AMIA Annu Symp Proc - Detecting salient aspects in online reviews of health providers.

Tópicos

{ health(1844) social(1437) communiti(874) }
{ research(1085) discuss(1038) issu(1018) }
{ method(1219) similar(1157) match(930) }
{ data(3963) clinic(1234) research(1004) }
{ health(3367) inform(1360) care(1135) }
{ ehr(2073) health(1662) electron(1139) }
{ imag(2675) segment(2577) method(1081) }
{ import(1318) role(1303) understand(862) }
{ system(1976) rule(880) can(841) }
{ sequenc(1873) structur(1644) protein(1328) }
{ imag(2830) propos(1344) filter(1198) }
{ motion(1329) object(1292) video(1091) }
{ extract(1171) text(1153) clinic(932) }
{ general(901) number(790) one(736) }
{ visual(1396) interact(850) tool(830) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ signal(2180) analysi(812) frequenc(800) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ intervent(3218) particip(2042) group(1664) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ structur(1116) can(940) graph(676) }
{ drug(1928) target(777) effect(648) }
{ survey(1388) particip(1329) question(1065) }
{ process(1125) use(805) approach(778) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ 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) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ 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) }
{ framework(1458) process(801) describ(734) }
{ 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) }
{ 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) }
{ 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) }
{ 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) }
{ 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) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ 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) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ can(981) present(881) function(850) }
{ high(1669) rate(1365) level(1280) }
{ 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) }
{ estim(2440) model(1874) function(577) }
{ decis(3086) make(1611) patient(1517) }
{ 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

We present a fully automated method to capture what topics health consumers discuss when reviewing their health providers online. Our method does not rely on any manual tagging of the information, and operates on the text of online reviews. We analyze a large set of reviews and compare the topics discussed when reviewing providers with different specialties. This work provides a complementary view on the traditional qualitative approaches proposed so far to capturing factors for patient satisfaction. Furthermore, our research contributes to understanding in a bottom-up fashion the needs and interests of health consumers online.

Resumo Limpo

present fulli autom method captur topic health consum discuss review health provid onlin method reli manual tag inform oper text onlin review analyz larg set review compar topic discuss review provid differ specialti work provid complementari view tradit qualit approach propos far captur factor patient satisfact furthermor research contribut understand bottomup fashion need interest health consum onlin

