Lifetime Data Anal - Estimation and assessment of markov multistate models with intermittent observations on individuals.

Tópicos

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

Multistate models provide important methods of analysis for many life history processes, and this is an area where John Klein made numerous contributions. When individuals in a study group are observed continuously so that all transitions between states, and their times, are known, estimation and model checking is fairly straightforward. However, individuals in many studies are observed intermittently, and only the states occupied at the observation times are known. We review methods of estimation and assessment for Markov models in this situation. Numerical studies that show the effects of inter-observation times are provided, and new methods for assessing fit are given. An illustration involving viral load dynamics for HIV-positive persons is presented.

Resumo Limpo

multist model provid import method analysi mani life histori process area john klein made numer contribut individu studi group observ continu transit state time known estim model check fair straightforward howev individu mani studi observ intermitt state occupi observ time known review method estim assess markov model situat numer studi show effect interobserv time provid new method assess fit given illustr involv viral load dynam hivposit person present

Resumos Similares

IEEE Trans Pattern Anal Mach Intell - Causal Inference on Discrete Data using Additive Noise Models. ( 0,64611174687767 )
Spat Spatiotemporal Epidemiol - Spatial correlation in Bayesian logistic regression with misclassification. ( 0,645470308463281 )
Comput Methods Programs Biomed - The exponentiated exponential mixture and non-mixture cure rate model in the presence of covariates. ( 0,642705608926068 )
Res Synth Methods - Critical interpretation of Cochran's Q test depends on power and prior assumptions about heterogeneity. ( 0,622455213828914 )
Neural Comput - Impact of spike train autostructure on probability distribution of joint spike events. ( 0,614235876261285 )
Comput Math Methods Med - Bayesian inference of the Weibull model based on interval-censored survival data. ( 0,602558544285906 )
Spat Spatiotemporal Epidemiol - A Bayesian space-time model for discrete spread processes on a lattice. ( 0,602103781684879 )
BMC Med Inform Decis Mak - Is it possible to identify cases of coronary artery bypass graft postoperative surgical site infection accurately from claims data? ( 0,59792245483547 )
Int J Health Geogr - Climate change effects on Chikungunya transmission in Europe: geospatial analysis of vector's climatic suitability and virus' temperature requirements. ( 0,59753032208924 )
Spat Spatiotemporal Epidemiol - The detection of spatially localised outbreaks in campylobacteriosis notification data. ( 0,594808031695705 )
IEEE Trans Pattern Anal Mach Intell - Temporal Analysis of Motif Mixtures using Dirichlet Processes. ( 0,58928237641915 )
Med Decis Making - The impact of using informative priors in a Bayesian cost-effectiveness analysis: an application of endovascular versus open surgical repair for abdominal aortic aneurysms in high-risk patients. ( 0,584425547255601 )
Comput Math Methods Med - Bayesian hierarchical modeling for categorical longitudinal data from sedation measurements. ( 0,58183836763532 )
Comput Math Methods Med - Dynamics of high-risk nonvaccine human papillomavirus types after actual vaccination scheme. ( 0,574172534596893 )
Med Decis Making - Calibration of complex models through Bayesian evidence synthesis: a demonstration and tutorial. ( 0,572536962583382 )
Comput Math Methods Med - In silico modelling of tumour margin diffusion and infiltration: review of current status. ( 0,566259048123324 )
Med Biol Eng Comput - A poisson process model for hip fracture risk. ( 0,557188830599678 )
AMIA Annu Symp Proc - A natural language processing algorithm to define a venous thromboembolism phenotype. ( 0,556621513427817 )
Med Decis Making - Bayesian calibration of a natural history model with application to a population model for colorectal cancer. ( 0,555081110635646 )
Comput Methods Programs Biomed - Life prediction of different commercial dental implants as influence by uncertainties in their fatigue material properties and loading conditions. ( 0,548529337376101 )
J Biomed Inform - A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza. ( 0,547824724127933 )
Comput. Biol. Med. - SITDEM: a simulation tool for disease/endpoint models of association studies based on single nucleotide polymorphism genotypes. ( 0,545782952444386 )
Lifetime Data Anal - Diagnostic tools for bivariate accelerated life regression models. ( 0,543965694501871 )
IEEE J Biomed Health Inform - Temporal and spatial monitoring and prediction of epidemic outbreaks. ( 0,540477476834104 )
J. Comput. Biol. - Characterizing the empirical distribution of prokaryotic genome n-mers in the presence of nullomers. ( 0,538889235149271 )
