Joshua Tzvi Vogelstein - Related publications

Johns Hopkins University, Baltimore, MD 
computational, circuit inference, fluorescence imaging
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50 most relevant papers in past 60 days:
Year Citation  Score
2019 Sourati J, Gholipour A, Dy JG, Tomas-Fernandez X, Kurugol S, Warfield SK. Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. Ieee Transactions On Medical Imaging. PMID 30932833 DOI: 10.1109/TMI.2019.2907805   
2019 Huang L, Ling BW, Cai R, Zeng Y, He J, Chen Y. WMsorting: Wavelet Packets Decomposition and Mutual Information Based Spike Sorting Method. Ieee Transactions On Nanobioscience. PMID 30951475 DOI: 10.1109/TNB.2019.2909010   
2019 Zhang W, Li W, Zhang J, Wang N. Optimal parameter identification of synthetic gene networks using harmony search algorithm. Plos One. 14: e0213977. PMID 30925150 DOI: 10.1371/journal.pone.0213977   
2019 Tsamardinos I, Borboudakis G, Katsogridakis P, Pratikakis P, Christophides V. A greedy feature selection algorithm for Big Data of high dimensionality. Machine Learning. 108: 149-202. PMID 30906113 DOI: 10.1007/s10994-018-5748-7   
2019 Yan Y, Kappel D, Neumaerker F, Partzsch J, Vogginger B, Hoeppner S, Furber S, Maass W, Legenstein R, Mayr C. Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. Ieee Transactions On Biomedical Circuits and Systems. PMID 30932847 DOI: 10.1109/TBCAS.2019.2906401   
2019 Nie F, Wang Z, Wang R, Li X. Submanifold-Preserving Discriminant Analysis With an Auto-Optimized Graph. Ieee Transactions On Cybernetics. PMID 31034432 DOI: 10.1109/TCYB.2019.2910751   
2019 Costa L, Smith JQ, Nichols T. A group analysis using the Multiregression Dynamic Models for fMRI networked time series. Journal of Statistical Planning and Inference. 198: 43-61. PMID 31007362 DOI: 10.1016/j.jspi.2018.03.004   
2019 Zhang B, Cao P. Classification of high dimensional biomedical data based on feature selection using redundant removal. Plos One. 14: e0214406. PMID 30964868 DOI: 10.1371/journal.pone.0214406   
2019 Furcila D, García M, Toader C, Morales J, LaTorre A, Rodríguez Á, Pastor L, DeFelipe J, Alonso-Nanclares L. InTool Explorer: An Interactive Exploratory Analysis Tool for Versatile Visualizations of Neuroscientific Data. Frontiers in Neuroanatomy. 13: 28. PMID 30914926 DOI: 10.3389/fnana.2019.00028   
2019 Zheng J, Lou K, Yang X, Bai C, Tang J. Weighted Mixed-Norm Regularized Regression for Robust Face Identification. Ieee Transactions On Neural Networks and Learning Systems. PMID 30908239 DOI: 10.1109/TNNLS.2019.2899073   
2019 Beer JC, Aizenstein HJ, Anderson SJ, Krafty RT. Incorporating Prior Information with Fused Sparse Group Lasso: Application to Prediction of Clinical Measures from Neuroimages. Biometrics. PMID 31022303 DOI: 10.1111/biom.13075   
2019 Ye C, Li X, Chen J. A deep network for tissue microstructure estimation using modified LSTM units. Medical Image Analysis. 55: 49-64. PMID 31022640 DOI: 10.1016/   
2019 Yang J, Liu L, Zhang L, Li G, Sun Z, Song H. Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology. Sensors (Basel, Switzerland). 19. PMID 30935145 DOI: 10.3390/s19071562   
2019 Gao J, Zhang T, Xu C. SMART: Joint Sampling and Regression for Visual Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30872227 DOI: 10.1109/TIP.2019.2904434   
2019 Van Houtven J, Agten A, Boonen K, Baggerman G, Hooyberghs J, Laukens K, Valkenborg D. QCQuan: A Web Tool for the Automated Assessment of Protein Expression and Data Quality of Labeled Mass Spectrometry Experiments. Journal of Proteome Research. PMID 30942071 DOI: 10.1021/acs.jproteome.9b00072   
2019 Masoudi-Sobhanzadeh Y, Motieghader H, Masoudi-Nejad A. FeatureSelect: a software for feature selection based on machine learning approaches. Bmc Bioinformatics. 20: 170. PMID 30943889 DOI: 10.1186/s12859-019-2754-0   
