Lifetime Data Anal - Case-cohort analysis of clusters of recurrent events.

Tópicos

{ framework(1458) process(801) describ(734) }
{ extract(1171) text(1153) clinic(932) }
{ general(901) number(790) one(736) }
{ gene(2352) biolog(1181) express(1162) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ cancer(2502) breast(956) screen(824) }
{ estim(2440) model(1874) function(577) }
{ method(1969) cluster(1462) data(1082) }
{ can(774) often(719) complex(702) }
{ system(1976) rule(880) can(841) }
{ featur(3375) classif(2383) classifi(1994) }
{ motion(1329) object(1292) video(1091) }
{ method(1557) propos(1049) approach(1037) }
{ risk(3053) factor(974) diseas(938) }
{ research(1085) discuss(1038) issu(1018) }
{ model(3480) simul(1196) paramet(876) }
{ patient(2837) hospit(1953) medic(668) }
{ medic(1828) order(1363) alert(1069) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ 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) }
{ 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) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ 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) }
{ 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) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ perform(999) metric(946) measur(919) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ 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) }
{ activ(1452) weight(1219) physic(1104) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

The case-cohort sampling, first proposed in Prentice (Biometrika 73:1-11, 1986), is one of the most effective cohort designs for analysis of event occurrence, with the regression model being the typical Cox proportional hazards model. This paper extends to consider the case-cohort design for recurrent events with certain specific clustering feature, which is captured by a properly modified Cox-type self-exciting intensity model. We discuss the advantage of using this model and validate the pseudo-likelihood method. Simulation studies are presented in support of the theory. Application is illustrated with analysis of a bladder cancer data.

Resumo Limpo

casecohort sampl first propos prentic biometrika one effect cohort design analysi event occurr regress model typic cox proport hazard model paper extend consid casecohort design recurr event certain specif cluster featur captur proper modifi coxtyp selfexcit intens model discuss advantag use model valid pseudolikelihood method simul studi present support theori applic illustr analysi bladder cancer data