Lifetime Data Anal - Bayesian nonparametric models for ranked set sampling. ( 0,538411280779226 )
Spat Spatiotemporal Epidemiol - A comparison of conditional autoregressive models used in Bayesian disease mapping. ( 0,536969451747282 )
Comput. Biol. Med. - Testing the involvement of baroreflex during general anesthesia through Granger causality approach. ( 0,535243463202601 )
Comput Math Methods Med - An empirical Bayes optimal discovery procedure based on semiparametric hierarchical mixture models. ( 0,53348496253465 )
Neural Comput - Attention as reward-driven optimization of sensory processing. ( 0,531608089989165 )
Comput Math Methods Med - A mathematical model of immune-system-melanoma competition. ( 0,530419739853307 )
Med Decis Making - Exploring model uncertainty in economic evaluation of health interventions: the example of rotavirus vaccination in Vietnam. ( 0,529238869887712 )
IEEE Trans Image Process - Single-image refocusing and defocusing. ( 0,527149138409276 )
Spat Spatiotemporal Epidemiol - A space-time point process model for analyzing and predicting case patterns of diarrheal disease in northwestern Ecuador. ( 0,524020638214936 )
Int J Health Geogr - Gumbel based p-value approximations for spatial scan statistics. ( 0,522498153518714 )
Lifetime Data Anal - A new threshold regression model for survival data with a cure fraction. ( 0,52055308263676 )
Lifetime Data Anal - A Bayesian proportional hazards model for general interval-censored data. ( 0,519836822809298 )
J. Comput. Biol. - Expectation-maximization algorithm for determining natural selection of Y-linked genes through two-sex branching processes. ( 0,519419271966778 )
Comput. Biol. Med. - Vector autoregression, structural equation modeling, and their synthesis in neuroimaging data analysis. ( 0,519384565003717 )
Comput Math Methods Med - Dynamics of a new strain of the H1N1 influenza A virus incorporating the effects of repetitive contacts. ( 0,519326807476154 )
J. Comput. Biol. - Computational methods for a class of network models. ( 0,519044846086213 )
Neural Comput - Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines. ( 0,518568491248852 )
Neural Comput - Multinomial Bayesian learning for modeling classical and nonclassical receptive field properties. ( 0,517939886618015 )
Lifetime Data Anal - Bayesian semiparametric modeling for stochastic precedence, with applications in epidemiology and survival analysis. ( 0,516264712343114 )
IEEE Trans Vis Comput Graph - The Perception of Visual Uncertainty Representation by Non-Experts. ( 0,516095707057499 )
Med Decis Making - Survival analysis and extrapolation modeling of time-to-event clinical trial data for economic evaluation: an alternative approach. ( 0,515000301001383 )
Neural Comput - Simple deterministically constructed cycle reservoirs with regular jumps. ( 0,514683381948935 )
Med Decis Making - Assessing uncertainties surrounding combined endpoints for use in economic models. ( 0,51346117088046 )
Med Decis Making - Comparing Bayesian and frequentist approaches for multiple outcome mixed treatment comparisons. ( 0,512434643798739 )
Int J Health Geogr - Modelling environmental factors correlated with podoconiosis: a geospatial study of non-filarial elephantiasis. ( 0,511404503487972 )
IEEE Trans Pattern Anal Mach Intell - Negative Binomial Process Count and Mixture Modeling. ( 0,510804203596153 )
Spat Spatiotemporal Epidemiol - An additive regression model for investigating the relationship between childhood health and socio-economic status. ( 0,510271847636695 )
Comput Math Methods Med - Influence of bundle diameter and attachment point on kinematic behavior in double bundle anterior cruciate ligament reconstruction using computational model. ( 0,508192928849506 )
J Am Med Inform Assoc - Mining local climate data to assess spatiotemporal dengue fever epidemic patterns in French Guiana. ( 0,506226165871172 )
Comput Math Methods Med - Immune response to a variable pathogen: a stochastic model with two interlocked Darwinian entities. ( 0,506127370543974 )
J Biomed Inform - Size matters: how population size influences genotype-phenotype association studies in anonymized data. ( 0,5059651336836 )
Neural Comput - Universal approximation depth and errors of narrow belief networks with discrete units. ( 0,505068648425777 )
J. Comput. Biol. - A spatial haplotype copying model with applications to genotype imputation. ( 0,504716981132076 )
IEEE Trans Image Process - Counting people with low-level features and Bayesian regression. ( 0,504468925359597 )
Lifetime Data Anal - A dynamic Mover-Stayer model for recurrent event processes subject to resolution. ( 0,504329939931145 )
Comput Biol Chem - On the geometric modeling approach to empirical null distribution estimation for empirical Bayes modeling of multiple hypothesis testing. ( 0,501183433608118 )
J Integr Bioinform - ExPlanes: exploring planes in triplet data. ( 0,500953208032526 )
