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model ( 3404 )
distribut ( 989 )
bayesian ( 671 )
probabl ( 669 )
estim ( 659 )
approach ( 597 )
prior ( 554 )
observ ( 527 )
infer ( 521 )
statist ( 445 )
paramet ( 415 )
uncertainti ( 394 )
random ( 360 )
probabilist ( 311 )
mixtur ( 283 )
depend ( 282 )
markov ( 269 )
given ( 197 )
incorpor ( 195 )
consid ( 189 )
variabl ( 188 )
gaussian ( 187 )
exampl ( 185 )
stochast ( 172 )
unknown ( 170 )
assum ( 156 )
natur ( 154 )
general ( 150 )
appli ( 142 )
assumpt ( 142 )
hierarch ( 136 )
fit ( 133 )
hypothesi ( 132 )
input ( 131 )
chain ( 120 )
construct ( 120 )
empir ( 119 )
effect ( 111 )
sampl ( 110 )
expect ( 109 )
approxim ( 108 )
properti ( 88 )
account ( 88 )
count ( 88 )
heterogen ( 87 )
case ( 87 )
likelihood ( 80 )
maxim ( 76 )
under ( 73 )
simpl ( 69 )
often ( 64 )
generic ( 64 )
varianc ( 62 )
variat ( 59 )
multipl ( 54 )
joint ( 54 )
real ( 47 )
equal ( 45 )
independ ( 43 )
compon ( 40 )
fix ( 39 )
character ( 39 )
classic ( 39 )
multivari ( 36 )
letter ( 35 )
explicit ( 33 )
new ( 32 )
binari ( 32 )
spatial ( 27 )
calibr ( 27 )
either ( 26 )
discret ( 26 )
margin ( 25 )
extend ( 24 )
flexibl ( 22 )
procedur ( 21 )
magnitud ( 21 )
collect ( 21 )
basi ( 20 )
intuit ( 19 )
thus ( 18 )
topic ( 17 )
parametr ( 16 )
previous ( 16 )
proport ( 16 )
link ( 16 )
output ( 14 )
sinc ( 14 )
comput ( 14 )
much ( 12 )
imag ( 12 )
continu ( 12 )
turn ( 11 )
interv ( 11 )
usag ( 10 )
usual ( 10 )
minimum ( 10 )
prepar ( 10 )
field ( 10 )
form ( 10 )

Resumos

J Biomed Inform - Link-topic model for biomedical abbreviation disambiguation. ( 58 )
Neural Comput - A semiparametric Bayesian model for detecting synchrony among multiple neurons. ( 39 )
Med Decis Making - Bayesian calibration of a natural history model with application to a population model for colorectal cancer. ( 36 )
Med Decis Making - Calibration of complex models through Bayesian evidence synthesis: a demonstration and tutorial. ( 34 )
Artif Intell Med - On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks. ( 33 )
BMC Med Inform Decis Mak - A simulation model of colorectal cancer surveillance and recurrence. ( 32 )
Int J Health Geogr - Gumbel based p-value approximations for spatial scan statistics. ( 32 )
Med Decis Making - Identifying best-fitting inputs in health-economic model calibration: a Pareto frontier approach. ( 31 )
IEEE Trans Image Process - Automatic image equalization and contrast enhancement using Gaussian mixture modeling. ( 30 )
Med Decis Making - Assessing uncertainties surrounding combined endpoints for use in economic models. ( 30 )
Neural Comput - Efficient Markov chain Monte Carlo methods for decoding neural spike trains. ( 30 )
IEEE Trans Image Process - Generative Bayesian image super resolution with natural image prior. ( 28 )
IEEE Trans Image Process - Bayesian robust principal component analysis. ( 28 )
Spat Spatiotemporal Epidemiol - Mapping gender variation in the spatial pattern of alcohol-related mortality: a Bayesian analysis using data from South Yorkshire, United Kingdom. ( 28 )
BMC Med Inform Decis Mak - Decision support for hospital bed management using adaptable individual length of stay estimations and shared resources. ( 27 )
Med Decis Making - Not simply more of the same: distinguishing between patient heterogeneity and parameter uncertainty. ( 27 )
Comput Math Methods Med - Inference for ecological dynamical systems: a case study of two endemic diseases. ( 26 )
Brief. Bioinformatics - CaliBayes and BASIS: integrated tools for the calibration, simulation and storage of biological simulation models. ( 26 )
IEEE Trans Image Process - Studentized dynamical system for robust object tracking. ( 26 )
IEEE Trans Image Process - A Bayesian framework for image segmentation with spatially varying mixtures. ( 26 )
IEEE Trans Pattern Anal Mach Intell - Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? ( 26 )
IEEE Trans Image Process - Probabilistic image modeling with an extended chain graph for human activity recognition and image segmentation. ( 26 )
IEEE Trans Pattern Anal Mach Intell - Negative Binomial Process Count and Mixture Modeling. ( 26 )
Spat Spatiotemporal Epidemiol - A Bayesian space-time model for discrete spread processes on a lattice. ( 26 )
IEEE Trans Image Process - Statistical modeling of 3-D natural scenes with application to Bayesian stereopsis. ( 25 )
