Comput Math Methods Med - A semiparametric bivariate probit model for joint modeling of outcomes in STEMI patients.

Tópicos

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

Resumo

In this work we analyse the relationship among in-hospital mortality and a treatment effectiveness outcome in patients affected by ST-Elevation myocardial infarction. The main idea is to carry out a joint modeling of the two outcomes applying a Semiparametric Bivariate Probit Model to data arising from a clinical registry called STEMI Archive. A realistic quantification of the relationship between outcomes can be problematic for several reasons. First, latent factors associated with hospitals organization can affect the treatment efficacy and/or interact with patient's condition at admission time. Moreover, they can also directly influence the mortality outcome. Such factors can be hardly measurable. Thus, the use of classical estimation methods will clearly result in inconsistent or biased parameter estimates. Secondly, covariate-outcomes relationships can exhibit nonlinear patterns. Provided that proper statistical methods for model fitting in such framework are available, it is possible to employ a simultaneous estimation approach to account for unobservable confounders. Such a framework can also provide flexible covariate structures and model the whole conditional distribution of the response.

Resumo Limpo

work analys relationship among inhospit mortal treatment effect outcom patient affect stelev myocardi infarct main idea carri joint model two outcom appli semiparametr bivari probit model data aris clinic registri call stemi archiv realist quantif relationship outcom can problemat sever reason first latent factor associ hospit organ can affect treatment efficaci andor interact patient condit admiss time moreov can also direct influenc mortal outcom factor can hard measur thus use classic estim method will clear result inconsist bias paramet estim second covariateoutcom relationship can exhibit nonlinear pattern provid proper statist method model fit framework avail possibl employ simultan estim approach account unobserv confound framework can also provid flexibl covari structur model whole condit distribut respons

