J Biomed Inform - glUCModel: a monitoring and modeling system for chronic diseases applied to diabetes.

Tópicos

{ patient(2315) diseas(1263) diabet(1191) }
{ inform(2794) health(2639) internet(1427) }
{ monitor(1329) mobil(1314) devic(1160) }
{ medic(1828) order(1363) alert(1069) }
{ take(945) account(800) differ(722) }
{ research(1218) medic(880) student(794) }
{ data(1714) softwar(1251) tool(1186) }
{ control(1307) perform(991) simul(935) }
{ patient(1821) servic(1111) care(1106) }
{ model(3480) simul(1196) paramet(876) }
{ can(774) often(719) complex(702) }
{ network(2748) neural(1063) input(814) }
{ import(1318) role(1303) understand(862) }
{ measur(2081) correl(1212) valu(896) }
{ perform(999) metric(946) measur(919) }
{ record(1888) medic(1808) patient(1693) }
{ sampl(1606) size(1419) use(1276) }
{ time(1939) patient(1703) rate(768) }
{ use(2086) technolog(871) perceiv(783) }
{ result(1111) use(1088) new(759) }
{ activ(1452) weight(1219) physic(1104) }
{ detect(2391) sensit(1101) algorithm(908) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ design(1359) user(1324) use(1319) }
{ search(2224) databas(1162) retriev(909) }
{ risk(3053) factor(974) diseas(938) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ patient(2837) hospit(1953) medic(668) }
{ activ(1138) subject(705) human(624) }
{ drug(1928) target(777) effect(648) }
{ decis(3086) make(1611) patient(1517) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ system(1976) rule(880) can(841) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ 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) }
{ learn(2355) train(1041) set(1003) }
{ algorithm(1844) comput(1787) effici(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) }
{ 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) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ 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) }
{ health(3367) inform(1360) care(1135) }
{ 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) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ 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(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }

Resumo

Chronic patients must carry out a rigorous control of diverse factors in their lives. Diet, sport activity, medical analysis or blood glucose levels are some of them. This is a hard task, because some of these controls are performed very often, for instance some diabetics measure their glucose levels several times every day, or patients with chronic renal disease, a progressive loss in renal function, should strictly control their blood pressure and diet. In order to facilitate this task to both the patient and the physician, we have developed a web application for chronic diseases control which we have particularized to diabetes. This system, called glUCModel, improves the communication and interaction between patients and doctors, and eventually the quality of life of the former. Through a web application, patients can upload their personal and medical data, which are stored in a centralized database. In this way, doctors can consult this information and have a better control over patient records. glUCModel also presents three novelties in the disease management: a recommender system, an e-learning course and a module for automatic generation of glucose levels model. The recommender system uses Case Based Reasoning. It provides automatic recommendations to the patient, based on the recorded data and physician preferences, to improve their habits and knowledge about the disease. The e-learning course provides patients a space to consult information about the illness, and also to assess their own knowledge about the disease. Blood glucose levels are modeled by means of evolutionary computation, allowing to predict glucose levels using particular features of each patient. glUCModel was developed as a system where a web layer allows the access of the users from any device connected to the Internet, like desktop computers, tablets or mobile phones.

Resumo Limpo

chronic patient must carri rigor control divers factor live diet sport activ medic analysi blood glucos level hard task control perform often instanc diabet measur glucos level sever time everi day patient chronic renal diseas progress loss renal function strict control blood pressur diet order facilit task patient physician develop web applic chronic diseas control particular diabet system call glucmodel improv communic interact patient doctor eventu qualiti life former web applic patient can upload person medic data store central databas way doctor can consult inform better control patient record glucmodel also present three novelti diseas manag recommend system elearn cours modul automat generat glucos level model recommend system use case base reason provid automat recommend patient base record data physician prefer improv habit knowledg diseas elearn cours provid patient space consult inform ill also assess knowledg diseas blood glucos level model mean evolutionari comput allow predict glucos level use particular featur patient glucmodel develop system web layer allow access user devic connect internet like desktop comput tablet mobil phone