Resumos Similares

Int J Med Inform - Revisiting the online health information reliability debate in the wake of web 2.0: an inter-disciplinary literature and website review. ( 0,791116005806843 )
Appl Clin Inform - Paradigm shift or annoying distraction: emerging implications of web 2.0 for clinical practice. ( 0,749555271701265 )
J. Med. Internet Res. - Social media: a review and tutorial of applications in medicine and health care. ( 0,713947094524513 )
J. Med. Internet Res. - Mind the gap: social media engagement by public health researchers. ( 0,686241018082684 )
J. Med. Internet Res. - What are health-related users tweeting? A qualitative content analysis of health-related users and their messages on twitter. ( 0,681147305466316 )
Appl Clin Inform - Healthy Gaming - Video Game Design to promote Health. ( 0,670489124081907 )
Inform Health Soc Care - Health care development: integrating transaction cost theory with social support theory. ( 0,669015535387367 )
AMIA Annu Symp Proc - Sharing is caring, but not error free: transparency of granular controls for sharing personal health information in social networks. ( 0,66235360507955 )
J. Med. Internet Res. - Public health in an era of personal health records: opportunities for innovation and new partnerships. ( 0,660624354859343 )
Inform Health Soc Care - Online conversations among Ontario university students: environmental concerns. ( 0,660599929142766 )
J. Med. Internet Res. - Digital social media, youth, and nonmedical use of prescription drugs: the need for reform. ( 0,653577208377133 )
AMIA Annu Symp Proc - Does sustained participation in an online health community affect sentiment? ( 0,652869235719566 )
J. Med. Internet Res. - Queer as F**k: reaching and engaging gay men in sexual health promotion through social networking sites. ( 0,650975916596912 )
J Am Med Inform Assoc - Toward a science of learning systems: a research agenda for the high-functioning Learning Health System. ( 0,649281191529311 )
Methods Inf Med - Lessons learned from a health record bank start-up. ( 0,648294527464293 )
J. Med. Internet Res. - Superusers in social networks for smoking cessation: analysis of demographic characteristics and posting behavior from the Canadian Cancer Society's smokers' helpline online and StopSmokingCenter.net. ( 0,644796801085609 )
J. Med. Internet Res. - Would you tell everyone this? Facebook conversations as health promotion interventions. ( 0,644680433412274 )
J. Med. Internet Res. - A new dimension of health care: systematic review of the uses, benefits, and limitations of social media for health communication. ( 0,643327758524357 )
Brief. Bioinformatics - Tools and collaborative environments for bioinformatics research. ( 0,643260481535025 )
Res Synth Methods - The evolution of a new publication type: Steps and challenges of producing overviews of reviews. ( 0,642984985080009 )
J. Med. Internet Res. - What young people want from a sexual health website: design and development of Sexunzipped. ( 0,64204774279833 )
Health Info Libr J - Development of a complex intervention to improve health literacy skills. ( 0,641266828739979 )
J. Med. Internet Res. - Tweeting for and against public health policy: response to the Chicago Department of Public Health's electronic cigarette Twitter campaign. ( 0,639826906381037 )
Telemed J E Health - A standard telemental health evaluation model: the time is now. ( 0,636316656834802 )
J. Med. Internet Res. - The impact of social media on medical professionalism: a systematic qualitative review of challenges and opportunities. ( 0,633017363164112 )
AMIA Annu Symp Proc - Evaluating health interest profiles extracted from patient-generated data. ( 0,631307560308365 )
Methods Inf Med - Citation analysis in health care sciences. Innovative investigation or seductive pseudo-science? ( 0,631102514181858 )
BMC Med Inform Decis Mak - Against conventional wisdom: when the public, the media, and medical practice collide. ( 0,629922711540605 )
J. Med. Internet Res. - Did you hear the one about the doctor? An examination of doctor jokes posted on Facebook. ( 0,629599267780442 )
J. Med. Internet Res. - Tweet content related to sexually transmitted diseases: no joking matter. ( 0,628064888502634 )
J Am Med Inform Assoc - Advanced networks and computing in healthcare. ( 0,624877353562741 )
J. Med. Internet Res. - HealthTrust: a social network approach for retrieving online health videos. ( 0,620114376566769 )
Telemed J E Health - The U.S. Army Telemedicine and m-Health Program: making a difference at home and abroad. ( 0,618931354114588 )
J. Med. Internet Res. - Harnessing the social web for health and wellness: issues for research and knowledge translation. ( 0,616509939988859 )