2019 Hepp T, Schmid M, Mayr A. Significance Tests for Boosted Location and Scale Models with Linear Base-Learners. The International Journal of Biostatistics. PMID 30990787 DOI: 10.1515/ijb-2018-0110   
2019 Kim T, Moon S, Xu K. Information-rich localization microscopy through machine learning. Nature Communications. 10: 1996. PMID 31040287 DOI: 10.1038/s41467-019-10036-z   
2019 Shi Y, Suk HI, Gao Y, Lee SW, Shen D. Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. Ieee Transactions On Neural Networks and Learning Systems. PMID 30908241 DOI: 10.1109/TNNLS.2019.2900077   
2019 Liu Y, Nie F, Gao Q, Gao X, Han J, Shao L. Flexible unsupervised feature extraction for image classification. Neural Networks : the Official Journal of the International Neural Network Society. 115: 65-71. PMID 30974302 DOI: 10.1016/j.neunet.2019.03.008   
2019 Russell-Buckland J, Barnes CP, Tachtsidis I. A Bayesian framework for the analysis of systems biology models of the brain. Plos Computational Biology. 15: e1006631. PMID 31026277 DOI: 10.1371/journal.pcbi.1006631   
2019 Liu Y, Zhang C, Cheng J, Chen X, Wang ZJ. A multi-scale data fusion framework for bone age assessment with convolutional neural networks. Computers in Biology and Medicine. 108: 161-173. PMID 31005008 DOI: 10.1016/j.compbiomed.2019.03.015   
2019 Tran QH, Hasegawa Y. Topological time-series analysis with delay-variant embedding. Physical Review. E. 99: 032209. PMID 30999533 DOI: 10.1103/PhysRevE.99.032209   
2019 Zhou T, Liu M, Thung KH, Shen D. Latent Representation Learning for Alzheimer's Disease Diagnosis with Incomplete Multi-modality Neuroimaging and Genetic Data - Supplementary Materials. Ieee Transactions On Medical Imaging. PMID 31021792 DOI: 10.1109/TMI.2019.2913158   
2019 Que Q, Belkin M. Back To The Future: Radial Basis Function Network Revisited. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30908191 DOI: 10.1109/TPAMI.2019.2906594   
2019 Stocchero M, Locci E, d'Aloja E, Nioi M, Baraldi E, Giordano G. PLS2 in Metabolomics. Metabolites. 9. PMID 30884746 DOI: 10.3390/metabo9030051   
2019 Williams DR, Rhemtulla M, Wysocki AC, Rast P. On Nonregularized Estimation of Psychological Networks. Multivariate Behavioral Research. 1-23. PMID 30957629 DOI: 10.1080/00273171.2019.1575716   
2019 Ding Y, Tang J, Guo F. The computational models of drug-target interaction prediction. Protein and Peptide Letters. PMID 30968771 DOI: 10.2174/0929866526666190410124110   
2019 Ranjan A, Fahad MS, Fernandez-Baca D, Deepak A, Tripathi S. Deep Robust Framework for Protein Function Prediction using Variable-Length Protein Sequences. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 30998479 DOI: 10.1109/TCBB.2019.2911609   
2019 Huang SS, Ku SH, Hsiao PY. Combining Weighted Contour Templates with HOGs for Human Detection Using Biased Boosting. Sensors (Basel, Switzerland). 19. PMID 30934635 DOI: 10.3390/s19061458   
2019 Yang J, Guo D, Li K, Wu Z, Lai YK. Global 3D Non-Rigid Registration of Deformable Objects Using a Single RGB-D Camera. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30951468 DOI: 10.1109/TIP.2019.2909197   
2019 Hwang S, Kim H, Kwon MW, Park J, Park BG. An Online Learning Method Using Spike-Timing Dependent Plasticity for Neuromorphic Systems. Journal of Nanoscience and Nanotechnology. 19: 6776-6780. PMID 31027028 DOI: 10.1166/jnn.2019.17120   
2019 Tang Y, Wang HJ, Sun Y, Hering AS. Copula-based semiparametric models for spatio-temporal data. Biometrics. PMID 31009058 DOI: 10.1111/biom.13066   
2019 Frisken S, Luo M, Machado I, Unadkat P, Juvekar P, Bunevicius A, Toews M, Wells WM, Miga MI, Golby AJ. Preliminary Results Comparing Thin Plate Splines with Finite Element Methods for Modeling Brain Deformation during Neurosurgery using Intraoperative Ultrasound. Proceedings of Spie--the International Society For Optical Engineering. 10951. PMID 31000909 DOI: 10.1117/12.2512799   