Resumos Similares

Int J Med Inform - Online self-management interventions for chronically ill patients: cognitive impairment and technology issues. ( 0,874084852352417 )
J Med Syst - Developing a web 2.0 diabetes care support system with evaluation from care provider perspectives. ( 0,834119000497893 )
Telemed J E Health - One-year efficacy and safety of the telehealth system in poorly controlled type 2 diabetic patients receiving insulin therapy. ( 0,828831930404047 )
Telemed J E Health - Smartphone interventions for long-term health management of chronic diseases: an integrative review. ( 0,822290046000034 )
J Med Syst - An assessment of patient behavior over time-periods: a case study of managing type 2 diabetes through blood glucose readings and insulin doses. ( 0,804127432027313 )
Telemed J E Health - Prevalence and severity of diabetic retinopathy in Northwest Cameroon as identified by teleophthalmology. ( 0,803730369416926 )
Telemed J E Health - Asynchronous virtual visits for the follow-up of chronic conditions. ( 0,797273780922729 )
Telemed J E Health - Access to mobile communication technology and willingness to participate in automated telemedicine calls among chronically ill patients in Honduras. ( 0,796485702000189 )
BMC Med Inform Decis Mak - Internet-enabled pulmonary rehabilitation and diabetes education in group settings at home: a preliminary study of patient acceptability. ( 0,787250108016893 )
J. Med. Internet Res. - The effects on health behavior and health outcomes of Internet-based asynchronous communication between health providers and patients with a chronic condition: a systematic review. ( 0,785542026087768 )
Med Biol Eng Comput - A robust sliding mode controller with internal model for closed-loop artificial pancreas. ( 0,759999789713629 )
BMC Med Inform Decis Mak - An algorithm to identify patients with treated type 2 diabetes using medico-administrative data. ( 0,75895625193756 )
BMC Med Inform Decis Mak - Type 2 diabetes genetic association database manually curated for the study design and odds ratio. ( 0,756096885663136 )
BMC Med Inform Decis Mak - User-centered design of a web-based self-management site for individuals with type 2 diabetes - providing a sense of control and community. ( 0,751944062106246 )
Telemed J E Health - Shared care combined with telecare improves glycemic control of diabetic patients in a rural underserved community. ( 0,747636267830252 )
Telemed J E Health - A novel telemonitoring device for improving diabetes control: protocol and results from a randomized clinical trial. ( 0,745549593346859 )
J Am Med Inform Assoc - Personal health records and hypertension control: a randomized trial. ( 0,731513516191736 )
Int J Health Geogr - Spatial patterns of diabetes related health problems for vulnerable populations in Los Angeles. ( 0,731172647964819 )
Comput. Biol. Med. - A hybrid diagnosis model for determining the types of the liver disease. ( 0,72748843105254 )
Comput. Biol. Med. - Reduced-rule based expert system by the simplification of logic functions for the diagnosis of diabetes. ( 0,724995014319272 )
J. Med. Internet Res. - Clinical effects of home telemonitoring in the context of diabetes, asthma, heart failure and hypertension: a systematic review. ( 0,71943906895475 )
Perspect Health Inf Manag - Registry-based diabetes risk detection schema for the systematic identification of patients at risk for diabetes in West Virginia primary care centers. ( 0,710811689993087 )
AMIA Annu Symp Proc - Feasibility of mobile phone-based management of chronic illness. ( 0,70976092316647 )
Appl Clin Inform - Care everywhere, a point-to-point HIE tool: utilization and impact on patient care in the ED. ( 0,708658374420145 )
IEEE Trans Vis Comput Graph - Effects of Viewing Conditions and Rotation Methods in a Collaborative Tabletop AR Environment. ( 0,70311778454604 )
J Am Med Inform Assoc - Online disease management of diabetes: engaging and motivating patients online with enhanced resources-diabetes (EMPOWER-D), a randomized controlled trial. ( 0,701829707871462 )
Telemed J E Health - Patients' use of self-monitored readings for managing everyday life with COPD: a qualitative study. ( 0,699382532835914 )
AMIA Annu Symp Proc - An exploration of the potential reach of smartphones in diabetes. ( 0,692582436058061 )
AMIA Annu Symp Proc - A Comparison of Data Driven-based Measures of Adherence to Oral Hypoglycemic Agents in Medicaid Patients. ( 0,688997075213624 )
Health Informatics J - Adoption of online health management tools among healthy older adults: An exploratory study. ( 0,681055300134847 )
Telemed J E Health - Feasibility and acceptance of a pharmacist-run tele-oncology service for chemotherapy-induced nausea and vomiting in ambulatory cancer patients. ( 0,678865980666967 )
Med Decis Making - Can life expectancy and QALYs be improved by a framework for deciding whether to apply clinical guidelines to patients with severe comorbid disease? ( 0,676623715573482 )