J. Med. Internet Res. - Still a hard-to-reach population? Using social media to recruit Latino gay couples for an HIV intervention adaptation study. ( 0,615392487481117 )
IEEE J Biomed Health Inform - Network-based modeling and intelligent data mining of social media for improving care. ( 0,614963146718166 )
J Med Syst - Body Area Networks for ubiquitous healthcare applications: opportunities and challenges. ( 0,614777335247917 )
BMC Med Inform Decis Mak - Willingness to share personal health record data for care improvement and public health: a survey of experienced personal health record users. ( 0,613682815090035 )
IEEE Trans Image Process - Cooperation stimulation strategies for peer-to-peer wireless live video-sharing social networks. ( 0,6135739906705 )
Appl Clin Inform - The use of smartphones on General Internal Medicine wards: a mixed methods study. ( 0,612399174295078 )
J. Med. Internet Res. - Use of social media across US hospitals: descriptive analysis of adoption and utilization. ( 0,611907493392577 )
J Med Syst - Facebook as a platform for health information and communication: a case study of a diabetes group. ( 0,61001006772763 )
Health Informatics J - A game plan: Gamification design principles in mHealth applications for chronic disease management. ( 0,609767583556028 )
J. Med. Internet Res. - Pro-anorexia and pro-recovery photo sharing: a tale of two warring tribes. ( 0,609764972677733 )
J. Med. Internet Res. - An AIDS-denialist online community on a Russian social networking service: patterns of interactions with newcomers and rhetorical strategies of persuasion. ( 0,609750883988283 )
J. Med. Internet Res. - Sharing medical data for health research: the early personal health record experience. ( 0,608554499221653 )
J Am Med Inform Assoc - Nationwide online social networking for cardiovascular care in Korea using Facebook. ( 0,60846377891384 )
J. Med. Internet Res. - Applying social network analysis to understand the knowledge sharing behaviour of practitioners in a clinical online discussion forum. ( 0,607934216479411 )
BMC Med Inform Decis Mak - An empirical study to determine factors that motivate and limit the implementation of ICT in healthcare environments. ( 0,605615693396985 )
J. Med. Internet Res. - Developing health promotion interventions on social networking sites: recommendations from The FaceSpace Project. ( 0,60450964568306 )
Artif Intell Med - Recommendations for the ethical use and design of artificial intelligent care providers. ( 0,603777627128508 )
AMIA Annu Symp Proc - Drama and danger: the opportunities and challenges of promoting youth sexual health through online social networks. ( 0,602954407569301 )
J Med Syst - Designing patient-centered personal health records (PHRs): health care professionals' perspective on patient-generated data. ( 0,602827576087969 )
J. Med. Internet Res. - Implementing a virtual community of practice for family physician training: a mixed-methods case study. ( 0,60276660642537 )
J. Med. Internet Res. - Sources of information and behavioral patterns in online health forums: observational study. ( 0,602294528098938 )
Methods Inf Med - Inferring community structure in healthcare forums. An empirical study. ( 0,601365077653566 )
J. Med. Internet Res. - Using metrics to describe the participative stances of members within discussion forums. ( 0,600304059689146 )
J. Med. Internet Res. - The role of Facebook in Crush the Crave, a mobile- and social media-based smoking cessation intervention: qualitative framework analysis of posts. ( 0,600269104165807 )
J. Med. Internet Res. - The conceptual and practical ethical dilemmas of using health discussion board posts as research data. ( 0,599298354364986 )
J Med Syst - Learning from colleagues about healthcare IT implementation and optimization: lessons from a medical informatics listserv. ( 0,5984994155282 )
J. Med. Internet Res. - Hospital website rankings in the United States: expanding benchmarks and standards for effective consumer engagement. ( 0,598184723548879 )
AMIA Annu Symp Proc - Studying the vendor perspective on clinical decision support. ( 0,597579932263342 )
J. Med. Internet Res. - Interaction patterns of nurturant support exchanged in online health social networking. ( 0,59742052087121 )
J Biomed Inform - Text classification for assisting moderators in online health communities. ( 0,597364948187809 )
J Biomed Inform - Circles of Health: towards an advanced social network about disabilities of neurological origin. ( 0,596717115790004 )
Health Informatics J - Social media and physicians: Exploring the benefits and challenges. ( 0,595325606056367 )
J. Med. Internet Res. - Can tweets predict citations? Metrics of social impact based on Twitter and correlation with traditional metrics of scientific impact. ( 0,595300831096315 )
