Spat Spatiotemporal Epidemiol - Mapping gender variation in the spatial pattern of alcohol-related mortality: a Bayesian analysis using data from South Yorkshire, United Kingdom.

Tópicos

{ model(3404) distribut(989) bayesian(671) }
{ age(1611) year(1155) adult(843) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ estim(2440) model(1874) function(577) }
{ risk(3053) factor(974) diseas(938) }
{ cost(1906) reduc(1198) effect(832) }
{ perform(1367) use(1326) method(1137) }
{ sequenc(1873) structur(1644) protein(1328) }
{ error(1145) method(1030) estim(1020) }
{ measur(2081) correl(1212) valu(896) }
{ bind(1733) structur(1185) ligand(1036) }
{ chang(1828) time(1643) increas(1301) }
{ search(2224) databas(1162) retriev(909) }
{ featur(1941) imag(1645) propos(1176) }
{ spatial(1525) area(1432) region(1030) }
{ group(2977) signific(1463) compar(1072) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ data(1737) use(1416) pattern(1282) }
{ imag(1057) registr(996) error(939) }
{ method(1219) similar(1157) match(930) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ concept(1167) ontolog(924) domain(897) }
{ method(984) reconstruct(947) comput(926) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ import(1318) role(1303) understand(862) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ can(981) present(881) function(850) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ learn(2355) train(1041) set(1003) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ gene(2352) biolog(1181) express(1162) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Gender variation in the spatial pattern of alcohol-related deaths in South Yorkshire, UK for the period 1999 and 2003 was explored using two Bayesian modelling approaches. Firstly, separate models were fitted to male and female deaths, each with a fixed effect deprivation covariate and a random effect with unstructured and spatially structured terms. In a modification to the initial models, covariates were assumed estimated with error rather than known with certainty. In the second modelling approach male and female deaths were modelled jointly with a shared component for random effects. A range of different unstructured and spatially structured specifications for the shared and gender-specific random effects were fitted. In the best fitting shared component model a spatially structured prior was assumed for the shared component, while gender-specific components were assumed unstructured. Deprivation coefficients and random effect standard deviations were very similar between the gender-specific and shared component models. In each case the effect of deprivation was observed to be greater in males than in females, and slightly larger in the measurement error models than in the fixed covariate models. Greater variation was observed in the spatially smoothed estimates of risk for males versus females in both gender-specific and shared component models. The shared component explained a greater proportion of the male risk than it did the female risk. The analysis approach reveals the residual (unexplained by deprivation) gender-specific and shared risk surfaces, information which may be useful for guiding public health action.

Resumo Limpo

gender variat spatial pattern alcoholrel death south yorkshir uk period explor use two bayesian model approach first separ model fit male femal death fix effect depriv covari random effect unstructur spatial structur term modif initi model covari assum estim error rather known certainti second model approach male femal death model joint share compon random effect rang differ unstructur spatial structur specif share genderspecif random effect fit best fit share compon model spatial structur prior assum share compon genderspecif compon assum unstructur depriv coeffici random effect standard deviat similar genderspecif share compon model case effect depriv observ greater male femal slight larger measur error model fix covari model greater variat observ spatial smooth estim risk male versus femal genderspecif share compon model share compon explain greater proport male risk femal risk analysi approach reveal residu unexplain depriv genderspecif share risk surfac inform may use guid public health action

Resumos Similares

