Int J Health Geogr - Free and simple GIS as appropriate for health mapping in a low resource setting: a case study in eastern Indonesia.

Tópicos

{ data(1737) use(1416) pattern(1282) }
{ research(1218) medic(880) student(794) }
{ data(1714) softwar(1251) tool(1186) }
{ spatial(1525) area(1432) region(1030) }
{ survey(1388) particip(1329) question(1065) }
{ framework(1458) process(801) describ(734) }
{ system(1050) medic(1026) inform(1018) }
{ data(3963) clinic(1234) research(1004) }
{ can(774) often(719) complex(702) }
{ model(3480) simul(1196) paramet(876) }
{ imag(1947) propos(1133) code(1026) }
{ inform(2794) health(2639) internet(1427) }
{ assess(1506) score(1403) qualiti(1306) }
{ measur(2081) correl(1212) valu(896) }
{ bind(1733) structur(1185) ligand(1036) }
{ control(1307) perform(991) simul(935) }
{ signal(2180) analysi(812) frequenc(800) }
{ patient(1821) servic(1111) care(1106) }
{ high(1669) rate(1365) level(1280) }
{ implement(1333) system(1263) develop(1122) }
{ process(1125) use(805) approach(778) }
{ clinic(1479) use(1117) guidelin(835) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ research(1085) discuss(1038) issu(1018) }
{ health(3367) inform(1360) care(1135) }
{ patient(2837) hospit(1953) medic(668) }
{ data(3008) multipl(1320) sourc(1022) }
{ use(2086) technolog(871) perceiv(783) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ detect(2391) sensit(1101) algorithm(908) }
{ model(3404) distribut(989) bayesian(671) }
{ system(1976) rule(880) can(841) }
{ imag(1057) registr(996) error(939) }
{ 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) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ 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) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ design(1359) user(1324) use(1319) }
{ 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) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ 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) }
{ record(1888) medic(1808) patient(1693) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ 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) }
{ estim(2440) model(1874) function(577) }
{ decis(3086) make(1611) patient(1517) }
{ method(2212) result(1239) propos(1039) }

Resumo

CKGROUND: Despite the demonstrated utility of GIS for health applications, there are perceived problems in low resource settings: GIS software can be expensive and complex; input data are often of low quality. This study aimed to test the appropriateness of new, inexpensive and simple GIS tools in poorly resourced areas of a developing country. GIS applications were trialled in pilot studies based on mapping of health resources and health indicators at the clinic and district level in the predominantly rural province of Nusa Tenggara Timur in eastern Indonesia. The pilot applications were (i) rapid field collection of health infrastructure data using a GPS enabled PDA, (ii) mapping health indicator data using open source GIS software, and (iii) service availability mapping using a free modelling tool.RESULTS: Through contextualised training, district and clinic staff acquired skills in spatial analysis and visualisation and, six months after the pilot studies, they were using these skills for advocacy in the planning process, to inform the allocation of some health resources, and to evaluate some public health initiatives.CONCLUSIONS: We demonstrated that GIS can be a useful and inexpensive tool for the decentralisation of health data analysis to low resource settings through the use of free and simple software, locally relevant training materials and by providing data collection tools to ensure data reliability.

Resumo Limpo

ckground despit demonstr util gis health applic perceiv problem low resourc set gis softwar can expens complex input data often low qualiti studi aim test appropri new inexpens simpl gis tool poor resourc area develop countri gis applic triall pilot studi base map health resourc health indic clinic district level predomin rural provinc nusa tenggara timur eastern indonesia pilot applic rapid field collect health infrastructur data use gps enabl pda ii map health indic data use open sourc gis softwar iii servic avail map use free model toolresult contextualis train district clinic staff acquir skill spatial analysi visualis six month pilot studi use skill advocaci plan process inform alloc health resourc evalu public health initiativesconclus demonstr gis can use inexpens tool decentralis health data analysi low resourc set use free simpl softwar local relev train materi provid data collect tool ensur data reliabl

