Telemed J E Health - Evaluation of unconstrained monitoring technology used in the smart bed for u-health environment.

Tópicos

{ monitor(1329) mobil(1314) devic(1160) }
{ signal(2180) analysi(812) frequenc(800) }
{ detect(2391) sensit(1101) algorithm(908) }
{ perform(1367) use(1326) method(1137) }
{ perform(999) metric(946) measur(919) }
{ imag(1057) registr(996) error(939) }
{ chang(1828) time(1643) increas(1301) }
{ research(1218) medic(880) student(794) }
{ group(2977) signific(1463) compar(1072) }
{ can(774) often(719) complex(702) }
{ visual(1396) interact(850) tool(830) }
{ imag(1947) propos(1133) code(1026) }
{ measur(2081) correl(1212) valu(896) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ imag(2830) propos(1344) filter(1198) }
{ error(1145) method(1030) estim(1020) }
{ algorithm(1844) comput(1787) effici(935) }
{ control(1307) perform(991) simul(935) }
{ search(2224) databas(1162) retriev(909) }
{ research(1085) discuss(1038) issu(1018) }
{ compound(1573) activ(1297) structur(1058) }
{ spatial(1525) area(1432) region(1030) }
{ first(2504) two(1366) second(1323) }
{ time(1939) patient(1703) rate(768) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ activ(1452) weight(1219) physic(1104) }
{ method(2212) result(1239) propos(1039) }
{ model(3404) distribut(989) bayesian(671) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ 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) }
{ 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) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ 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) }
{ 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) }
{ risk(3053) factor(974) diseas(938) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ model(2341) predict(2261) use(1141) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ patient(2837) hospit(1953) medic(668) }
{ 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) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ high(1669) rate(1365) level(1280) }
{ 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) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }

Resumo

JECTIVE: Since ubiquitous technology is an emerging paradigm in healthcare, we wanted to evaluate its feasibility in the healthcare area. As a first step, we evaluated the feasibility of the smart bed. In this study, a series of experiments were conducted to evaluate the smart bed.MATERIALS AND METHODS: Smart bed is a continuous ballistocardiogram monitoring device developed by Seoul National University. Eleven healthy subjects participated in the study. Each subject slept in the smart bed for two nights. To measure meaningful sleep periods, noisy sections were removed from the original signal. The subject's heart activity was obtained by automatic peak detection, using the AF2 peak detection algorithm. In this study, the feasibility of the smart bed was evaluated in terms of the meaningful sleep periods and the accuracy of automatic peak detection.RESULTS: On an average, 92.8% of sleep duration was meaningful. The accuracy of peak detection algorithm was also evaluated. The algorithm proved to have an accuracy of 95%; thus, we observe that 95% of the peak detection results were correct in comparison with the manual results.CONCLUSIONS: Based on the experimental results, we conclude that the smart bed can be a useful device for long-term monitoring in ubiquitous healthcare environments.

Resumo Limpo

jectiv sinc ubiquit technolog emerg paradigm healthcar want evalu feasibl healthcar area first step evalu feasibl smart bed studi seri experi conduct evalu smart bedmateri method smart bed continu ballistocardiogram monitor devic develop seoul nation univers eleven healthi subject particip studi subject slept smart bed two night measur meaning sleep period noisi section remov origin signal subject heart activ obtain automat peak detect use af peak detect algorithm studi feasibl smart bed evalu term meaning sleep period accuraci automat peak detectionresult averag sleep durat meaning accuraci peak detect algorithm also evalu algorithm prove accuraci thus observ peak detect result correct comparison manual resultsconclus base experiment result conclud smart bed can use devic longterm monitor ubiquit healthcar environ

