Mijung Park - Related publications

2017- Uuniversity of Tuebingen Max Planck Institute for Intelligent Systems 
privacy preserving machine learning
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Sebastian J, Sur M, Murthy HA, Magimai-Doss M. Signal-to-signal neural networks for improved spike estimation from calcium imaging data. Plos Computational Biology. 17: e1007921. PMID 33647015 DOI: 10.1371/journal.pcbi.1007921   
2021 Wu H, Jones MP. Proportional likelihood ratio mixed model for discrete longitudinal data. Statistics in Medicine. PMID 33588517 DOI: 10.1002/sim.8902   
2021 Yi S, Zhou Y, Pan J. D-optimal designs of mean-covariance models for longitudinal data. Biometrical Journal. Biometrische Zeitschrift. PMID 33604890 DOI: 10.1002/bimj.202000129   
2021 Huh N, Kim SP, Lee J, Sohn JW. Extracting single-trial neural interaction using latent dynamical systems model. Molecular Brain. 14: 32. PMID 33588875 DOI: 10.1186/s13041-021-00740-7   
2021 Takahashi A, Suzuki T. Bayesian optimization for estimating the maximum tolerated dose in Phase I clinical trials. Contemporary Clinical Trials Communications. 21: 100753. PMID 33681528 DOI: 10.1016/j.conctc.2021.100753   
2021 Eliwa MS, Altun E, Alhussain ZA, Ahmed EA, Salah MM, Ahmed HH, El-Morshedy M. A new one-parameter lifetime distribution and its regression model with applications. Plos One. 16: e0246969. PMID 33606720 DOI: 10.1371/journal.pone.0246969   
2021 Zhang Z, Constandinou TG. Adaptive spike detection and hardware optimization towards autonomous, high-channel-count BMIs. Journal of Neuroscience Methods. 109103. PMID 33617917 DOI: 10.1016/j.jneumeth.2021.109103   
2021 Hung Y, Lin LH, Wu CFJ. Varying coefficient frailty models with applications in single molecular experiments. Biometrics. PMID 33630311 DOI: 10.1111/biom.13448   
2021 Ling Y, Yue Q, Huang T, Shan Q, Hei D, Zhang X, Jia W. Multi-nuclide source term estimation method for severe nuclear accidents from sequential gamma dose rate based on a recurrent neural network. Journal of Hazardous Materials. 414: 125546. PMID 33684811 DOI: 10.1016/j.jhazmat.2021.125546   
2021 Han B, Van Keilegom I, Wang X. Semiparametric estimation of the non-mixture cure model with auxiliary survival information. Biometrics. PMID 33721326 DOI: 10.1111/biom.13450   
2021 Zou B, Mi X, Tighe PJ, Koch GG, Zou F. On kernel machine learning for propensity score estimation under complex confounding structures. Pharmaceutical Statistics. PMID 33619894 DOI: 10.1002/pst.2105   
2021 Zhu R, Zhang X, Ma Y, Zou G. Model averaging estimation for high-dimensional covariance matrices with a network structure. The Econometrics Journal. 24: 177-197. PMID 33746562 DOI: 10.1093/ectj/utaa030   
2021 Sorzano COS, Moreno MAP, Martín FR, Montejo C, Aguilar-Ros A. A Signal Processing Approach to Pharmacokinetic Data Analysis. Pharmaceutical Research. PMID 33751326 DOI: 10.1007/s11095-021-03000-4   
2021 Lu Z, Lou W. Bayesian approaches to variable selection: a comparative study from practical perspectives. The International Journal of Biostatistics. PMID 33761580 DOI: 10.1515/ijb-2020-0130   
2021 Barzegar V, Laflamme S, Hu C, Dodson J. Multi-Time Resolution Ensemble LSTMs for Enhanced Feature Extraction in High-Rate Time Series. Sensors (Basel, Switzerland). 21. PMID 33802233 DOI: 10.3390/s21061954   
2021 Hou E, Lawrence E, Hero AO. Penalized ensemble Kalman filters for high dimensional non-linear systems. Plos One. 16: e0248046. PMID 33735201 DOI: 10.1371/journal.pone.0248046   
2021 Wu X, Liang R, Yang H. Penalized and constrained LAD estimation in fixed and high dimension. Statistical Papers (Berlin, Germany). 1-43. PMID 33814727 DOI: 10.1007/s00362-021-01229-0   