2019 Cao J, Soiaporn K, Carroll RJ, Ruppert D. Modeling and Prediction of Multiple Correlated Functional Outcomes. Journal of Agricultural, Biological, and Environmental Statistics. 24: 112-129. PMID 30956522 DOI: 10.1007/s13253-018-00344-0   
2019 Liu J, Zheng H, Zhang Y, Li X, Fang J, Liu Y, Liao C, Li Y, Zhao J. Dissolved Gases Forecasting Based on Wavelet Least Squares Support Vector Regression and Imperialist Competition Algorithm for Assessing Incipient Faults of Transformer Polymer Insulation. Polymers. 11. PMID 30960069 DOI: 10.3390/polym11010085   
2019 Almanjahie IM, Khan RN, Milne RK, Nomura T, Martinac B. Moving average filtering with deconvolution (MAD) for hidden Markov model with filtering and correlated noise. European Biophysics Journal : Ebj. PMID 31028435 DOI: 10.1007/s00249-019-01368-1   
2019 Vieira PM, Silva CP, Costa D, Vaz IF, Rolanda C, Lima CS. Automatic Segmentation and Detection of Small Bowel Angioectasias in WCE Images. Annals of Biomedical Engineering. PMID 30919139 DOI: 10.1007/s10439-019-02248-7   
2019 Yousefi A, Gillespie AK, Guidera JA, Karlsson M, Frank L, Eden U. Efficient Decoding of Multi-Dimensional Signals from Population Spiking Activity Using a Gaussian Mixture Particle Filter. Ieee Transactions On Bio-Medical Engineering. PMID 30932819 DOI: 10.1109/TBME.2019.2906640   
2019 Zibetti MVW, Helou ES, Regatte RR, Herman GT. Monotone FISTA with Variable Acceleration for Compressed Sensing Magnetic Resonance Imaging. Ieee Transactions On Computational Imaging. 5: 109-119. PMID 30984801 DOI: 10.1109/TCI.2018.2882681   
2019 Jia Y, Huang L, Chen H. A Two-Stage Method for Online Signature Verification Using Shape Contexts and Function Features. Sensors (Basel, Switzerland). 19. PMID 31014033 DOI: 10.3390/s19081808   
2019 Xu P, Cui T, Chen L. ANLoC: An Anomaly-Aware Node Localization Algorithm for WSNs in Complex Environments. Sensors (Basel, Switzerland). 19. PMID 31018490 DOI: 10.3390/s19081912   
2019 Martinez-Garcia M, Bertalmío M, Malo J. In Praise of Artifice Reloaded: Caution With Natural Image Databases in Modeling Vision. Frontiers in Neuroscience. 13: 8. PMID 30894796 DOI: 10.3389/fnins.2019.00008   
2019 Deist TM, Patti A, Wang Z, Krane D, Sorenson T, Craft D. Simulation assisted machine learning. Bioinformatics (Oxford, England). PMID 30903692 DOI: 10.1093/bioinformatics/btz199   
2019 Thomson W, Jabbari S, Taylor AE, Arlt W, Smith DJ. Simultaneous parameter estimation and variable selection via the logit-normal continuous analogue of the spike-and-slab prior. Journal of the Royal Society, Interface. 16: 20180572. PMID 30958174 DOI: 10.1098/rsif.2018.0572   
2019 Li Y, Liu J, Peng Z, Sheng C, Kim M, Yap PT, Wee CY, Shen D. Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. Neuroinformatics. PMID 30982183 DOI: 10.1007/s12021-019-09418-x   
2019 Geertsema EE, Visser GH, Viergever MA, Kalitzin SN. Automated remote fall detection using impact features from video and audio. Journal of Biomechanics. PMID 30922611 DOI: 10.1016/j.jbiomech.2019.03.007   
2019 Zhang J, Liu Z, Du B, He J, Li G, Chen D. Binary tree-like network with two-path Fusion Attention Feature for cervical cell nucleus segmentation. Computers in Biology and Medicine. 108: 223-233. PMID 31005797 DOI: 10.1016/j.compbiomed.2019.03.011   
2019 Roy AG, Conjeti S, Navab N, Wachinger C, . Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control. Neuroimage. PMID 30926511 DOI: 10.1016/j.neuroimage.2019.03.042   
2019 Jin D, Yang Y, Ge T, Wu D. A Fast Sparse Recovery Algorithm for Compressed Sensing Using Approximate ₀ Norm and Modified Newton Method. Materials (Basel, Switzerland). 12. PMID 30991650 DOI: 10.3390/ma12081227