Med Decis Making - Linear regression metamodeling as a tool to summarize and present simulation model results. ( 0,775075806003566 )
Med Decis Making - Calibration of complex models through Bayesian evidence synthesis: a demonstration and tutorial. ( 0,7545938583067 )
Lifetime Data Anal - Bayesian nonparametric models for ranked set sampling. ( 0,733359893212397 )
Comput Methods Programs Biomed - The exponentiated exponential mixture and non-mixture cure rate model in the presence of covariates. ( 0,732686167210677 )
IEEE Trans Image Process - Variational Bayesian method for Retinex. ( 0,726942424358933 )
Res Synth Methods - Bayesian model selection for meta-analysis of diagnostic test accuracy data: Application to Ddimer for deep vein thrombosis. ( 0,719611592943574 )
Neural Comput - A semiparametric Bayesian model for detecting synchrony among multiple neurons. ( 0,719107443166894 )
Med Decis Making - A systematic comparison of microsimulation models of colorectal cancer: the role of assumptions about adenoma progression. ( 0,712938579653978 )
Res Synth Methods - A Bayesian nonparametric meta-analysis model. ( 0,708923809940455 )
Spat Spatiotemporal Epidemiol - Inference from ecological models: estimating the relative risk of stroke from air pollution exposure using small area data. ( 0,702935443980175 )
Res Synth Methods - A basic introduction to fixed-effect and random-effects models for meta-analysis. ( 0,70138688962887 )
Lifetime Data Anal - Bayesian semiparametric modeling for stochastic precedence, with applications in epidemiology and survival analysis. ( 0,700407417051848 )
IEEE Trans Pattern Anal Mach Intell - Modeling Natural Images Using Gated MRFs. ( 0,695143594981732 )
J. Comput. Biol. - A spatial haplotype copying model with applications to genotype imputation. ( 0,690838598991309 )
Comput Math Methods Med - Inference for ecological dynamical systems: a case study of two endemic diseases. ( 0,68477597350923 )
Spat Spatiotemporal Epidemiol - Goodness-of-fit measures for individual-level models of infectious disease in a Bayesian framework. ( 0,682661639279415 )
IEEE Trans Pattern Anal Mach Intell - Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? ( 0,682506793429476 )
Comput Math Methods Med - Bayesian inference of the Weibull model based on interval-censored survival data. ( 0,681856898746609 )
Spat Spatiotemporal Epidemiol - Bayesian hierarchical modeling of the dynamics of spatio-temporal influenza season outbreaks. ( 0,673156695547222 )
Lifetime Data Anal - An additive-multiplicative rates model for recurrent event data with informative terminal event. ( 0,669969331879879 )
Med Decis Making - Bayesian calibration of a natural history model with application to a population model for colorectal cancer. ( 0,668564002949205 )
Neural Comput - Efficient Markov chain Monte Carlo methods for decoding neural spike trains. ( 0,667203145233044 )
Comput Math Methods Med - Bayesian hierarchical modeling for categorical longitudinal data from sedation measurements. ( 0,664628637595417 )
Comput Methods Programs Biomed - A Bayesian multilevel model for fMRI data analysis. ( 0,663939299183555 )
Med Decis Making - Exploring model uncertainty in economic evaluation of health interventions: the example of rotavirus vaccination in Vietnam. ( 0,661974120413347 )
Lifetime Data Anal - Bayesian local influence for survival models. ( 0,658871810772601 )
Med Decis Making - Not simply more of the same: distinguishing between patient heterogeneity and parameter uncertainty. ( 0,655887282414688 )
J. Comput. Biol. - Expectation-maximization algorithm for determining natural selection of Y-linked genes through two-sex branching processes. ( 0,653428225268147 )
Spat Spatiotemporal Epidemiol - A space-time point process model for analyzing and predicting case patterns of diarrheal disease in northwestern Ecuador. ( 0,652325709167502 )
BMC Med Inform Decis Mak - Is pathology necessary to predict mortality among men with prostate-cancer? ( 0,652056025674014 )
Med Decis Making - Assessing uncertainties surrounding combined endpoints for use in economic models. ( 0,651779407350717 )
Spat Spatiotemporal Epidemiol - A Bayesian hierarchical model of nontraumatic lower-extremity amputation rates. ( 0,649120492706356 )