2021 Platkiewicz J, Saccomano Z, McKenzie S, English D, Amarasingham A. Monosynaptic inference via finely-timed spikes. Journal of Computational Neuroscience. PMID 33507429 DOI: 10.1007/s10827-020-00770-5   
2021 Sun YC, Yang GH. Remote State Estimation for Nonlinear Systems via a Fading Channel: A Risk-sensitive Approach. Ieee Transactions On Cybernetics. PMID 33661743 DOI: 10.1109/TCYB.2021.3052563   
2021 Liu Y, Yu Z, Sun H. Prediction Method of Gestational Diabetes Based on Electronic Medical Record Data. Journal of Healthcare Engineering. 2021: 6672072. PMID 33763194 DOI: 10.1155/2021/6672072   
2021 Wang W, Ahmad Z, Kharazmi O, Ampadu CB, Hafez EH, Mohie El-Din MM. New generalized-X family: Modeling the reliability engineering applications. Plos One. 16: e0248312. PMID 33788850 DOI: 10.1371/journal.pone.0248312   
2021 Busch EL, Slipski L, Feilong M, Guntupalli JS, Castello MVDO, Huckins JF, Nastase SA, Gobbini MI, Wager TD, Haxby JV. Hybrid Hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity. Neuroimage. 117975. PMID 33762217 DOI: 10.1016/j.neuroimage.2021.117975   
2021 Qiu Z, Ma H, Chen J, Dinse GE. Quantile regression models for survival data with missing censoring indicators. Statistical Methods in Medical Research. 962280221995986. PMID 33826461 DOI: 10.1177/0962280221995986   
2021 Qiu Z, Ma H, Chen J, Dinse GE. Quantile regression models for survival data with missing censoring indicators. Statistical Methods in Medical Research. 962280221995986. PMID 33826461 DOI: 10.1177/0962280221995986   
2021 Jin XB, Robert Jeremiah RJ, Su TL, Bai YT, Kong JL. The New Trend of State Estimation: From Model-Driven to Hybrid-Driven Methods. Sensors (Basel, Switzerland). 21. PMID 33809743 DOI: 10.3390/s21062085   
2021 Ye Z, Zhu Y, Coffman DL. Variable selection for causal mediation analysis using LASSO-based methods. Statistical Methods in Medical Research. 962280221997505. PMID 33755518 DOI: 10.1177/0962280221997505   
2021 Li J, Li Y, Jin B, Kosorok MR. Multithreshold change plane model: Estimation theory and applications in subgroup identification. Statistics in Medicine. PMID 33843100 DOI: 10.1002/sim.8976   
2021 Zhou J, Hoen AG, Mcritchie S, Pathmasiri W, Viles WD, Nguyen QP, Madan JC, Dade E, Karagas MR, Gui J. Information enhanced model selection for Gaussian graphical model with application to metabolomic data. Biostatistics (Oxford, England). PMID 33720330 DOI: 10.1093/biostatistics/kxab006   
2021 Cui H, Xie K. An accelerated hierarchical Bayesian crash frequency model with accommodation of spatiotemporal interactions. Accident; Analysis and Prevention. 153: 106018. PMID 33610089 DOI: 10.1016/j.aap.2021.106018   
2021 Li R, Wang H, Tu W. Robust estimation of heterogeneous treatment effects using electronic health record data. Statistics in Medicine. PMID 33738800 DOI: 10.1002/sim.8926   
2021 Yao LP, Pan ZL. Cuff-less blood pressure estimation from photoplethysmography signal and electrocardiogram. Physical and Engineering Sciences in Medicine. PMID 33738778 DOI: 10.1007/s13246-021-00989-1   
2021 Xiong Y, Braun WJ, Hu XJ. Estimating duration distribution aided by auxiliary longitudinal measures in presence of missing time origin. Lifetime Data Analysis. PMID 33818719 DOI: 10.1007/s10985-021-09520-w   
2021 Godoy BI, Vickers NA, Andersson SB. An Estimation Algorithm for General Linear Single Particle Tracking Models with Time-Varying Parameters. Molecules (Basel, Switzerland). 26. PMID 33567600 DOI: 10.3390/molecules26040886   