Resumos Similares

J Telemed Telecare - Differences between surrogate telephone triage calls in an adult population and self calls. ( 0,62800556956899 )
IEEE Trans Vis Comput Graph - Extended Keyframe Detection with Stable Tracking for Multiple 3D Object Tracking. ( 0,627213556020996 )
AMIA Annu Symp Proc - Data-driven order set generation and evaluation in the pediatric environment. ( 0,618279569892473 )
Lifetime Data Anal - Generalized random sign and alert delay models for imperfect maintenance. ( 0,605133691667747 )
Comput. Biol. Med. - Improved explanation of human intelligence using cortical features with second order moments and regression. ( 0,560062306254846 )
Comput. Biol. Med. - Mathematical modelling of thermoregulation processes for premature infants in closed convectively heated incubators. ( 0,557062080680613 )
AMIA Annu Symp Proc - A modified real AdaBoost algorithm to discover intensive care unit subgroups with a poor outcome. ( 0,533153604592591 )
J Biomed Inform - Querying temporal clinical databases on granular trends. ( 0,529167875342129 )
Comput Math Methods Med - Optimization of contrast-to-tissue ratio by adaptation of transmitted ternary signal in ultrasound pulse inversion imaging. ( 0,52543074144736 )
IEEE Trans Image Process - Convex total variation denoising of Poisson fluorescence confocal images with anisotropic filtering. ( 0,517283124719476 )
Med Decis Making - Determining the length of posttherapeutic follow-up for cancer patients using competing risks modeling. ( 0,515010701563086 )
J Med Syst - Privacy and security in mobile health apps: a review and recommendations. ( 0,513532158465054 )
Med Decis Making - Applying the payoff time framework to carotid artery disease management. ( 0,513403754167314 )
Res Synth Methods - The use of meta-analytic statistical significance testing. ( 0,508995612789877 )
J Biomed Inform - Mining association language patterns using a distributional semantic model for negative life event classification. ( 0,507168786034396 )
Comput. Biol. Med. - How to standardize the pulse-taking method of traditional Chinese medicine pulse diagnosis. ( 0,506616426206446 )
J Chem Inf Model - Modeling phospholipidosis induction: reliability and warnings. ( 0,503632006767978 )
Int J Health Geogr - Tracking and visualization of space-time activities for a micro-scale flu transmission study. ( 0,503091361113101 )
IEEE Trans Image Process - A Novel Text Detection System Based on Character and Link Energies. ( 0,501948998435804 )
Comput Methods Programs Biomed - Ontology-driven execution of clinical guidelines. ( 0,49955450236256 )
Comput. Biol. Med. - Identifying patients in target customer segments using a two-stage clustering-classification approach: a hospital-based assessment. ( 0,498803826037625 )
Comput Methods Programs Biomed - Biomechanical simulation of the fetal descent without imposed theoretical trajectory. ( 0,495816412786783 )
Med Biol Eng Comput - Remote sensing of patterns of cardiac activity on an ambulatory subject using millimeter-wave interferometry and statistical methods. ( 0,495176113702797 )
Comput Methods Programs Biomed - Optimal control for SIRC epidemic outbreak. ( 0,493107967947428 )
Methods Inf Med - A probabilistic method for computing quantitative risk indexes from medical injuries compensation claims. ( 0,49056349051654 )
J Med Syst - Early warning system for financially distressed hospitals via data mining application. ( 0,490531117034276 )
J Biomed Inform - A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. ( 0,489403850651237 )
Artif Intell Med - How to use contextual knowledge in medical case-based reasoning systems: a survey on very recent trends. ( 0,484206660800205 )
Comput Math Methods Med - A probability approach to the study on uncertainty effects on gamma index evaluations in radiation therapy. ( 0,48313425916871 )
IEEE Trans Image Process - General road detection from a single image. ( 0,481931597341499 )
Comput Methods Programs Biomed - An approach based on wavelet analysis for feature extraction in the a-wave of the electroretinogram. ( 0,478985847735263 )
Sci Data - Erratum: Parallel genome-scale loss of function screens in 216 cancer cell lines for the identification of context-specific genetic dependencies. ( 0,4789474720714 )
J Med Syst - A 21 CFR Part 11 compliant graphically based electronic system for clinical research documentation. ( 0,478692179283073 )
AMIA Annu Symp Proc - Quantifying the effect of statin use in pre-diabetic phenotypes discovered through association rule mining. ( 0,477240682228393 )
J Am Med Inform Assoc - Modeling temporal relationships in large scale clinical associations. ( 0,477090199188024 )
Med Decis Making - Creating compact comparative health care information: what are the key quality attributes to present for cataract and total hip or knee replacement surgery? ( 0,476873025892872 )
J. Comput. Biol. - Probabilistic cellular automata. ( 0,476522405997545 )
Med Decis Making - Evidence synthesis for decision making 2: a generalized linear modeling framework for pairwise and network meta-analysis of randomized controlled trials. ( 0,475686211974631 )
Artif Intell Med - Functional proteomic pattern identification under low dose ionizing radiation. ( 0,475558044447152 )
J Med Syst - Neural network diagnostic system for dengue patients risk classification. ( 0,473868717295486 )
Spat Spatiotemporal Epidemiol - Characterizing urban vulnerability to heat stress using a spatially varying coefficient model. ( 0,473645622753002 )
Telemed J E Health - Developing screening services for colorectal cancer on Android smartphones. ( 0,472463578878993 )
Comput. Biol. Med. - Mining approximate temporal functional dependencies with pure temporal grouping in clinical databases. ( 0,467320076592896 )
Neural Comput - Spike-timing-dependent plasticity and reliability optimization: the role of neuron dynamics. ( 0,466365882448072 )
Neural Comput - Optimizing time histograms for non-Poissonian spike trains. ( 0,464617018100975 )
J Chem Inf Model - Critical analysis of CCSD data quality. ( 0,464082278921444 )
AMIA Annu Symp Proc - Priority queuing models for hospital intensive care units and impacts to severe case patients. ( 0,463383895581528 )
Comput Methods Programs Biomed - A novel data mining mechanism considering bio-signal and environmental data with applications on asthma monitoring. ( 0,460052592441548 )
J Biomed Inform - Time motion studies in healthcare: what are we talking about? ( 0,458839829820342 )
