AMIA Annu Symp Proc - Online deviation detection for medical processes.

Tópicos

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

Resumo

Human errors are a major concern in many medical processes. To help address this problem, we are investigating an approach for automatically detecting when performers of a medical process deviate from the acceptable ways of performing that process as specified by a detailed process model. Such deviations could represent errors and, thus, detecting and reporting deviations as they occur could help catch errors before harm is done. In this paper, we identify important issues related to the feasibility of the proposed approach and empirically evaluate the approach for two medical procedures, chemotherapy and blood transfusion. For the evaluation, we use the process models to generate sample process executions that we then seed with synthetic errors. The process models describe the coordination of activities of different process performers in normal, as well as in exceptional situations. The evaluation results suggest that the proposed approach could be applied in clinical settings to help catch errors before harm is done.

Resumo Limpo

human error major concern mani medic process help address problem investig approach automat detect perform medic process deviat accept way perform process specifi detail process model deviat repres error thus detect report deviat occur help catch error harm done paper identifi import issu relat feasibl propos approach empir evalu approach two medic procedur chemotherapi blood transfus evalu use process model generat sampl process execut seed synthet error process model describ coordin activ differ process perform normal well except situat evalu result suggest propos approach appli clinic set help catch error harm done

Resumos Similares

Comput Methods Programs Biomed - Web-based tools for finding optimal designs in biomedical studies. ( 0,652857635305368 )
Methods Inf Med - A business rules design framework for a pharmaceutical validation and alert system. ( 0,616125323339047 )
J Med Syst - RFID-enabled healthcare applications, issues and benefits: an archival analysis (1997-2011). ( 0,614074518424693 )
Comput Math Methods Med - Monitoring fetal heart rate during pregnancy: contributions from advanced signal processing and wearable technology. ( 0,605359345970764 )
Comput Methods Programs Biomed - ODmixed: a tool to obtain optimal designs for heterogeneous longitudinal studies with dropout. ( 0,605321071501641 )
Res Synth Methods - Bayesian meta-analysis of coefficient alpha. ( 0,595209977517055 )
Neural Comput - Risk-sensitive reinforcement learning. ( 0,585400249260659 )
J Med Syst - Designing an architectural style for Pervasive Healthcare systems. ( 0,580945726340501 )
Comput Methods Programs Biomed - User-centered requirements engineering in health information systems: a study in the hemophilia field. ( 0,575059599507418 )
Comput. Biol. Med. - Prediction of temperature and damage in an irradiated human eye-Utilization of a detailed computer model which includes a vectorial blood stream in the choroid. ( 0,571210642971802 )
Comput Math Methods Med - Approximating ideal filters by systems of fractional order. ( 0,563872694218107 )
AMIA Annu Symp Proc - Twinlist: novel user interface designs for medication reconciliation. ( 0,562665256656455 )
Artif Intell Med - Modeling surgical processes: a four-level translational approach. ( 0,557815284392542 )
Comput. Biol. Med. - Statistical evaluation of coherence estimated from optimally beamformed signals. ( 0,557285846471184 )
J Am Med Inform Assoc - Formative evaluation of the accuracy of a clinical decision support system for cervical cancer screening. ( 0,556290728552274 )
Comput Methods Programs Biomed - Event-driven, pattern-based methodology for cost-effective development of standardized personal health devices. ( 0,552043483394075 )
J Med Syst - Enhanced UHF RFID tags for drug tracing. ( 0,551935684103346 )
Comput Math Methods Med - Robust joint analysis with data fusion in two-stage quantitative trait genome-wide association studies. ( 0,545130713137627 )
IEEE Trans Image Process - A distributed approach for optimizing cascaded classifier topologies in real-time stream mining systems. ( 0,542438078718448 )
BMC Med Inform Decis Mak - Design and implementation of the mobility assessment tool: software description. ( 0,542189431409941 )
IEEE Trans Image Process - Estimating spatially varying defocus blur from a single image. ( 0,537187789549547 )
Lifetime Data Anal - The weighted log-rank class under truncated binomial design: saddlepoint p-values and confidence intervals. ( 0,536582052326765 )
BMC Med Inform Decis Mak - A study of health effects of long-distance ocean voyages on seamen using a data classification approach. ( 0,534733522614707 )
IEEE Trans Vis Comput Graph - Automatic Paper Sliceform Design from 3D Solid Models. ( 0,53467750104598 )