IEEE Trans Image Process - Blind image quality assessment: a natural scene statistics approach in the DCT domain. ( 25 )
Med Decis Making - Modeling and calibration for exposure to time-varying, modifiable risk factors: the example of smoking behavior in India. ( 25 )
Med Decis Making - Comparing Bayesian and frequentist approaches for multiple outcome mixed treatment comparisons. ( 25 )
IEEE Trans Image Process - Foreground object detection using top-down information based on EM framework. ( 24 )
IEEE Trans Image Process - Variational bayesian super resolution. ( 24 )
J Biomed Inform - Learning patient-specific predictive models from clinical data. ( 24 )
J. Comput. Biol. - A spatial haplotype copying model with applications to genotype imputation. ( 24 )
J. Comput. Biol. - Computational methods for a class of network models. ( 23 )
Med Biol Eng Comput - A poisson process model for hip fracture risk. ( 23 )
Med Decis Making - US-Based Drug Cost Parameter Estimation for Economic Evaluations. ( 23 )
Spat Spatiotemporal Epidemiol - Inference from ecological models: estimating the relative risk of stroke from air pollution exposure using small area data. ( 23 )
Artif Intell Med - Clinical time series prediction: Toward a hierarchical dynamical system framework. ( 22 )
IEEE Trans Image Process - Blind separation of time/position varying mixtures. ( 22 )
IEEE Trans Image Process - Bayesian inference of models and hyperparameters for robust optical-flow estimation. ( 22 )
IEEE Trans Image Process - Computationally tractable stochastic image modeling based on symmetric Markov mesh random fields. ( 22 )
Res Synth Methods - Critical interpretation of Cochran's Q test depends on power and prior assumptions about heterogeneity. ( 22 )
IEEE Trans Image Process - Variational Bayesian method for Retinex. ( 21 )
IEEE Trans Image Process - Bayesian technique for image classifying registration. ( 21 )
IEEE Trans Image Process - Posterior-mean super-resolution with a causal Gaussian Markov random field prior. ( 21 )
IEEE Trans Pattern Anal Mach Intell - Modeling Natural Images Using Gated MRFs. ( 21 )
Med Decis Making - A framework for addressing structural uncertainty in decision models. ( 21 )
Med Decis Making - How does early detection by screening affect disease progression? Modeling estimated benefits in prostate cancer screening. ( 21 )
Neural Comput - Efficient sensory encoding and Bayesian inference with heterogeneous neural populations. ( 21 )
Artif Intell Med - Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors. ( 20 )
Comput. Biol. Med. - Expectation-maximization technique for fibro-glandular discs detection in mammography images. ( 20 )
IEEE Trans Image Process - SAR-based terrain classification using weakly supervised hierarchical Markov aspect models. ( 20 )
IEEE Trans Image Process - A study of multiplicative watermark detection in the contourlet domain using alpha-stable distributions. ( 20 )
IEEE Trans Image Process - Counting people with low-level features and Bayesian regression. ( 20 )
IEEE Trans Pattern Anal Mach Intell - Articulated Human Detection with Flexible Mixtures-of-Parts. ( 20 )
Int J Health Geogr - Lung cancer and COPD rates in Apulia: a multilevel multimember model for smoothing disease mapping. ( 20 )
J Chem Inf Model - Molecular dynamics simulations of complex mixtures aimed at the preparation of naproxen-imprinted xerogels. ( 20 )
J. Comput. Biol. - An efficient data assimilation schema for restoration and extension of gene regulatory networks using time-course observation data. ( 20 )
Lifetime Data Anal - Bayesian nonparametric models for ranked set sampling. ( 20 )
Med Decis Making - A systematic comparison of microsimulation models of colorectal cancer: the role of assumptions about adenoma progression. ( 20 )
Neural Comput - Impact of spike train autostructure on probability distribution of joint spike events. ( 20 )
Neural Comput - The neural representation of time: an information-theoretic perspective. ( 20 )
Spat Spatiotemporal Epidemiol - Goodness-of-fit measures for individual-level models of infectious disease in a Bayesian framework. ( 20 )
Res Synth Methods - A Bayesian nonparametric meta-analysis model. ( 20 )
Artif Intell Med - Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. ( 19 )
Comput. Biol. Med. - Parameterization of the distribution of white and grey matter in MRI using the a-stable distribution. ( 19 )