Resumos Similares

Brief. Bioinformatics - A primer to frequent itemset mining for bioinformatics. ( 0,659599691291977 )
J Biomed Inform - A data recipient centered de-identification method to retain statistical attributes. ( 0,63707464956318 )
Artif Intell Med - Discovering metric temporal constraint networks on temporal databases. ( 0,630643358323956 )
J. Med. Internet Res. - Missing data approaches in eHealth research: simulation study and a tutorial for nonmathematically inclined researchers. ( 0,60807211167941 )
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. ( 0,60798914873101 )
Brief. Bioinformatics - A toolbox for developing bioinformatics software. ( 0,60296263211936 )
Comput Methods Programs Biomed - Social Web mining and exploitation for serious applications: Technosocial Predictive Analytics and related technologies for public health, environmental and national security surveillance. ( 0,592465865138576 )
Int J Med Robot - Integration of the OpenIGTLink network protocol for image-guided therapy with the medical platform MeVisLab. ( 0,591051626262548 )
Artif Intell Med - Development of traditional Chinese medicine clinical data warehouse for medical knowledge discovery and decision support. ( 0,587511059727992 )
J Am Med Inform Assoc - Modeling temporal relationships in large scale clinical associations. ( 0,584984907989108 )
IEEE Trans Vis Comput Graph - Splatterplots: Overcoming Overdraw in Scatter Plots. ( 0,584273571217148 )
Comput. Biol. Med. - THEME: a web tool for loop-design microarray data analysis. ( 0,584046536597651 )
AMIA Annu Symp Proc - Desiderata for healthcare integrated data repositories based on architectural comparison of three public repositories. ( 0,582359923411546 )
J Med Syst - Data mining in healthcare and biomedicine: a survey of the literature. ( 0,582340418272072 )
J Med Syst - Characterizing mammography reports for health analytics. ( 0,58002366436176 )
J Am Med Inform Assoc - Implementation of a deidentified federated data network for population-based cohort discovery. ( 0,576970253693203 )
J Am Med Inform Assoc - SHARE: system design and case studies for statistical health information release. ( 0,576678083893675 )
J Am Med Inform Assoc - Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium. ( 0,575505500288637 )
J Biomed Inform - Sequential patterns mining and gene sequence visualization to discover novelty from microarray data. ( 0,573779960737697 )
J Am Med Inform Assoc - The National Institutes of Health's Big Data to Knowledge (BD2K) initiative: capitalizing on biomedical big data. ( 0,570458485880988 )
J Med Syst - Latent treatment pattern discovery for clinical processes. ( 0,569168618791381 )
J Integr Bioinform - Integrated simultaneous analysis of different biomedical data types with exact weighted bi-cluster editing. ( 0,568558781596216 )
J Am Med Inform Assoc - Don't take your EHR to heaven, donate it to science: legal and research policies for EHR post mortem. ( 0,566901941450016 )
J Biomed Inform - Modular design, application architecture, and usage of a self-service model for enterprise data delivery: the Duke Enterprise Data Unified Content Explorer (DEDUCE). ( 0,565229660693321 )
AMIA Annu Symp Proc - Differences in nationwide cohorts of acupuncture users identified using structured and free text medical records. ( 0,563557162296452 )
Comput Methods Programs Biomed - Micro-Analyzer: automatic preprocessing of Affymetrix microarray data. ( 0,563478077850282 )
Comput Methods Programs Biomed - Multimodal fusion of biomedical data at different temporal and dimensional scales. ( 0,562373021817109 )
J Biomed Inform - A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. ( 0,562314945884547 )
Spat Spatiotemporal Epidemiol - Spatio-temporal epidemiology: principles and opportunities. ( 0,559735261231254 )
AMIA Annu Symp Proc - Use of standard drug vocabularies in clinical research: a case study in pediatrics. ( 0,558032763689467 )
Med Biol Eng Comput - Targeting an efficient target-to-target interval for P300 speller brain-computer interfaces. ( 0,55623278760019 )
J Biomed Inform - A knowledge-driven conditional approach to extract pharmacogenomics specific drug-gene relationships from free text. ( 0,550558652580747 )
J Am Med Inform Assoc - Exposome informatics: considerations for the design of future biomedical research information systems. ( 0,547918744140446 )