IEEE Trans Image Process - Bayesian robust principal component analysis. ( 0,64728461133202 )
AMIA Annu Symp Proc - Learning to predict post-hospitalization VTE risk from EHR data. ( 0,644274277621546 )
Comput Methods Programs Biomed - Identification of an integrated mathematical model of standard oral glucose tolerance test for characterization of insulin potentiation in health. ( 0,643630191412001 )
Med Decis Making - A framework for addressing structural uncertainty in decision models. ( 0,642783872053392 )
J. Comput. Biol. - Computational methods for a class of network models. ( 0,642718014657329 )
IEEE Trans Neural Netw Learn Syst - Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data. ( 0,642564913612897 )
AMIA Annu Symp Proc - Testing the calibration of classification models from first principles. ( 0,639929958826668 )
Comput Math Methods Med - An empirical Bayes optimal discovery procedure based on semiparametric hierarchical mixture models. ( 0,637189654147951 )
J Biomed Inform - Learning patient-specific predictive models from clinical data. ( 0,63690679821897 )
Res Synth Methods - Critical interpretation of Cochran's Q test depends on power and prior assumptions about heterogeneity. ( 0,636298145306312 )
IEEE Trans Image Process - Computationally tractable stochastic image modeling based on symmetric Markov mesh random fields. ( 0,635570213047277 )
IEEE Trans Image Process - Blind separation of time/position varying mixtures. ( 0,635491508893285 )
IEEE Trans Image Process - Posterior-mean super-resolution with a causal Gaussian Markov random field prior. ( 0,634944088601199 )
Neural Comput - Bayesian community detection. ( 0,634392682428062 )
IEEE Trans Image Process - Probabilistic image modeling with an extended chain graph for human activity recognition and image segmentation. ( 0,631727044956387 )
Med Decis Making - Comparing Bayesian and frequentist approaches for multiple outcome mixed treatment comparisons. ( 0,630874242320988 )
IEEE Trans Image Process - A Bayesian framework for image segmentation with spatially varying mixtures. ( 0,629795687638975 )
Brief. Bioinformatics - The dilemma of choosing the ideal permutation strategy while estimating statistical significance of genome-wide enrichment. ( 0,629749560531638 )
IEEE Trans Pattern Anal Mach Intell - Negative Binomial Process Count and Mixture Modeling. ( 0,627985479281485 )
Comput. Biol. Med. - Expectation-maximization technique for fibro-glandular discs detection in mammography images. ( 0,622293918459618 )
IEEE Trans Image Process - Counting people with low-level features and Bayesian regression. ( 0,62051527374629 )
Med Decis Making - Measuring risk perceptions: what does the excessive use of 50% mean? ( 0,617840944008465 )
IEEE Trans Image Process - Generative Bayesian image super resolution with natural image prior. ( 0,617214617266758 )
Lifetime Data Anal - Misclassification of current status data. ( 0,6154979695627 )
Med Decis Making - Modeling and calibration for exposure to time-varying, modifiable risk factors: the example of smoking behavior in India. ( 0,613700785336094 )
IEEE Trans Image Process - Bayesian inference of models and hyperparameters for robust optical-flow estimation. ( 0,613469172858907 )
J Biomed Inform - Link-topic model for biomedical abbreviation disambiguation. ( 0,6096326395719 )
Med Decis Making - Identifying best-fitting inputs in health-economic model calibration: a Pareto frontier approach. ( 0,607713067247903 )
Spat Spatiotemporal Epidemiol - A Bayesian space-time model for discrete spread processes on a lattice. ( 0,607258585397279 )
J Integr Bioinform - Analyzing phylogenetic trees with timed and probabilistic model checking: the lactose persistence case study. ( 0,60712731267189 )
Lifetime Data Anal - Diagnostic tools for bivariate accelerated life regression models. ( 0,603934202479439 )
Spat Spatiotemporal Epidemiol - The detection of spatially localised outbreaks in campylobacteriosis notification data. ( 0,603712425745326 )
Lifetime Data Anal - Proportional hazards models with discrete frailty. ( 0,603401704098717 )
Lifetime Data Anal - A consistent NPMLE of the joint distribution function with competing risks data under the dependent masking and right-censoring model. ( 0,602536242271672 )
