Joram Soch - Related publications

Affiliations: 
2010-2013 Department of Behavioral Neurology Leibniz Institute for Neurobiology (LIN), Magdeburg 
 2013- Theory and Analysis of Large-Scale Brain Signals Bernstein Center for Computational Neuroscience (BCCN) Berlin, Berlin, Berlin, Germany 
Area:
cognitive neuroscience, fMRI data analysis, Bayesian model selection
Website:
http://orcid.org/0000-0002-8879-5666
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Zhang Z, Zhang J, Tao J, Shi N. A General Three-Parameter Logistic Model With Time Effect. Frontiers in Psychology. 11: 1791. PMID 32849057 DOI: 10.3389/fpsyg.2020.01791   
2020 Huo X, Leng J, Hou Q, Zheng L, Zhao L. Assessing the explanatory and predictive performance of a random parameters count model with heterogeneity in means and variances. Accident; Analysis and Prevention. 147: 105759. PMID 32971380 DOI: 10.1016/j.aap.2020.105759   
2020 Hilton B, Sood AP, Evans TS. Predictive limitations of spatial interaction models: a non-Gaussian analysis. Scientific Reports. 10: 17474. PMID 33060807 DOI: 10.1038/s41598-020-74601-z   
2020 Zhang L, DiLernia A, Quevedo K, Camchong J, Lim K, Pan W. A random covariance model for bi-level graphical modeling with application to resting-state fMRI data. Biometrics. PMID 32865813 DOI: 10.1111/biom.13364   
2020 Mena RH, Velasco-Hernandez JX, Mantilla-Beniers NB, Carranco-Sapiéns GA, Benet L, Boyer D, Castillo IP. Using posterior predictive distributions to analyse epidemic models: COVID-19 in Mexico City. Physical Biology. 17: 065001. PMID 32959788 DOI: 10.1088/1478-3975/abb115   
2020 Westphal M, Brannath W. Evaluation of multiple prediction models: A novel view on model selection and performance assessment. Statistical Methods in Medical Research. 29: 1728-1745. PMID 31510862 DOI: 10.1177/0962280219854487   
2020 Tong X, Zhang T, Zhou J. Robust Bayesian growth curve modelling using conditional medians. The British Journal of Mathematical and Statistical Psychology. PMID 32926414 DOI: 10.1111/bmsp.12216   
2020 Giltrap D, Yeluripati J, Smith P, Fitton N, Smith W, Grant B, Dorich CD, Deng J, Topp CF, Abdalla M, Liáng LL, Snow V. Global Research Alliance N O chamber methodology guidelines: Summary of modeling approaches. Journal of Environmental Quality. 49: 1168-1185. PMID 33016456 DOI: 10.1002/jeq2.20119   
2020 Gu X, Hoijtink H, Mulder J. Bayesian One-Sided Variable Selection. Multivariate Behavioral Research. 1-15. PMID 32869690 DOI: 10.1080/00273171.2020.1813067   
2020 van Maanen L, Miletić S. The interpretation of behavior-model correlations in unidentified cognitive models. Psychonomic Bulletin & Review. PMID 32767046 DOI: 10.3758/s13423-020-01783-y   
2020 Porubsky VL, Goldberg AP, Rampadarath AK, Nickerson DP, Karr JR, Sauro HM. Best Practices for Making Reproducible Biochemical Models. Cell Systems. 11: 109-120. PMID 32853539 DOI: 10.1016/j.cels.2020.06.012   
2020 Gory JJ, Craigmile PF, MacEachern SN. A class of generalized linear mixed models adjusted for marginal interpretability. Statistics in Medicine. PMID 33094523 DOI: 10.1002/sim.8782   
2020 Mejia AF, Yue YR, Bolin D, Lindgren F, Lindquist MA. A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis. Journal of the American Statistical Association. 115: 501-520. PMID 33060871 DOI: 10.1080/01621459.2019.1611582   
2020 Wang X, Chinchilli VM. Analysis of crossover designs with nonignorable dropout. Statistics in Medicine. PMID 33012039 DOI: 10.1002/sim.8762   
2020 Burk KM, Narayan A, Orr JA. Efficient sampling for polynomial chaos-based uncertainty quantification and sensitivity analysis using weighted approximate Fekete points. International Journal For Numerical Methods in Biomedical Engineering. ecnm03395. PMID 32794272 DOI: 10.1002/cnm.3395   
2020 Mehdipour Ghazi M, Nielsen M, Pai A, Modat M, Jorge Cardoso M, Ourselin S, Sørensen L, . Robust parametric modeling of Alzheimer's disease progression. Neuroimage. 117460. PMID 33075562 DOI: 10.1016/j.neuroimage.2020.117460   
2020 Reis AC, Salis HM. An Automated Model Test System for Systematic Development and Improvement of Gene Expression Models. Acs Synthetic Biology. PMID 33054181 DOI: 10.1021/acssynbio.0c00394   