Resumos Similares

Comput. Biol. Med. - HeartSaver: a mobile cardiac monitoring system for auto-detection of atrial fibrillation, myocardial infarction, and atrio-ventricular block. ( 0,766198917303724 )
Comput Methods Programs Biomed - Mobile wearable device for long term monitoring of vital signs. ( 0,726825184868728 )
Telemed J E Health - The design of the m-health service application using a Nintendo DS game console. ( 0,720893242193591 )
Telemed J E Health - Remote patient monitoring based on ZigBee: lessons from a real-world deployment. ( 0,712506964275234 )
Methods Inf Med - Monitoring nocturnal heart rate with bed sensor. ( 0,694518554886397 )
IEEE J Biomed Health Inform - Embedded DSP-based telehealth radar system for remote in-door fall detection. ( 0,692961165146434 )
IEEE J Biomed Health Inform - A dynamic evidential network for fall detection. ( 0,68941215872166 )
Appl Clin Inform - Near Field Communication-based telemonitoring with integrated ECG recordings. ( 0,683384522078223 )
Telemed J E Health - A usability study of patients setting up a cardiac event loop recorder and BlackBerry gateway for remote monitoring at home. ( 0,673994246044683 )
J Telemed Telecare - ECG telemonitoring during home-based cardiac rehabilitation in heart failure patients. ( 0,669460078036621 )
J Med Syst - A comprehensive study of channel estimation for WBAN-based healthcare systems: feasibility of using multiband UWB. ( 0,666892868771947 )
Comput Methods Programs Biomed - Dual transmission model and related spectral content of the fetal heart sounds. ( 0,663873594249152 )
Telemed J E Health - Wireless medical sensor networks: design requirements and enabling technologies. ( 0,642707111446085 )
Comput. Biol. Med. - The development of a tele-monitoring system for physiological parameters based on the B/S model. ( 0,640503203074639 )
Int J Med Inform - Real-time attended home-polysomnography with telematic data transmission. ( 0,632622757493743 )
Comput Methods Programs Biomed - Cloud-ECG for real time ECG monitoring and analysis. ( 0,628433953753306 )
J Med Syst - Wireless electrocardiogram transmission in ISM band: an approach towards telecardiology. ( 0,62576687890809 )
Telemed J E Health - Predictable and reliable ECG monitoring over IEEE 802.11 WLANs within a hospital. ( 0,625114431202239 )
J Med Syst - Integration of RFID and web service for assisted living. ( 0,623117505174013 )
J Med Syst - mHealthMon: toward energy-efficient and distributed mobile health monitoring using parallel offloading. ( 0,614894350887104 )
J Med Syst - Variable threshold method for ECG R-peak detection. ( 0,614609018944146 )
Telemed J E Health - The evolution of pediatric tele-echocardiography: 15-year experience of over 10,000 transmissions. ( 0,610501438207139 )
IEEE J Biomed Health Inform - Wearable, wireless EEG solutions in daily life applications: what are we missing? ( 0,609996256279801 )
Telemed J E Health - Interpretation of electrocardiogram images sent through the mobile phone multimedia messaging service. ( 0,609087001195405 )
Methods Inf Med - Central sleep apnea detection from ECG-derived respiratory signals. Application of multivariate recurrence plot analysis. ( 0,605036673770465 )
Int J Med Inform - Electromagnetic interference of magnetic field based auto identification technologies in healthcare settings. ( 0,604109047450063 )
J Biomed Inform - A framework for the comparison of mobile patient monitoring systems. ( 0,60231405680207 )
IEEE J Biomed Health Inform - Quality of the wireless electrocardiogram signal during physical exercise in different age groups. ( 0,601950169912663 )
IEEE J Biomed Health Inform - Signal-quality indices for the electrocardiogram and photoplethysmogram: derivation and applications to wireless monitoring. ( 0,598294340094553 )
Med Biol Eng Comput - A comprehensive survey of wearable and wireless ECG monitoring systems for older adults. ( 0,59572661715746 )
J Med Syst - An environmental-adaptive fall detection system on mobile device. ( 0,593731963793183 )
Int J Comput Assist Radiol Surg - Tactile sensor using acoustic reflection for lump detection in laparoscopic surgery. ( 0,593652177195525 )