J. Comput. Biol. - On the inference of dirichlet mixture priors for protein sequence comparison. ( 0,600132845945478 )
BMC Med Inform Decis Mak - Optimum binary cut-off threshold of a diagnostic test: comparison of different methods using Monte Carlo technique. ( 0,599795282984397 )
J. Comput. Biol. - Characterizing the empirical distribution of prokaryotic genome n-mers in the presence of nullomers. ( 0,599082430536851 )
Med Biol Eng Comput - A poisson process model for hip fracture risk. ( 0,598934610977596 )
Neural Comput - Determination and the no-free-lunch paradox. ( 0,597022537608615 )
IEEE Trans Pattern Anal Mach Intell - Articulated Human Detection with Flexible Mixtures-of-Parts. ( 0,596012061503337 )
Int J Health Geogr - Gumbel based p-value approximations for spatial scan statistics. ( 0,592684347826398 )
Lifetime Data Anal - Parametric survival densities from phase-type models. ( 0,592206711794674 )
Med Decis Making - Cost-effectiveness of adjuvant FOLFOX and 5FU/LV chemotherapy for patients with stage II colon cancer. ( 0,591226126265496 )
J. Med. Internet Res. - De-identification methods for open health data: the case of the Heritage Health Prize claims dataset. ( 0,58882245900469 )
Neural Comput - A finite-sample, distribution-free, probabilistic lower bound on mutual information. ( 0,587451193148163 )
Res Synth Methods - Random-effects meta-analysis of time-to-event data using the expectation-maximisation algorithm and shrinkage estimators. ( 0,584902500865014 )
Artif Intell Med - On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks. ( 0,584758430667681 )
Med Decis Making - Communication of uncertainty regarding individualized cancer risk estimates: effects and influential factors. ( 0,584527314826324 )
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. ( 0,583742035443411 )
Lifetime Data Anal - A new threshold regression model for survival data with a cure fraction. ( 0,58278785337254 )
Med Decis Making - US-Based Drug Cost Parameter Estimation for Economic Evaluations. ( 0,581783674225042 )
Neural Comput - Efficient sensory encoding and Bayesian inference with heterogeneous neural populations. ( 0,580155182808936 )
Comput Math Methods Med - Additive hazard regression models: an application to the natural history of human papillomavirus. ( 0,579885192705984 )
IEEE Trans Pattern Anal Mach Intell - Causal Inference on Discrete Data using Additive Noise Models. ( 0,579807552125771 )
Med Decis Making - The role of value-of-information analysis in a health care research priority setting: a theoretical case study. ( 0,57943192861418 )
Med Decis Making - Accounting for methodological, structural, and parameter uncertainty in decision-analytic models: a practical guide. ( 0,578704438903764 )
BMC Med Inform Decis Mak - A simulation model of colorectal cancer surveillance and recurrence. ( 0,577742546096978 )
IEEE Trans Image Process - Studentized dynamical system for robust object tracking. ( 0,576451151392314 )
IEEE Trans Image Process - Blind image quality assessment: a natural scene statistics approach in the DCT domain. ( 0,574519993166111 )
IEEE Trans Image Process - Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery. ( 0,573189668422934 )
Comput Biol Chem - On the geometric modeling approach to empirical null distribution estimation for empirical Bayes modeling of multiple hypothesis testing. ( 0,572043509662455 )
Brief. Bioinformatics - Iteratively reweighted LASSO for mapping multiple quantitative trait loci. ( 0,571787728673285 )
Neural Comput - Attention as reward-driven optimization of sensory processing. ( 0,57168341413096 )
Med Decis Making - Estimating multiparameter partial expected value of perfect information from a probabilistic sensitivity analysis sample: a nonparametric regression approach. ( 0,571621521406299 )
Lifetime Data Anal - Quadratic fractional age assumption revisited. ( 0,570511212028434 )
Neural Comput - Regularized parameter estimation in high-dimensional gaussian mixture models. ( 0,570447943739028 )
Spat Spatiotemporal Epidemiol - Spatial correlation in Bayesian logistic regression with misclassification. ( 0,568558402362231 )
IEEE Trans Pattern Anal Mach Intell - Temporal Analysis of Motif Mixtures using Dirichlet Processes. ( 0,566327229682428 )