Yan X, Fan Y, Chen K, Yu X, Zeng X. QNet: An Adaptive Quantization Table Generator Based on Convolutional Neural Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33064651 DOI: 10.1109/TIP.2020.3030126   
2020 Sharma A, Rani S, Gupta D. Artificial Intelligence-Based Classification of Chest X-Ray Images into COVID-19 and Other Infectious Diseases. International Journal of Biomedical Imaging. 2020: 8889023. PMID 33061946 DOI: 10.1155/2020/8889023   
2020 Lu X, Wang Z, Zhang S, Konijnenberg AP, Ouyang Y, Zhao C, Cai Y. Microscopic phase reconstruction of cervical exfoliated cell under partially coherent illumination. Journal of Biophotonics. e202000401. PMID 33128849 DOI: 10.1002/jbio.202000401   
2020 Bian T, Dai Y, Hu J, Zheng Z, Gao L. Ghost imaging based on asymmetric learning. Applied Optics. 59: 9548-9552. PMID 33104675 DOI: 10.1364/AO.405120