Comput Methods Programs Biomed - NIMROD: a program for inference via a normal approximation of the posterior in models with random effects based on ordinary differential equations. ( 19 )
Comput Math Methods Med - Bayesian inference of the Weibull model based on interval-censored survival data. ( 19 )
IEEE Trans Image Process - Segmentation of stochastic images with a stochastic random walker method. ( 19 )
IEEE J Biomed Health Inform - A Gaussian Model-based Probabilistic Approach for Pulse Transit Time Estimation. ( 19 )
Med Decis Making - Linear regression metamodeling as a tool to summarize and present simulation model results. ( 19 )
Med Decis Making - Exploring model uncertainty in economic evaluation of health interventions: the example of rotavirus vaccination in Vietnam. ( 19 )
Lifetime Data Anal - Bayesian local influence for survival models. ( 19 )
Spat Spatiotemporal Epidemiol - A space-time point process model for analyzing and predicting case patterns of diarrheal disease in northwestern Ecuador. ( 19 )
Res Synth Methods - Random-effects meta-analysis of time-to-event data using the expectation-maximisation algorithm and shrinkage estimators. ( 19 )
Res Synth Methods - Bayesian model selection for meta-analysis of diagnostic test accuracy data: Application to Ddimer for deep vein thrombosis. ( 19 )
Comput Methods Programs Biomed - A Bayesian multilevel model for fMRI data analysis. ( 18 )
IEEE Trans Image Process - Track creation and deletion framework for long-term online multiface tracking. ( 18 )
IEEE Trans Image Process - Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model. ( 18 )
Comput Methods Programs Biomed - Identification of an integrated mathematical model of standard oral glucose tolerance test for characterization of insulin potentiation in health. ( 18 )
J. Med. Internet Res. - What explains usage of mobile physician-rating apps? Results from a web-based questionnaire. ( 18 )
Lifetime Data Anal - Bayesian semiparametric modeling for stochastic precedence, with applications in epidemiology and survival analysis. ( 18 )
Med Decis Making - The combined analysis of uncertainty and patient heterogeneity in medical decision models. ( 18 )
Med Decis Making - The choice of a noninformative prior on between-study variance strongly affects predictions of future treatment effect. ( 18 )
Med Decis Making - An agent-based simulation model for Clostridium difficile infection control. ( 18 )
Neural Comput - Multiple tests based on a gaussian approximation of the unitary events method with delayed coincidence count. ( 18 )
Appl Clin Inform - Acute diarrheal syndromic surveillance: effects of weather and holidays. ( 17 )
AMIA Annu Symp Proc - Pediatric readmission classification using stacked regularized logistic regression models. ( 17 )
AMIA Annu Symp Proc - Testing the calibration of classification models from first principles. ( 17 )
Comput Methods Programs Biomed - Life prediction of different commercial dental implants as influence by uncertainties in their fatigue material properties and loading conditions. ( 17 )
IEEE Trans Image Process - A probabilistic approach to realistic face synthesis with a single uncalibrated image. ( 17 )
IEEE Trans Image Process - Modeling and classifying human activities from trajectories using a class of space-varying parametric motion fields. ( 17 )
IEEE Trans Image Process - Wavelet variance analysis for random fields on a regular lattice. ( 17 )
IEEE Trans Pattern Anal Mach Intell - Causal Inference on Discrete Data using Additive Noise Models. ( 17 )
J Chem Inf Model - Global quantitative structure-activity relationship models vs selected local models as predictors of off-target activities for project compounds. ( 17 )
J Biomed Inform - Semantic concept-enriched dependence model for medical information retrieval. ( 17 )
J. Comput. Biol. - Characterizing the empirical distribution of prokaryotic genome n-mers in the presence of nullomers. ( 17 )
Lifetime Data Anal - A consistent NPMLE of the joint distribution function with competing risks data under the dependent masking and right-censoring model. ( 17 )
Med Decis Making - The role of value-of-information analysis in a health care research priority setting: a theoretical case study. ( 17 )
Neural Comput - Causal discovery via reproducing kernel Hilbert space embeddings. ( 17 )
BMC Med Inform Decis Mak - The predictability of claim-data-based comorbidity-adjusted models could be improved by using medication data. ( 16 )