J Biomed Inform - Comparative analysis of targeted metabolomics: dominance-based rough set approach versus orthogonal partial least square-discriminant analysis. ( 0,458600519517683 )
AMIA Annu Symp Proc - Does access modality matter? Evaluation of validity in reusing clinical care data. ( 0,458149425937773 )
AMIA Annu Symp Proc - Linked data and online classifications to organise mined patterns in patient data. ( 0,457761191382178 )
Comput Methods Programs Biomed - Long-term staff scheduling with regular temporal distribution. ( 0,456301024372121 )
J Biomed Inform - Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration. ( 0,456154390932935 )
J Integr Bioinform - Computational approaches to standard-compliant biofilm data for reliable analysis and integration. ( 0,454207472217247 )
IEEE Trans Vis Comput Graph - Abstracting Attribute Space for Transfer Function Exploration and Design. ( 0,453991747924757 )
Lifetime Data Anal - Evidence synthesis through a degradation model applied to myocardial infarction. ( 0,453398460262606 )
Comput Methods Programs Biomed - Fetal phonocardiography--past and future possibilities. ( 0,451300404253156 )
J Telemed Telecare - Paediatric health calls to Swedish telenurses: a descriptive study of content and outcome. ( 0,451022272951884 )
IEEE Trans Image Process - Camera-pose estimation via projective Newton optimization on the manifold. ( 0,450091864857546 )
Artif Intell Med - Discovering metric temporal constraint networks on temporal databases. ( 0,449927140782093 )
J Biomed Inform - Discovery of clinical pathway patterns from event logs using probabilistic topic models. ( 0,449128429436404 )
J Am Med Inform Assoc - Exploiting time in electronic health record correlations. ( 0,448970158334135 )
J Am Med Inform Assoc - Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications. ( 0,448657962773076 )
Comput Methods Programs Biomed - A sharable cloud-based pancreaticoduodenectomy collaborative database for physicians: emphasis on security and clinical rule supporting. ( 0,448616446908695 )
AMIA Annu Symp Proc - Differences in nationwide cohorts of acupuncture users identified using structured and free text medical records. ( 0,448406700800753 )
Med Biol Eng Comput - Microfluidics for cell separation. ( 0,44823789055289 )
Comput Methods Programs Biomed - Muscle computer interfaces for driver distraction reduction. ( 0,446507656698574 )
Int J Med Inform - Hospital readiness for health information exchange: development of metrics associated with successful collaboration for quality improvement. ( 0,446171374865235 )
Int J Med Inform - Faxed Arabic prescriptions: a medication error waiting to happen? ( 0,446090604867441 )
IEEE J Biomed Health Inform - Robust automatic measurement of 3D scanned models for the human body fat estimation. ( 0,446051271157239 )
Comput. Biol. Med. - Identifying high-cost patients using data mining techniques and a small set of non-trivial attributes. ( 0,445212719753916 )
Comput. Biol. Med. - The impact of fine-tuning of optical recognition system on database reliability. ( 0,445025102321808 )
J Biomed Inform - Sequential patterns mining and gene sequence visualization to discover novelty from microarray data. ( 0,444805663848184 )
J Biomed Inform - Compass: a hybrid method for clinical and biobank data mining. ( 0,444800670842413 )
J Am Med Inform Assoc - Don't take your EHR to heaven, donate it to science: legal and research policies for EHR post mortem. ( 0,443584891634682 )
Healthc (Amst) - Contributors to variation in hospital spending for critically ill patients with sepsis. ( 0,442559863369137 )
Inform Health Soc Care - A methodological framework for the analysis of highly intensive, multimodal and heterogeneous data in the context of health-enabling technologies and ambient-assisted living. ( 0,441935163012966 )
J Med Syst - Comparison of response times of a mobile-web EHRs system using PHP and JSP languages. ( 0,441189251653136 )
IEEE Trans Image Process - Nonlocal means with dimensionality reduction and SURE-based parameter selection. ( 0,44094093241354 )
Med Biol Eng Comput - A metric for the stiffness of calcified aortic valves using a combined computational and experimental approach. ( 0,440686781474246 )
IEEE Trans Vis Comput Graph - Visualization of the Static Aspects of Software: A Survey. ( 0,439491757008181 )
Brief. Bioinformatics - Systematic assessment of imputation performance using the 1000 Genomes reference panels. ( 0,438930263491886 )
Comput. Biol. Med. - Monitoring care processes in the gynecologic oncology department. ( 0,43885004677806 )
Neural Comput - Risk-sensitive reinforcement learning. ( 0,438387820927835 )
Methods Inf Med - Early illness recognition using in-home monitoring sensors and multiple instance learning. ( 0,435812771909871 )
Methods Inf Med - Use of logistic regression for developing risk-adjusted quality indicators in nursing. ( 0,435068120913602 )
Lifetime Data Anal - Estimating heritability for cause specific mortality based on twin studies. ( 0,434769352926241 )
J Am Med Inform Assoc - Web-scale pharmacovigilance: listening to signals from the crowd. ( 0,434467016869523 )
Comput Biol Chem - Parameter sensitivity analysis of stochastic models: application to catalytic reaction networks. ( 0,433975762604907 )
Comput Math Methods Med - A biological hierarchical model based underwater moving object detection. ( 0,432697401603218 )
IEEE Trans Image Process - Max-margin multiattribute learning with low-rank constraint. ( 0,432266173479735 )
Comput. Biol. Med. - Exploration of the mechanism of pattern-specific treatments in coronary heart disease with network pharmacology approach. ( 0,431592102469283 )
Int J Med Inform - Teleconsultation in geriatrics: impact on professional practice. ( 0,431276134214093 )
J Clin Monit Comput - Monitoring the microcirculation. ( 0,430844062006761 )
Methods Inf Med - Health level seven interoperability strategy: big data, incrementally structured. ( 0,430638601279985 )
J Med Syst - Discovering medical knowledge using association rule mining in young adults with acute myocardial infarction. ( 0,430566790182457 )
J Med Syst - Applying HFMEA to prevent chemotherapy errors. ( 0,430264705185411 )
Comput Methods Programs Biomed - A multi-task learning approach for the extraction of single-trial evoked potentials. ( 0,430083524675899 )
J Biomed Inform - Assertion modeling and its role in clinical phenotype identification. ( 0,429586459080705 )