Int J Med Inform - Knowledge, use and attitude toward eHealth among patients with chronic lung diseases. ( 0,674485215386115 )
Int J Med Inform - User experiences with different regional health information exchange systems in Finland. ( 0,669320378872248 )
IEEE J Biomed Health Inform - Home telemonitoring of vital signs--technical challenges and future directions. ( 0,668428999684085 )
J. Med. Internet Res. - Mobile health applications for the most prevalent conditions by the World Health Organization: review and analysis. ( 0,664818034533304 )
AMIA Annu Symp Proc - Teleretinal screening for diabetic retinopathy in six Los Angeles urban safety-net clinics: initial findings. ( 0,652973770561971 )
IEEE J Biomed Health Inform - Integration of Personalized Healthcare Pathways in an ICT platform for Diabetes Management: a small-scale exploratory study. ( 0,652260307076338 )
Telemed J E Health - Use of telemedicine to improve glycemic management in a skilled nursing facility: a pilot study. ( 0,650054091373404 )
Telemed J E Health - Group diabetes education administered through telemedicine: tools used and lessons learned. ( 0,64600019400905 )
J Am Med Inform Assoc - Secure messaging and diabetes management: experiences and perspectives of patient portal users. ( 0,643868736417588 )
Telemed J E Health - A low-cost mobile adaptive tracking system for chronic pulmonary patients in home environment. ( 0,641786482030133 )
Telemed J E Health - Nonmydriatic retinal image review at time of endocrinology visit results in short-term HbA1c reduction in poorly controlled patients with diabetic retinopathy. ( 0,636718542917646 )
Telemed J E Health - The empirical foundations of telemedicine interventions for chronic disease management. ( 0,636084044959432 )
J Biomed Inform - An autonomous mobile system for the management of COPD. ( 0,635471758078207 )
Comput Methods Programs Biomed - Markov Chain Monte Carlo simulation for projection of end stage renal disease patients in Greece. ( 0,633164779601726 )
Methods Inf Med - Reliable blood pressure self-measurement in the obstetric waiting room. ( 0,628969370176673 )
J. Med. Internet Res. - Mobile phone-based telemonitoring for heart failure management: a randomized controlled trial. ( 0,628070220480523 )
Int J Med Inform - An evolutionary-fuzzy DSS for assessing health status in multiple sclerosis disease. ( 0,626112974778355 )
BMC Med Inform Decis Mak - Addressing health literacy in patient decision aids. ( 0,626094062219924 )
Comput Math Methods Med - Resistance training exercise program for intervention to enhance gait function in elderly chronically ill patients: multivariate multiscale entropy for center of pressure signal analysis. ( 0,625119479536125 )
Comput Methods Programs Biomed - Induced L2-norm minimization of glucose-insulin system for Type I diabetic patients. ( 0,622365585324845 )
AMIA Annu Symp Proc - Disease progression subtype discovery from longitudinal EMR data with a majority of missing values and unknown initial time points. ( 0,620053777871155 )
J. Med. Internet Res. - Effects of a Web-based intervention for adults with chronic conditions on patient activation: online randomized controlled trial. ( 0,617666934968366 )
J Am Med Inform Assoc - Predicting changes in hypertension control using electronic health records from a chronic disease management program. ( 0,616926921720316 )
Telemed J E Health - Effects of home telemonitoring to support improved care for chronic obstructive pulmonary diseases. ( 0,616597787199234 )
Methods Inf Med - Ambulatory orthopaedic surgery patients' knowledge with internet-based education. ( 0,612989442536743 )
Med Decis Making - Balancing clinical experience in outpatient residency training. ( 0,60938282205203 )
Healthc (Amst) - A mobile health infrastructure to support underserved patients with chronic disease. ( 0,608196623722197 )
Int J Med Inform - Does the use of consumer health information technology improve outcomes in the patient self-management of diabetes? A meta-analysis and narrative review of randomized controlled trials. ( 0,607836088857336 )
Comput Methods Programs Biomed - Anticipating the next meal using meal behavioral profiles: a hybrid model-based stochastic predictive control algorithm for T1DM. ( 0,607653169533873 )
Comput. Biol. Med. - A hierarchical Bayesian framework to infer the progression level to diabetes based on deficient clinical data. ( 0,60735670310587 )
Comput. Biol. Med. - A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin. ( 0,606784472635765 )
J Med Syst - An ultra low-power and traffic-adaptive medium access control protocol for wireless body area network. ( 0,605617130761704 )
J Med Syst - An architecture model for multiple disease management information systems. ( 0,605444516203252 )
Comput Methods Programs Biomed - Glucose-insulin regulation model with subcutaneous insulin injection and evaluation using diabetic inpatients data. ( 0,605315907459506 )
Telemed J E Health - Development and evaluation of a Web-based tool to estimate type 2 diabetes risk: Diab_Alert. ( 0,604870362905587 )