2021 Firman T, Huihui J, Clark AR, Ghosh K. Critical Comparison of MaxCal and Other Stochastic Modeling Approaches in Analysis of Gene Networks. Entropy (Basel, Switzerland). 23. PMID 33802879 DOI: 10.3390/e23030357   
2021 Vurtur Badarinath P, Chierichetti M, Davoudi Kakhki F. A Machine Learning Approach as a Surrogate for a Finite Element Analysis: Status of Research and Application to One Dimensional Systems. Sensors (Basel, Switzerland). 21. PMID 33673605 DOI: 10.3390/s21051654   
2021 Dinh C, Samuelsson JG, Hunold A, Hämäläinen MS, Khan S. Contextual MEG and EEG Source Estimates Using Spatiotemporal LSTM Networks. Frontiers in Neuroscience. 15: 552666. PMID 33767606 DOI: 10.3389/fnins.2021.552666   
2021 Zhang Q, Yi GY. Marginal analysis of bivariate mixed responses with measurement error and misclassification. Statistical Methods in Medical Research. 962280220983587. PMID 33635738 DOI: 10.1177/0962280220983587   
2021 Alsaadi FE, Wang Z, Luo Y, Alharbi NS, Alsaade FW. H∞ State Estimation for BAM Neural Networks With Binary Mode Switching and Distributed Leakage Delays Under Periodic Scheduling Protocol. Ieee Transactions On Neural Networks and Learning Systems. PMID 33587713 DOI: 10.1109/TNNLS.2021.3055942   
2021 Wang X, Hu T, Tang L. A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace. Ieee Transactions On Neural Networks and Learning Systems. PMID 33661737 DOI: 10.1109/TNNLS.2021.3059784   
2021 Raimúndez E, Dudkin E, Vanhoefer J, Alamoudi E, Merkt S, Fuhrmann L, Bai F, Hasenauer J. COVID-19 outbreak in Wuhan demonstrates the limitations of publicly available case numbers for epidemiological modeling. Epidemics. 34: 100439. PMID 33556763 DOI: 10.1016/j.epidem.2021.100439   
2021 Hernández-Sanjaime R, González M, Peñalver A, López-Espín JJ. Estimating Simultaneous Equation Models through an Entropy-Based Incremental Variational Bayes Learning Algorithm. Entropy (Basel, Switzerland). 23. PMID 33805175 DOI: 10.3390/e23040384   
2021 Roberts E, Zhao L. A Bayesian mixture model for changepoint estimation using ordinal predictors. The International Journal of Biostatistics. PMID 33823087 DOI: 10.1515/ijb-2020-0151   
2021 Balmert LC, Li R, Peng L, Jeong JH. Quantile regression on inactivity time. Statistical Methods in Medical Research. 962280221995977. PMID 33749407 DOI: 10.1177/0962280221995977   
2021 Gelman A, Vákár M. Slamming the sham: A Bayesian model for adaptive adjustment with noisy control data. Statistics in Medicine. PMID 33819927 DOI: 10.1002/sim.8973   
2021 Wang Z, Liu J, Ma Y, Chen B, Zheng N, Ren P. Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606643 DOI: 10.1109/TNNLS.2021.3056694   
2021 Jia B, Liang F, . Fast hybrid Bayesian integrative learning of multiple gene regulatory networks for type 1 diabetes. Biostatistics (Oxford, England). 22: 233-249. PMID 33838043 DOI: 10.1093/biostatistics/kxz027   
2021 Wang W, Lu SE, Cheng JQ, Xie M, Kostis JB. Multivariate survival analysis in big data: A divide-and-combine approach. Biometrics. PMID 33847371 DOI: 10.1111/biom.13469   
2021 Hu N, Mackey H, Thomas R. Power and sample size for random coefficient regression models in randomized experiments with monotone missing data. Biometrical Journal. Biometrische Zeitschrift. PMID 33586212 DOI: 10.1002/bimj.202000184   
2021 Marcotte CD, Fenton FH, Hoffman MJ, Cherry EM. Robust data assimilation with noise: Applications to cardiac dynamics. Chaos (Woodbury, N.Y.). 31: 013118. PMID 33754752 DOI: 10.1063/5.0033539   
2021 Choi H, Bajic IV. Affine Transformation-Based Deep Frame Prediction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33635788 DOI: 10.1109/TIP.2021.3060803