Comput Methods Programs Biomed - Medical faculties educational network: multidimensional quality assessment. ( 0,547411588145002 )
J Integr Bioinform - Computational approaches to standard-compliant biofilm data for reliable analysis and integration. ( 0,546901597160508 )
Sci Data - Systematic global assessment of reef fish communities by the Reef Life Survey program. ( 0,545876176653769 )
Methods Inf Med - Secure Secondary Use of Clinical Data with Cloud-based NLP Services. Towards a Highly Scalable Research Infrastructure. ( 0,545039541433733 )
Int J Health Geogr - Developing GIS-based eastern equine encephalitis vector-host models in Tuskegee, Alabama. ( 0,5413155528755 )
Methods Inf Med - Biomedical informatics publications: a global perspective: part I: conferences. ( 0,54067881341725 )
Inform Health Soc Care - arriba-lib: Analyses of user interactions with an electronic library of decision aids on the basis of log data. ( 0,539922052383516 )
AMIA Annu Symp Proc - PubMedMiner: Mining and Visualizing MeSH-based Associations in PubMed. ( 0,539689056843551 )
AMIA Annu Symp Proc - The TRITON Project: Design and Implementation of an Integrative Translational Research Information Management Platform. ( 0,538615209324742 )
Wiley Interdiscip Rev Syst Biol Med - Accelerating cancer systems biology research through Semantic Web technology. ( 0,538217382555957 )
Perspect Health Inf Manag - Use of structured and unstructured data to identify contraceptive use in women veterans. ( 0,537435134734103 )
J Am Med Inform Assoc - Enabling collaborative research using the Biomedical Informatics Research Network (BIRN). ( 0,53674486747788 )
J Biomed Inform - Mining association language patterns using a distributional semantic model for negative life event classification. ( 0,535419593049647 )
Methods Inf Med - Health level seven interoperability strategy: big data, incrementally structured. ( 0,533925196038225 )
Artif Intell Med - On mining clinical pathway patterns from medical behaviors. ( 0,533764540470813 )
AMIA Annu Symp Proc - Linked data and online classifications to organise mined patterns in patient data. ( 0,532554272695043 )
J Med Syst - Evaluating cluster preservation in frequent itemset integration for distributed databases. ( 0,531953915471796 )
AMIA Annu Symp Proc - Supporting the Collaborative Authoring of ICD-11 with WebProt?g?. ( 0,531341916129019 )
Brief. Bioinformatics - Buying in to bioinformatics: an introduction to commercial sequence analysis software. ( 0,528781764818021 )
Curr Protoc Bioinformatics - Cloud Computing with iPlant Atmosphere. ( 0,527892141214369 )
J Biomed Inform - Is standard multivariate analysis sufficient in clinical and epidemiological studies? ( 0,527217386613995 )
Appl Clin Inform - Validation of an association rule mining-based method to infer associations between medications and problems. ( 0,524798861466217 )
J Biomed Inform - Summarizing clinical pathways from event logs. ( 0,52242520275552 )
Comput. Biol. Med. - Identifying patients in target customer segments using a two-stage clustering-classification approach: a hospital-based assessment. ( 0,522255119093003 )
J Chem Inf Model - Integrated project views: decision support platform for drug discovery project teams. ( 0,520693719003665 )
AMIA Annu Symp Proc - Information warehouse - a comprehensive informatics platform for business, clinical, and research applications. ( 0,520670813827955 )
Int J Health Geogr - Web GIS in practice IX: a demonstration of geospatial visual analytics using Microsoft Live Labs Pivot technology and WHO mortality data. ( 0,520276121925273 )
IEEE Trans Vis Comput Graph - Abstracting Attribute Space for Transfer Function Exploration and Design. ( 0,520241531580981 )
J Med Syst - Discovering medical knowledge using association rule mining in young adults with acute myocardial infarction. ( 0,519732824830144 )
J. Med. Internet Res. - Computing health quality measures using Informatics for Integrating Biology and the Bedside. ( 0,519575190992329 )
AMIA Annu Symp Proc - Exploring generalized association rule mining for disease co-occurrences. ( 0,517583802539888 )
J Chem Inf Model - iBIOMES: managing and sharing biomolecular simulation data in a distributed environment. ( 0,516320547188672 )
J Am Med Inform Assoc - Clinical research informatics: a conceptual perspective. ( 0,515316320604052 )