BMC Med Inform Decis Mak - Identifying patients with diabetes and the earliest date of diagnosis in real time: an electronic health record case-finding algorithm. ( 0,603925650667961 )
J. Med. Internet Res. - What e-patients want from the doctor-patient relationship: content analysis of posts on discussion boards. ( 0,598811778032939 )
J. Med. Internet Res. - Perceptions of successful cues to action and opportunities to augment behavioral triggers in diabetes self-management: qualitative analysis of a mobile intervention for low-income Latinos with diabetes. ( 0,598407106166945 )
Comput Methods Programs Biomed - Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease. ( 0,598174572956043 )
Comput Methods Programs Biomed - Adaptive blood glucose control for intensive care applications. ( 0,596701829559563 )
Comput Methods Programs Biomed - Intelligent model-based advisory system for the management of ventilated intensive care patients. Part II: Advisory system design and evaluation. ( 0,595955219021279 )
J. Med. Internet Res. - Design of an mHealth app for the self-management of adolescent type 1 diabetes: a pilot study. ( 0,595524415245738 )
BMC Med Inform Decis Mak - Extension of the primary care research object model (PCROM) as clinical research information model (CRIM) for the learning healthcare system. ( 0,590091308708913 )
BMC Med Inform Decis Mak - A web-based intervention to support self-management of patients with type 2 diabetes mellitus: effect on self-efficacy, self-care and diabetes distress. ( 0,589305721228725 )
J. Med. Internet Res. - Electronic symptom reporting between patient and provider for improved health care service quality: a systematic review of randomized controlled trials. part 1: state of the art. ( 0,588252477625769 )
Comput Methods Programs Biomed - Model-based decision support in diabetes care. ( 0,587178898309693 )
J. Med. Internet Res. - A Web-based interactive diabetes registry for health care management and planning in Saudi Arabia. ( 0,586712488245612 )
J. Med. Internet Res. - Managing the personal side of health: how patient expertise differs from the expertise of clinicians. ( 0,586205418587279 )
Health Informatics J - Information and decision support needs in patients with type 2 diabetes. ( 0,586085631137796 )
J Am Med Inform Assoc - Open source electronic health records and chronic disease management. ( 0,585238958822287 )
J Telemed Telecare - Effectiveness and safety of a glucose data-filtering system with automatic response software to reduce the physician workload in managing type 2 diabetes. ( 0,584598518679162 )
J. Med. Internet Res. - Features of mobile diabetes applications: review of the literature and analysis of current applications compared against evidence-based guidelines. ( 0,584236560672465 )
Telemed J E Health - Development of a mobile teledermatology system. ( 0,583442112954024 )
Methods Inf Med - A decision support system for the treatment of patients with ventricular assist device support. ( 0,580659118055127 )
Med Biol Eng Comput - Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb. ( 0,578688063685159 )
J Clin Monit Comput - Pulmonary fluid status monitoring with intrathoracic impedance. ( 0,577588217261614 )
J Clin Monit Comput - Development of a practicable non-contact bedside autonomic activation monitoring system using microwave radars and its clinical application in elderly people. ( 0,57712697080965 )
Med Biol Eng Comput - Development and validation of a pressure-type automated quantitative sensory testing system for point-of-care pain assessment. ( 0,574311790485943 )
Int J Med Inform - Home telemonitoring in COPD: a systematic review of methodologies and patients' adherence. ( 0,574138267125901 )
Comput Methods Programs Biomed - Can computed tomography classifications of chronic obstructive pulmonary disease be identified using Bayesian networks and clinical data? ( 0,572332104447513 )
BMC Med Inform Decis Mak - Design of a randomized, non-inferiority trial to evaluate the reliability of videoconferencing for remote consultation of diabetes. ( 0,57030505655776 )
BMC Med Inform Decis Mak - Designing privacy-friendly digital whiteboards for mediation of clinical progress. ( 0,568137867397173 )
Med Biol Eng Comput - Designing an artificial pancreas architecture: the AP@home experience. ( 0,567264327436947 )
AMIA Annu Symp Proc - The Impact of HIT on Cost and Quality in Patient-Centered Medical Home Practices. ( 0,567105755612129 )
Healthc (Amst) - Time spent with patients by physicians, nurse practitioners, and physician assistants in community health centers, 2006-2010. ( 0,56448126864254 )
Telemed J E Health - The impact of mobile health interventions on chronic disease outcomes in developing countries: a systematic review. ( 0,563321270435557 )
BMC Med Inform Decis Mak - HERALD (health economics using routine anonymised linked data). ( 0,560940669007375 )
J Telemed Telecare - Telemonitoring in chronic obstructive airway disease and adult patients with cystic fibrosis. ( 0,560724995228558 )