Appl Clin Inform - Evaluating a federated medical search engine: tailoring the methodology and reporting the evaluation outcomes. ( 0,532477985098234 )
Comput. Biol. Med. - The effect of R249S carcinogenic and H168R-R249S suppressor mutations on p53-DNA interaction, a multi scale computational study. ( 0,529976427092627 )
Comput Methods Programs Biomed - Dimeric spectra analysis in Microsoft Excel: a comparative study. ( 0,529966721622591 )
Lifetime Data Anal - Recurrent events and the exploding Cox model. ( 0,527989423237084 )
BMC Med Inform Decis Mak - A new adaptive testing algorithm for shortening health literacy assessments. ( 0,525874253260568 )
Lifetime Data Anal - Improved population-based probability of developing cancer when direct estimates of the cancer-free population are available. ( 0,525455837468858 )
J Med Syst - A new specimen management system using RFID technology. ( 0,524693340794145 )
Med Biol Eng Comput - Theoretical development and critical analysis of burst frequency equations for passive valves on centrifugal microfluidic platforms. ( 0,523423922590214 )
Int J Med Inform - Sirius: a web-based system for retinal image analysis. ( 0,522704642005842 )
Lifetime Data Anal - Case-cohort analysis of clusters of recurrent events. ( 0,522325267791439 )
Comput Methods Programs Biomed - Estimation of coefficients of individual agreement (CIAs) for quantitative and binary data using SAS and R. ( 0,518889439794623 )
Neural Comput - Online variational inference for state-space models with point-process observations. ( 0,515357275624309 )
J Med Syst - Customer-centered careflow modeling based on guidelines. ( 0,515256467552799 )
IEEE Trans Image Process - A geometric method for optimal design of color filter arrays. ( 0,514204257483884 )
IEEE Trans Image Process - Optimized regression for efficient function evaluation. ( 0,51381088892395 )
J Biomed Inform - An overview of bioinformatics tools for epitope prediction: implications on vaccine development. ( 0,513556477720487 )
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. ( 0,513372729071709 )
IEEE Trans Pattern Anal Mach Intell - Linear Latent Force Models Using Gaussian Processes. ( 0,509956087530012 )
Int J Health Geogr - Assessing socioeconomic vulnerability to dengue fever in Cali, Colombia: statistical vs expert-based modeling. ( 0,509840676114046 )
Comput Math Methods Med - A fuzzy model to interpret data of drive performances from patients with sleep deprivation. ( 0,506551105433539 )
Inform Health Soc Care - Measuring healthcare process quality: applications in public hospitals in Turkey. ( 0,503090141059231 )
J Biomed Inform - Detecting concept relations in clinical text: insights from a state-of-the-art model. ( 0,501828000104146 )
Med Biol Eng Comput - A muscle architecture model offering control over motor unit fiber density distributions. ( 0,500268469352003 )
Comput. Biol. Med. - On a reusable and multilevel methodology for modeling and simulation of pharmacokinetic-physiological systems: a preliminary study. ( 0,49789227223698 )
Comput Math Methods Med - A general framework for modeling sub- and ultraharmonics of ultrasound contrast agent signals with MISO volterra series. ( 0,497685622305771 )
IEEE Trans Image Process - Hyperconnections and hierarchical representations for grayscale and multiband image processing. ( 0,494664267387657 )
Comput Math Methods Med - Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis. ( 0,493698757374504 )
AMIA Annu Symp Proc - Parametric survival models for predicting the benefit of adjuvant chemoradiotherapy in gallbladder cancer. ( 0,493665647582384 )
J Clin Monit Comput - The ability of a new continuous cardiac output monitor to measure trends in cardiac output following implementation of a patient information calibration and an automated exclusion algorithm. ( 0,493592665096404 )
Wiley Interdiscip Rev Syst Biol Med - Integrating multi-scale knowledge on cardiac development into a computational model of ventricular trabeculation. ( 0,493327576601525 )
BMC Med Inform Decis Mak - Validating archetypes for the Multiple Sclerosis Functional Composite. ( 0,493056815013291 )
Comput Methods Programs Biomed - PopED: an extended, parallelized, nonlinear mixed effects models optimal design tool. ( 0,492864645912394 )
J Med Syst - A collaboration tool based on SNOCAP-HET. ( 0,491679531091221 )
Methods Inf Med - On creating a patient-centric database from multiple Hospital Information Systems. ( 0,489618246593466 )
AMIA Annu Symp Proc - Improving the accuracy of therapy descriptions in clinical trials using a bottom-up approach. ( 0,481646337854941 )
Neural Comput - Automated parameter estimation of the Hodgkin-Huxley model using the differential evolution algorithm: application to neuromimetic analog integrated circuits. ( 0,481540719892651 )
J Biomed Inform - A set of ontologies to drive tools for the control of vector-borne diseases. ( 0,481151586628443 )
Neural Comput - Identifying functional bases for multidimensional neural computations. ( 0,479658135388377 )