J. Med. Internet Res. - Beyond open big data: addressing unreliable research. ( 0,514122025713463 )
Int J Med Inform - Delivery of a urology online course using Moodle versus didactic lectures methods. ( 0,513889124263412 )
J Am Med Inform Assoc - Web-scale pharmacovigilance: listening to signals from the crowd. ( 0,512701705184972 )
AMIA Annu Symp Proc - Concordance of Electronic Health Record (EHR) Data Describing Delirium at a VA Hospital. ( 0,510689072044608 )
Methods Inf Med - Training health professionals in bioinformatics. Experiences and lessons learned. ( 0,508915828241695 )
Brief. Bioinformatics - Bioinformatics training: selecting an appropriate learning content management system--an example from the European Bioinformatics Institute. ( 0,508468007355224 )
Health Info Libr J - How the web was won ? by some. ( 0,507283296704242 )
Int J Med Inform - The Epilepsy Phenome/Genome Project (EPGP) informatics platform. ( 0,506039769775771 )
Int J Health Geogr - Displaying R spatial statistics on Google dynamic maps with web applications created by Rwui. ( 0,505182878309483 )
Methods Inf Med - Biomedical informatics publications: a global perspective. Part II: Journals. ( 0,503938854979656 )
AMIA Annu Symp Proc - Drug repositioning using disease associated biological processes and network analysis of drug targets. ( 0,502185377837563 )
AMIA Annu Symp Proc - A student authored online medical education textbook: editing patterns and content evaluation of a medical student wiki. ( 0,501931130457825 )
IEEE J Biomed Health Inform - Big heart data: advancing health informatics through data sharing in cardiovascular imaging. ( 0,501324146719829 )
Telemed J E Health - Disruptive innovation: the future of healthcare? ( 0,499328525009391 )
BMC Med Inform Decis Mak - Smartphone and medical related App use among medical students and junior doctors in the United Kingdom (UK): a regional survey. ( 0,499046047898372 )
Brief. Bioinformatics - Tutorial videos of bioinformatics resources: online distribution trial in Japan named TogoTV. ( 0,499040728670866 )
Artif Intell Med - A systems approach to healthcare: agent-based modeling, community mental health, and population well-being. ( 0,498309223107025 )
AMIA Annu Symp Proc - The SHARPn project on secondary use of Electronic Medical Record data: progress, plans, and possibilities. ( 0,498225765874377 )
J Am Med Inform Assoc - Bionimbus: a cloud for managing, analyzing and sharing large genomics datasets. ( 0,496335435913194 )
J Am Med Inform Assoc - Leveraging the national cyberinfrastructure for biomedical research. ( 0,496122846824951 )
J Am Med Inform Assoc - Direct2Experts: a pilot national network to demonstrate interoperability among research-networking platforms. ( 0,496117697711191 )
AMIA Annu Symp Proc - Sick patients have more data: the non-random completeness of electronic health records. ( 0,496033931701803 )
Methods Inf Med - MedSkills: a learning environment for evidence-based medical skills. ( 0,4951538496394 )
J Am Med Inform Assoc - AMIA Board white paper: definition of biomedical informatics and specification of core competencies for graduate education in the discipline. ( 0,494130662837598 )
IEEE Trans Image Process - Library-based illumination synthesis for critical CMOS patterning. ( 0,493792865824624 )
Artif Intell Med - Employing heat maps to mine associations in structured routine care data. ( 0,493322788585289 )
J Biomed Inform - Exploring the ncRNA-ncRNA patterns based on bridging rules. ( 0,493233047746214 )
J Med Syst - MEDWISE: an innovative public health information system infrastructure. ( 0,493012370002954 )
J Biomed Inform - Text mining for traditional Chinese medical knowledge discovery: a survey. ( 0,492156357654905 )
J Integr Bioinform - BacillOndex: an integrated data resource for systems and synthetic biology. ( 0,490939871803306 )
Health Info Libr J - An investigation into the move towards electronic journals: a case study of NHS libraries in Kent, Surrey and Sussex. ( 0,489726716197872 )
J Biomed Inform - Unraveling complex temporal associations in cellular systems across multiple time-series microarray datasets. ( 0,487544996097364 )
Comput. Biol. Med. - Evaluation of a Teleform-based data collection system: a multi-center obesity research case study. ( 0,486449647614828 )
J Am Med Inform Assoc - Launching PCORnet, a national patient-centered clinical research network. ( 0,486214642768605 )