Comput. Biol. Med. - Non-invasive estimation of skin thickness from hyperspectral imaging and validation using echography. ( 0,500325203286414 )
Health Informatics J - Development of a pseudo/anonymised primary care research database: Proof-of-concept study. ( 0,499652213104262 )
Spat Spatiotemporal Epidemiol - Inference from ecological models: estimating the relative risk of stroke from air pollution exposure using small area data. ( 0,498481093927448 )
Comput. Biol. Med. - Parameterization of the distribution of white and grey matter in MRI using the a-stable distribution. ( 0,497614789076747 )
Med Biol Eng Comput - Relationship between gluteal muscle activation and upper extremity kinematics and kinetics in softball position players. ( 0,49539879236978 )
Med Decis Making - Modeling and calibration for exposure to time-varying, modifiable risk factors: the example of smoking behavior in India. ( 0,495000414820516 )
Int J Health Geogr - Studying relationships between environment and malaria incidence in Camopi (French Guiana) through the objective selection of buffer-based landscape characterisations. ( 0,494699989803123 )
IEEE Trans Image Process - Bayesian robust principal component analysis. ( 0,493424486587107 )
Med Decis Making - A mathematical approach for evaluating Markov models in continuous time without discrete-event simulation. ( 0,493215425068607 )
Med Decis Making - Estimating multiparameter partial expected value of perfect information from a probabilistic sensitivity analysis sample: a nonparametric regression approach. ( 0,492732984041771 )
IEEE Trans Image Process - A study of multiplicative watermark detection in the contourlet domain using alpha-stable distributions. ( 0,492442558262763 )
J. Comput. Biol. - NP-MuScL: unsupervised global prediction of interaction networks from multiple data sources. ( 0,492350521647498 )
Res Synth Methods - A basic introduction to fixed-effect and random-effects models for meta-analysis. ( 0,492043930549787 )
IEEE Trans Pattern Anal Mach Intell - Modeling Natural Images Using Gated MRFs. ( 0,491667780108054 )
Lifetime Data Anal - Bayesian local influence for survival models. ( 0,490404986525292 )
BMC Med Inform Decis Mak - A simulation model of colorectal cancer surveillance and recurrence. ( 0,490011621241818 )
IEEE Trans Image Process - Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery. ( 0,489823315493331 )
Med Biol Eng Comput - Reduction of Poisson noise in measured time-resolved data for time-domain diffuse optical tomography. ( 0,489027078501657 )
IEEE Trans Image Process - Segmentation of stochastic images with a stochastic random walker method. ( 0,488672877137353 )
Methods Inf Med - Evaluating strategies for marker ranking in genome-wide association studies of complex traits. ( 0,488499654303212 )
Res Synth Methods - Automating network meta-analysis. ( 0,488408043364049 )
Comput Methods Programs Biomed - A Bayesian multilevel model for fMRI data analysis. ( 0,487247188211008 )
Res Synth Methods - A Bayesian nonparametric meta-analysis model. ( 0,487117443670013 )
Artif Intell Med - Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. ( 0,486065045931229 )
Spat Spatiotemporal Epidemiol - Goodness-of-fit measures for individual-level models of infectious disease in a Bayesian framework. ( 0,486002533546438 )
J Am Med Inform Assoc - Application of change point analysis to daily influenza-like illness emergency department visits. ( 0,485938148085845 )
Methods Inf Med - Generalized estimating equations. Notes on the choice of the working correlation matrix. ( 0,485798651759304 )
Spat Spatiotemporal Epidemiol - Review of methods for space-time disease surveillance. ( 0,48556821113339 )
Neural Comput - Multistability and perceptual inference. ( 0,485141299848697 )
IEEE Trans Pattern Anal Mach Intell - Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? ( 0,483994278443633 )
Comput Math Methods Med - Modeling the impact of climate change on the dynamics of Rift Valley Fever. ( 0,482689594223373 )
Comput Math Methods Med - Inference for ecological dynamical systems: a case study of two endemic diseases. ( 0,481562559959783 )
Neural Comput - A semiparametric Bayesian model for detecting synchrony among multiple neurons. ( 0,48118824764835 )
Int J Health Geogr - Estimating the geographic distribution of human Tanapox and potential reservoirs using ecological niche modeling. ( 0,480508647365861 )
Lifetime Data Anal - Isotonic estimation of survival under a misattribution of cause of death. ( 0,480325886873185 )
Res Synth Methods - Meta-analysis of a binary outcome using individual participant data and aggregate data. ( 0,480096328677612 )
IEEE Trans Vis Comput Graph - Visualizing the Variability of Gradients in Uncertain 2D Scalar Fields. ( 0,479844054613871 )
Comput Math Methods Med - Additive hazard regression models: an application to the natural history of human papillomavirus. ( 0,47896115590158 )