2020 Montesinos-López OA, Montesinos-López JC, Singh P, Lozano-Ramirez N, Barrón-López A, Montesinos-López A, Crossa J. A Multivariate Poisson Deep Learning Model for Genomic Prediction of Count Data. G3 (Bethesda, Md.). PMID 32934019 DOI: 10.1534/g3.120.401631   
2020 Tran MN, Scharth M, Gunawan D, Kohn R, Brown SD, Hawkins GE. Robustly estimating the marginal likelihood for cognitive models via importance sampling. Behavior Research Methods. PMID 33001382 DOI: 10.3758/s13428-020-01348-w   
2020 Gonçalves PJ, Lueckmann JM, Deistler M, Nonnenmacher M, Öcal K, Bassetto G, Chintaluri C, Podlaski WF, Haddad SA, Vogels T, Greenberg DS, Macke JH. Training deep neural density estimators to identify mechanistic models of neural dynamics. Elife. 9. PMID 32940606 DOI: 10.7554/eLife.56261   
2020 Zhang Z, He D, Song Y, Yan Z, Wang X, Shao J, Hou Z. Exploring the Inter-voxel Information in Pharmacokinetic Maps for Cervical Carcinoma Prediction. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1477-1480. PMID 33018270 DOI: 10.1109/EMBC44109.2020.9176233   
2020 Zhang Z, He D, Song Y, Yan Z, Wang X, Shao J, Hou Z. Exploring the Inter-voxel Information in Pharmacokinetic Maps for Cervical Carcinoma Prediction. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1477-1480. PMID 33018270 DOI: 10.1109/EMBC44109.2020.9176233   
2020 Yu H, Zou J, Zhang W. [Research on Mathematical Distribution of Failure Time and Engineering Evaluation for Medical Electrical Equipment Based on Operation and Maintenance Data]. Zhongguo Yi Liao Qi Xie Za Zhi = Chinese Journal of Medical Instrumentation. 44: 199-204. PMID 32621425 DOI: 10.3969/j.issn.1671-7104.2020.03.003   
2020 Sharma S, Chaudhury S, Jayadeva. Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048770 DOI: 10.1109/TNNLS.2020.3027773   
2020 Sørensen Ø, Brandmaier AM, Macià D, Ebmeier K, Ghisletta P, Kievit RA, Mowinckel AM, Walhovd KB, Westerhausen R, Fjell A. Meta-Analysis of Generalized Additive Models in Neuroimaging Studies. Neuroimage. 117416. PMID 33017652 DOI: 10.1016/j.neuroimage.2020.117416   
2020 Bresson G, Chaturvedi A, Rahman MA, . Seemingly unrelated regression with measurement error: estimation via Markov Chain Monte Carlo and mean field variational Bayes approximation. The International Journal of Biostatistics. PMID 32949454 DOI: 10.1515/ijb-2019-0120   
2020 Taghizadeh L, Karimi A, Heitzinger C. Uncertainty quantification in epidemiological models for the COVID-19 pandemic. Computers in Biology and Medicine. 125: 104011. PMID 33091766 DOI: 10.1016/j.compbiomed.2020.104011   
2020 Kaxiras E, Neofotistos G, Angelaki E. The first 100 days: Modeling the evolution of the COVID-19 pandemic. Chaos, Solitons, and Fractals. 138: 110114. PMID 32834582 DOI: 10.1016/j.chaos.2020.110114   
2020 Arizmendi C, Gates K, Fredrickson B, Wright A. Specifying exogeneity and bilinear effects in data-driven model searches. Behavior Research Methods. PMID 33037600 DOI: 10.3758/s13428-020-01469-2   
2020 Rast P, Martin SR, Liu S, Williams DR. A new frontier for studying within-person variability: Bayesian multivariate generalized autoregressive conditional heteroskedasticity models. Psychological Methods. PMID 33001672 DOI: 10.1037/met0000357   
2020 Hamiye Beyaztas B, Bandyopadhyay S. Robust estimation for linear panel data models. Statistics in Medicine. PMID 32901960 DOI: 10.1002/sim.8732   
2020 Zhang H, Yuan A, Tan MT. Targeted design for adaptive clinical trials via semiparametric model. The International Journal of Biostatistics. PMID 33027048 DOI: 10.1515/ijb-2018-0100   
2020 den Uijl MJ, Schoenmakers PJ, Pirok BWJ, van Bommel MR. Recent applications of retention modelling in liquid chromatography. Journal of Separation Science. PMID 33058527 DOI: 10.1002/jssc.202000905   
2020 Zhang X, Yu Y, Xiong F, Luo L. Prediction of Daily Blood Sampling Room Visits Based on ARIMA and SES Model. Computational and Mathematical Methods in Medicine. 2020: 1720134. PMID 32963583 DOI: 10.1155/2020/1720134   