J. Med. Internet Res. - Community management that works: how to build and sustain a thriving online health community. ( 0,59299633180094 )
J. Med. Internet Res. - Use of twitter among local health departments: an analysis of information sharing, engagement, and action. ( 0,59259894335261 )
J. Med. Internet Res. - Communicating genetics and smoking through social media: are we there yet? ( 0,591697311338528 )
J. Med. Internet Res. - Seeking support on facebook: a content analysis of breast cancer groups. ( 0,590173289827185 )
AMIA Annu Symp Proc - Place matters: the problems and possibilities of spatial data in electronic health records. ( 0,58893598012158 )
BMC Med Inform Decis Mak - Making decisions in a complex information environment: evidential preference and information we trust. ( 0,588796188685115 )
Int J Med Inform - The use of information technologies for knowledge sharing by secondary healthcare organisations in New Zealand. ( 0,588664662167042 )
J. Med. Internet Res. - The use of social media by state tobacco control programs to promote smoking cessation: a cross-sectional study. ( 0,587757599974708 )
J. Med. Internet Res. - Social media and rating sites as tools to understanding quality of care: a scoping review. ( 0,587591590798996 )
J. Med. Internet Res. - Are public health organizations tweeting to the choir? Understanding local health department Twitter followership. ( 0,586163539267226 )
AMIA Annu Symp Proc - Using animation as an information tool to advance health research literacy among minority participants. ( 0,583696556665299 )
Inform Health Soc Care - Construction of a linked health and social care database resource--lessons on process, content and culture. ( 0,582197980976021 )
Health Info Libr J - Assessment of vaccination-related information for consumers available on Facebook. ( 0,582165350657047 )
Inform Health Soc Care - Relatives and friends queries on a psychologists question and answer forum online - authorship and contents. ( 0,580958141030403 )
J. Med. Internet Res. - Utilizing social media to study information-seeking and ethical issues in gene therapy. ( 0,580693498442569 )
Int J Med Inform - Implementation science approaches for integrating eHealth research into practice and policy. ( 0,580612152538883 )
J Am Med Inform Assoc - The ADVANCE network: accelerating data value across a national community health center network. ( 0,57871574179007 )
Inform Health Soc Care - Characteristics of patients seeking health information online via social health networks versus general Internet sites: a comparative study. ( 0,577498392483607 )
J Biomed Inform - Recommendations for the design, implementation and evaluation of social support in online communities, networks, and groups. ( 0,576606640327612 )
J. Med. Internet Res. - Online social and professional support for smokers trying to quit: an exploration of first time posts from 2562 members. ( 0,57547511438767 )
J. Med. Internet Res. - Designing messaging to engage patients in an online suicide prevention intervention: survey results from patients with current suicidal ideation. ( 0,575096550451489 )
AMIA Annu Symp Proc - A survey of rural hospitals' perspectives on health information technology outsourcing. ( 0,573890617677742 )
Telemed J E Health - Spanning boundaries into remote communities: an exploration of experiences with telehealth chronic disease self-management programs in rural northern ontario, Canada. ( 0,573510626185265 )
J. Med. Internet Res. - Online health information seeking behaviors of Hispanics in New York City: a community-based cross-sectional study. ( 0,573149144769245 )
BMC Med Inform Decis Mak - Scoping review of toolkits as a knowledge translation strategy in health. ( 0,572550587375673 )
J. Med. Internet Res. - Global reach of direct-to-consumer advertising using social media for illicit online drug sales. ( 0,572379780346407 )
Health Info Libr J - Examining the application of Web 2.0 in medical-related organisations. ( 0,572291370149866 )
Telemed J E Health - The world of e-patients: A content analysis of online social networks focusing on diseases. ( 0,571965730746338 )
J. Med. Internet Res. - Enabling community through social media. ( 0,571659573314279 )
J Am Med Inform Assoc - An integrative framework for sensor-based measurement of teamwork in healthcare. ( 0,570304554914574 )
J. Med. Internet Res. - Therapeutic affordances of social media: emergent themes from a global online survey of people with chronic pain. ( 0,569549592935147 )
J. Med. Internet Res. - Communicating the experience of chronic pain and illness through blogging. ( 0,568005778392987 )
J Am Med Inform Assoc - Finding influential users of online health communities: a new metric based on sentiment influence. ( 0,567069858054884 )