Brief. Bioinformatics - Integration of Boolean models exemplified on hepatocyte signal transduction. ( 0,477478272656437 )
Comput Methods Programs Biomed - Reducing cross terms effects in the Choi-Williams transform of mioelectric signals. ( 0,476163098214424 )
IEEE Trans Image Process - Robust processing of optical flow of fluids. ( 0,472846234672367 )
Int J Med Inform - Telecardiology through ubiquitous internet services. ( 0,47226366902886 )
IEEE Trans Image Process - Partial differential equation-based approach for empirical mode decomposition: application on image analysis. ( 0,470503477224323 )
Comput Methods Programs Biomed - Systems engineering principles for the design of biomedical signal processing systems. ( 0,469922832631014 )
Comput. Biol. Med. - Hybrid fusion of linear, non-linear and spectral models for the dynamic modeling of sEMG and skeletal muscle force: an application to upper extremity amputation. ( 0,469415690850705 )
Int J Comput Assist Radiol Surg - DICOM data migration for PACS transition: procedure and pitfalls. ( 0,467540304575077 )
Comput. Biol. Med. - Numerical models of net-structure stents inserted into arteries. ( 0,46748913597075 )
Comput. Biol. Med. - Pattern discovery from patient controlled analgesia demand behavior. ( 0,466579624033064 )
Comput Methods Programs Biomed - Effect of missing RR-interval data on nonlinear heart rate variability analysis. ( 0,466399164623244 )
AMIA Annu Symp Proc - Improving perceived and actual text difficulty for health information consumers using semi-automated methods. ( 0,466237410876191 )
IEEE Trans Image Process - Unified framework for automated iris segmentation using distantly acquired face images. ( 0,466152788317874 )
BMC Med Inform Decis Mak - Actor-Network Theory and its role in understanding the implementation of information technology developments in healthcare. ( 0,465995480854575 )
J Chem Inf Model - PLS-optimal: a stepwise D-optimal design based on latent variables. ( 0,464630874259415 )
Comput Methods Programs Biomed - Time-frequency energy distribution of phrenic nerve discharges during aspiration reflex, cough and quiet inspiration. ( 0,464549364111633 )
Neural Comput - Error analysis of coefficient-based regularized algorithm for density-level detection. ( 0,464130569510533 )
IEEE Trans Image Process - A linear programming approach for optimal contrast-tone mapping. ( 0,463459297617326 )
Appl Clin Inform - Creation of a hyponatremia registry supported by an industry-derived quality control methodology. ( 0,462991865024752 )
Med Decis Making - Minimal modeling approaches to value of information analysis for health research. ( 0,46218661810597 )
Int J Med Robot - Force sensing of multiple-DOF cable-driven instruments for minimally invasive robotic surgery. ( 0,461859719251734 )
J Clin Monit Comput - Evaluation of techniques for estimating the power spectral density of RR-intervals under paced respiration conditions. ( 0,460062079329293 )
J Integr Bioinform - Rapid development of Proteomic applications with the AIBench framework. ( 0,458889971375715 )
BMC Med Inform Decis Mak - Dual processing model of medical decision-making. ( 0,456904251967265 )
Comput Methods Programs Biomed - A SAS macro for target dose estimation by reinforced urn processes in phase I clinical trials. ( 0,456460474064909 )
Methods Inf Med - A comprehensive e-prescribing model to allow representing, comparing, and analyzing available systems. ( 0,456316650851959 )
J Biomed Inform - Intelligent mobile support for therapy adherence and behavior change. ( 0,45585899941731 )
IEEE Trans Image Process - A Bayesian theoretic approach to multiscale complex-phase-order representations. ( 0,455719448328683 )
J Chem Inf Model - Developing descriptors to predict mechanical properties of nanotubes. ( 0,455550381909883 )
J Biomed Inform - Knowledge engineering for adverse drug event prevention: on the design and development of a uniform, contextualized and sustainable knowledge-based framework. ( 0,455478086009817 )
Lifetime Data Anal - A class of semiparametric transformation models for survival data with a cured proportion. ( 0,455139386892594 )
IEEE Trans Image Process - Nonlocal means with dimensionality reduction and SURE-based parameter selection. ( 0,453665096689258 )
J Med Syst - Applying HFMEA to prevent chemotherapy errors. ( 0,45035099888337 )
Comput Methods Programs Biomed - Bayesian sample-size determination for two independent Poisson rates. ( 0,449269094676855 )
Brief. Bioinformatics - Information theory applications for biological sequence analysis. ( 0,449054403154365 )
IEEE Trans Image Process - Wavelet-domain blur invariants for image analysis. ( 0,448742535329223 )
J Clin Monit Comput - Survey of muscle relaxant effects management with a kinemyographic-based data archiving system: a retrospective quantitative and contextual quality control approach. ( 0,448101836689904 )
J Chem Inf Model - Localized heuristic inverse quantitative structure activity relationship with bulk descriptors using numerical gradients. ( 0,447686845276603 )