Resumos Similares

Lifetime Data Anal - Recurrent events and the exploding Cox model. ( 0,78391691501504 )
Brief. Bioinformatics - Integration of Boolean models exemplified on hepatocyte signal transduction. ( 0,782767336791174 )
Med Decis Making - Minimal modeling approaches to value of information analysis for health research. ( 0,746974187473403 )
Brief. Bioinformatics - Generic framework for high-dimensional fixed-effects ANOVA. ( 0,745184231697442 )
IEEE Trans Image Process - A Bayesian theoretic approach to multiscale complex-phase-order representations. ( 0,73444947465615 )
IEEE J Biomed Health Inform - Augmenting breath regulation using a mobile driven virtual reality therapy framework. ( 0,722801509167793 )
IEEE Trans Vis Comput Graph - Video Snapshots: Creating High-Quality Images from Video Clips. ( 0,704916496690033 )
J. Med. Internet Res. - Web-based virtual patients in nursing education: development and validation of theory-anchored design and activity models. ( 0,702016946988838 )
J Biomed Inform - Unsupervised grammar induction and similarity retrieval in medical language processing using the Deterministic Dynamic Associative Memory (DDAM) model. ( 0,69920888777835 )
J. Med. Internet Res. - Tailored and integrated Web-based tools for improving psychosocial outcomes of cancer patients: the DoTTI development framework. ( 0,68131235797534 )
Med Decis Making - Effect of adding a sleep dimension to the EQ-5D descriptive system: a bolt-on experiment. ( 0,678332910956119 )
Wiley Interdiscip Rev Syst Biol Med - Isotope labeling experiments in metabolomics and fluxomics. ( 0,667721899118347 )
J Med Syst - Process-oriented integration and coordination of healthcare services across organizational boundaries. ( 0,663917486343029 )
Artif Intell Med - Improving structural medical process comparison by exploiting domain knowledge and mined information. ( 0,658105802675956 )
Comput Math Methods Med - Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis. ( 0,657443471457365 )
J Biomed Inform - Managing proposals and evaluations of updates to medical knowledge: theory and applications. ( 0,655302068193208 )
J Chem Inf Model - Digital data repositories in chemistry and their integration with journals and electronic notebooks. ( 0,651695475104076 )
IEEE Trans Image Process - Light field analysis for modeling image formation. ( 0,651285345752502 )
Neural Comput - Spike-timing-dependent plasticity and reliability optimization: the role of neuron dynamics. ( 0,641013556775943 )
Int J Med Inform - Organizational framework for health information technology. ( 0,638756387348361 )
AMIA Annu Symp Proc - Development of a novel tool for engaging children and parents in asthma self-management. ( 0,637785277238276 )
Med Decis Making - Principles of scarce medical resource allocation in natural disaster relief: a simulation approach. ( 0,637648916257931 )
Wiley Interdiscip Rev Syst Biol Med - Tuneable resolution as a systems biology approach for multi-scale, multi-compartment computational models. ( 0,620828785040611 )
Inform Health Soc Care - A practical framework for data management processes and their evaluation in population-based medical registries. ( 0,619263805633198 )
BMC Med Inform Decis Mak - Dual processing model of medical decision-making. ( 0,605773751906469 )
J Biomed Inform - Exploring medical device design and use through layers of distributed cognition: how a glucometer is coupled with its context. ( 0,598118282889033 )
IEEE Trans Pattern Anal Mach Intell - The Spike-and-Slab RBM and Extensions to Discrete and Sparse Data Distributions. ( 0,59793551635643 )
IEEE Trans Image Process - Universal regularizers for robust sparse coding and modeling. ( 0,59533012044929 )
IEEE Trans Image Process - Hyperconnections and hierarchical representations for grayscale and multiband image processing. ( 0,594674105712167 )
Comput Methods Programs Biomed - Development framework for a patient-centered record. ( 0,593201238876196 )
BMC Med Inform Decis Mak - Design and implementation of the mobility assessment tool: software description. ( 0,589089377249941 )
Lifetime Data Anal - The versatility of multi-state models for the analysis of longitudinal data with unobservable features. ( 0,584074506733143 )
Wiley Interdiscip Rev Syst Biol Med - Simulation of cellular biochemical system kinetics. ( 0,584013415591661 )
Inform Health Soc Care - Measuring healthcare process quality: applications in public hospitals in Turkey. ( 0,582875647964131 )
AMIA Annu Symp Proc - Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming. ( 0,581624293591435 )
IEEE Trans Image Process - Vector extension of monogenic wavelets for geometric representation of color images. ( 0,577393180503312 )
AMIA Annu Symp Proc - Temporal abstraction-based clinical phenotyping with Eureka! ( 0,573488405577575 )
Comput Math Methods Med - Statistical texture modeling for medical volume using linear tensor coding. ( 0,572714735806037 )
J. Med. Internet Res. - A conceptual framework and principles for trusted pervasive health. ( 0,571278997485238 )
Lifetime Data Anal - A class of semiparametric transformation models for survival data with a cured proportion. ( 0,567725341652889 )
Artif Intell Med - A methodology for the characterization and diagnosis of cognitive impairments-Application to specific language impairment. ( 0,564647849418544 )
Telemed J E Health - Conceptual framework for development of comprehensive e-health evaluation tool. ( 0,564436785625022 )
Methods Inf Med - Multidimensional point transform for public health practice. ( 0,561042890749285 )
J. Comput. Biol. - Fast geometric consensus approach for protein model quality assessment. ( 0,560868680084745 )
Artif Intell Med - Modeling surgical processes: a four-level translational approach. ( 0,559466008779508 )
IEEE Trans Vis Comput Graph - Surface Mesh to Volumetric Spline Conversion with Generalized Poly-cubes. ( 0,55804914244085 )
Brief. Bioinformatics - Developing computational model-based diagnostics to analyse clinical chemistry data. ( 0,553725589288682 )
Comput. Biol. Med. - Structurally-motivated characterization of the passive pseudo-elastic response of esophagus and its layers. ( 0,549198525518293 )
Comput Math Methods Med - Automatic lane segmentation in TLC images using the continuous wavelet transform. ( 0,547923534185593 )
Wiley Interdiscip Rev Syst Biol Med - Complexity and the reductionism-holism debate in systems biology. ( 0,547197899591031 )