2020 Pouranbarani E, Berg LA, Oliveira RS, Dos Santos RW, Nygren A. Improved Accuracy of Cardiac Tissue-Level Simulations by Considering Membrane Resistance as a Cellular-Level Optimization Objective. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2487-2490. PMID 33018511 DOI: 10.1109/EMBC44109.2020.9176128   
2020 Nadler P, Wang S, Arcucci R, Yang X, Guo Y. An epidemiological modelling approach for COVID-19 via data assimilation. European Journal of Epidemiology. PMID 32888169 DOI: 10.1007/s10654-020-00676-7   
2020 Kragh Andersen P, Pohar Perme M, van Houwelingen HC, Cook RJ, Joly P, Martinussen T, Taylor JMG, Abrahamowicz M, Therneau TM. Analysis of time-to-event for observational studies: Guidance to the use of intensity models. Statistics in Medicine. PMID 33043497 DOI: 10.1002/sim.8757   
2020 Torre A, Medina-Rodríguez S, Segura JC, Fernández-Sánchez JF. A Polynomial-Exponent Model for Calibrating the Frequency Response of Photoluminescence-Based Sensors. Sensors (Basel, Switzerland). 20. PMID 32824694 DOI: 10.3390/s20164635   
2020 Margaritella N, Inácio V, King R. Parameter clustering in Bayesian functional principal component analysis of neuroscientific data. Statistics in Medicine. PMID 33040367 DOI: 10.1002/sim.8768   
2020 Chapple AG, Thall PF. Comparison of Phase I-II designs with parametric or semi-parametric models using two different risk-benefit trade-off criteria. Contemporary Clinical Trials. 97: 106099. PMID 32822828 DOI: 10.1016/j.cct.2020.106099   
2020 Chen Q, Nicholson G, Ye J, Zhao Y, Roberts C. Estimating Residual Life Distributions of Complex Operational Systems Using a Remaining Maintenance Free Operating Period (RMFOP)-Based Methodology. Sensors (Basel, Switzerland). 20. PMID 32992886 DOI: 10.3390/s20195504   
2020 Santosh KC. COVID-19 Prediction Models and Unexploited Data. Journal of Medical Systems. 44: 170. PMID 32794042 DOI: 10.1007/s10916-020-01645-z   
2020 Zaraca F, Pipitone M, Feil B, Perkmann R, Bertolaccini L, Curcio C, Crisci R, , Mancuso M, Pernazza F, Refai M, Srella F, Argnani D, Marulli G, De Palma A, et al. Predicting a prolonged air leak after video assisted thoracic surgery, is it really possible? Seminars in Thoracic and Cardiovascular Surgery. PMID 32853737 DOI: 10.1053/j.semtcvs.2020.08.012   
2020 Zaraca F, Pipitone M, Feil B, Perkmann R, Bertolaccini L, Curcio C, Crisci R, , Mancuso M, Pernazza F, Refai M, Srella F, Argnani D, Marulli G, De Palma A, et al. Predicting a prolonged air leak after video assisted thoracic surgery, is it really possible? Seminars in Thoracic and Cardiovascular Surgery. PMID 32853737 DOI: 10.1053/j.semtcvs.2020.08.012   
2020 Lydon-Staley DM, Cornblath EJ, Blevins AS, Bassett DS. Modeling brain, symptom, and behavior in the winds of change. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32859996 DOI: 10.1038/s41386-020-00805-6   
2020 Sattari MT, Feizi H, Colak MS, Ozturk A, Apaydin H, Ozturk F. Estimation of sodium adsorption ratio in a river with kernel-based and decision-tree models. Environmental Monitoring and Assessment. 192: 575. PMID 32772253 DOI: 10.1007/s10661-020-08506-9   
2020 Forrest WF, Alicke B, Mayba O, Osinska M, Jakubczak M, Piatkowski P, Choniawko L, Starr A, Gould SE. Generalized additive mixed modeling of longitudinal tumor growth reduces bias and improves decision making in translational oncology. Cancer Research. PMID 32978171 DOI: 10.1158/0008-5472.CAN-20-0342   
2020 de Pablos JL, Menga E, Romero I. A Methodology for the Statistical Calibration of Complex Constitutive Material Models: Application to Temperature-Dependent Elasto-Visco-Plastic Materials. Materials (Basel, Switzerland). 13. PMID 33023178 DOI: 10.3390/ma13194402   
2020 Rajagopal K, Hasanzadeh N, Parastesh F, Hamarash II, Jafari S, Hussain I. A fractional-order model for the novel coronavirus (COVID-19) outbreak. Nonlinear Dynamics. 1-8. PMID 32836806 DOI: 10.1007/s11071-020-05757-6   
2020 Xu Z, Sinha D, Bradley JR. Joint analysis of recurrence and termination: A Bayesian latent class approach. Statistical Methods in Medical Research. 962280220962522. PMID 33050774 DOI: 10.1177/0962280220962522