Neural Comput - A unified classification model based on robust optimization. ( 0,545689632837462 )
J Biomed Inform - Towards an ontological theory of substance intolerance and hypersensitivity. ( 0,545333506097419 )
Methods Inf Med - The integration of the risk management process with the lifecycle of medical device software. ( 0,54500072738635 )
Brief. Bioinformatics - A unifying framework for bivalent multilocus linkage analysis of allotetraploids. ( 0,544286258572245 )
Comput Biol Chem - Stable feature selection for biomarker discovery. ( 0,543198351748373 )
Med Decis Making - Assessing personalized medicines in Australia: a national framework for reviewing codependent technologies. ( 0,540059742311604 )
Wiley Interdiscip Rev Syst Biol Med - Recent advances in computational methodology for simulation of mechanical circulatory assist devices. ( 0,539502522255904 )
Med Biol Eng Comput - A muscle architecture model offering control over motor unit fiber density distributions. ( 0,536172043679523 )
Int J Med Inform - Integration as interdependent workaround. ( 0,535862534293691 )
Int J Med Inform - Clinical modeling--a critical analysis. ( 0,533577707589056 )
J Chem Inf Model - Homology models of human all-trans retinoic acid metabolizing enzymes CYP26B1 and CYP26B1 spliced variant. ( 0,533350400819244 )
BMC Med Inform Decis Mak - Delivering patient decision aids on the Internet: definitions, theories, current evidence, and emerging research areas. ( 0,531039076635585 )
J. Comput. Biol. - Gene prediction based on DNA spectral analysis: a literature review. ( 0,530974997809759 )
J Med Syst - Enhanced UHF RFID tags for drug tracing. ( 0,530375882033872 )
Comput Math Methods Med - Interactive medical image segmentation using snake and multiscale curve editing. ( 0,530347738290361 )
IEEE Trans Image Process - Blur invariants constructed from arbitrary moments. ( 0,530263272650478 )
J Biomed Inform - Annotating temporal information in clinical narratives. ( 0,527676025719766 )
J Med Syst - A system for building clinical research applications using semantic web-based approach. ( 0,527617906321992 )
J Biomed Inform - Occupational exposome: a network-based approach for characterizing Occupational Health Problems. ( 0,526328192035201 )
Comput Methods Programs Biomed - BTK: an open-source toolkit for fetal brain MR image processing. ( 0,524923094864389 )
Methods Inf Med - Time varying neonatal seizure localization. ( 0,524787405373343 )
Comput Methods Programs Biomed - Generic integration of content-based image retrieval in computer-aided diagnosis. ( 0,52274441560332 )
AMIA Annu Symp Proc - Online deviation detection for medical processes. ( 0,522325267791439 )
IEEE Trans Image Process - Goal-oriented rectification of camera-based document images. ( 0,521729475115561 )
J. Med. Internet Res. - Initial design of culturally informed behavioral intervention technologies: developing an mHealth intervention for young sexual minority men with generalized anxiety disorder and major depression. ( 0,517824399991555 )
Comput Methods Programs Biomed - Development of a clinical data warehouse from an intensive care clinical information system. ( 0,51429440910831 )
Methods Inf Med - A generic method to monitor completeness and speed of medical documentation processes. ( 0,514138560925072 )
Comput Math Methods Med - Methodological framework for estimating the correlation dimension in HRV signals. ( 0,513116452852883 )
J Biomed Inform - Knowledge engineering for adverse drug event prevention: on the design and development of a uniform, contextualized and sustainable knowledge-based framework. ( 0,511650044829162 )
IEEE Trans Vis Comput Graph - Point-Based Visualization for Large Hierarchies. ( 0,511133705963981 )
Curr Protoc Bioinformatics - Comparative Protein Structure Modeling Using MODELLER. ( 0,510556553116165 )
J Med Syst - RFID-enabled healthcare applications, issues and benefits: an archival analysis (1997-2011). ( 0,509270078443215 )
Comput Methods Programs Biomed - A SAS macro for direct adjusted survival curves based on Aalen's additive model. ( 0,509138159124253 )
Med Decis Making - Cohort decomposition for Markov cost-effectiveness models. ( 0,507652057147581 )
IEEE Trans Image Process - A Kullback-Leibler divergence approach to blind image restoration. ( 0,507542297169549 )
IEEE Trans Image Process - Robust processing of optical flow of fluids. ( 0,506992578500295 )
Brief. Bioinformatics - Predictive modelling of gene expression from transcriptional regulatory elements. ( 0,506581112915922 )
J. Comput. Biol. - Information flow in interaction networks II: channels, path lengths, and potentials. ( 0,502477553154152 )
J Biomed Inform - Toward an ontology-based framework for clinical research databases. ( 0,501671553068557 )
J Med Syst - Design ensemble machine learning model for breast cancer diagnosis. ( 0,500378453441342 )
J Am Med Inform Assoc - Evaluation of a pictograph enhancement system for patient instruction: a recall study. ( 0,498979674919201 )
Brief. Bioinformatics - A computational framework for the inheritance pattern of genomic imprinting for complex traits. ( 0,498647176931377 )
J Am Med Inform Assoc - In-home monitoring of older adults with vision impairment: exploring patients', caregivers' and professionals' views. ( 0,498482581413688 )
Artif Intell Med - Artificial intelligence framework for simulating clinical decision-making: a Markov decision process approach. ( 0,496234496932443 )
Med Decis Making - Development of a framework for cohort simulation in cost-effectiveness analyses using a multistep ordinary differential equation solver algorithm in R. ( 0,495420826400563 )
IEEE Trans Image Process - Flexible manifold embedding: a framework for semi-supervised and unsupervised dimension reduction. ( 0,495372225026291 )
J Am Med Inform Assoc - Value Driven Outcomes (VDO): a pragmatic, modular, and extensible software framework for understanding and improving health care costs and outcomes. ( 0,49222274060824 )
Comput Methods Programs Biomed - The methodology of Dynamic Uncertain Causality Graph for intelligent diagnosis of vertigo. ( 0,491856761406197 )
IEEE Trans Vis Comput Graph - Visualization of High Dimensional Point Clouds Using their Density Distribution's Topology. ( 0,490642116509255 )
Res Synth Methods - Critical reflections on realist review: insights from customizing the methodology to the needs of participatory research assessment. ( 0,490498195439669 )