J Med Syst - A low-cost reader for automatically collecting vital signs in hospitals. ( 0,590720841719057 )
Telemed J E Health - Ambulance 12-lead electrocardiography transmission via cell phone technology to cardiologists. ( 0,589804765656717 )
Telemed J E Health - Development and practice of a Telehealthcare Expert System (TES). ( 0,587884686918616 )
J Clin Monit Comput - A quantitative EEG method for detecting post clamp changes during carotid endarterectomy. ( 0,585605015917088 )
Telemed J E Health - A new, phonocardiography-based telemetric fetal home monitoring system. ( 0,584809199662141 )
Comput. Biol. Med. - Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury. ( 0,584599703255754 )
Artif Intell Med - Comparative study of approximate entropy and sample entropy robustness to spikes. ( 0,58449507545152 )
J Biomed Inform - Monitoring Obstructive Sleep Apnea by means of a real-time mobile system based on the automatic extraction of sets of rules through Differential Evolution. ( 0,584359328591118 )
IEEE J Biomed Health Inform - Single Trial Visual Evoked Potential Extraction using Partial Least Squares-based Approach. ( 0,583243233086104 )
Med Biol Eng Comput - Characterization of QT and RR interval series during acute myocardial ischemia by means of recurrence quantification analysis. ( 0,582467512760285 )
Telemed J E Health - Wireless portable electrocardiogram and a tri-axis accelerometer implementation and application on sleep activity monitoring. ( 0,581986264541129 )
Int J Med Inform - Design and implementation of a seamless and comprehensive integrated medical device interface system for outpatient electronic medical records in a general hospital. ( 0,581932259065775 )
J Telemed Telecare - Remote monitoring of nursing home residents using a humanoid robot. ( 0,58058171385458 )
Comput Methods Programs Biomed - Automatic detection of freezing of gait events in patients with Parkinson's disease. ( 0,579399658920947 )
Methods Inf Med - Classification of sleep stages using multi-wavelet time frequency entropy and LDA. ( 0,578915775074197 )
Comput. Biol. Med. - Real-time electrocardiogram P-QRS-T detection-delineation algorithm based on quality-supported analysis of characteristic templates. ( 0,577850109800501 )
J Am Med Inform Assoc - Multidimensional evaluation of a radio frequency identification wi-fi location tracking system in an acute-care hospital setting. ( 0,577504914284666 )
Comput Math Methods Med - Analyzing EEG of quasi-brain-death based on dynamic sample entropy measures. ( 0,577489999163159 )
Comput Methods Programs Biomed - Automated sleep stage identification system based on time-frequency analysis of a single EEG channel and random forest classifier. ( 0,577092511013216 )
Telemed J E Health - The design and implementation of a rescue terminal with vital signs telemonitoring based on Beidou 1 navigation satellite system. ( 0,576551001222878 )
Comput. Biol. Med. - Wavelet-based denoising method for real phonocardiography signal recorded by mobile devices in noisy environment. ( 0,576500517262726 )
J Telemed Telecare - Feasibility of dynamic cardiac ultrasound transmission via mobile phone for basic emergency teleconsultation. ( 0,574247116168673 )
J Med Syst - Design and development of a heart rate variability analyzer. ( 0,573659245899965 )
J Med Syst - Performance evaluation of continuity of care records (CCRs): parsing models in a mobile health management system. ( 0,572867138039746 )
Telemed J E Health - Metrics for assessing the reliability of a telemedicine remote monitoring system. ( 0,570428298696699 )
Comput. Biol. Med. - Heart monitoring systems--a review. ( 0,570169147293915 )
Methods Inf Med - Wireless LAN security management with location detection capability in hospitals. ( 0,568695829075413 )
Comput Math Methods Med - Mobile personal health system for ambulatory blood pressure monitoring. ( 0,565059525652079 )
J Med Syst - An emergency system to improve ambulance dispatching, ambulance diversion and clinical handover communication-a proposed model. ( 0,564399050897487 )
Comput Methods Programs Biomed - Linear and nonlinear analysis of normal and CAD-affected heart rate signals. ( 0,564361622306168 )
Comput. Biol. Med. - Towards a social and context-aware multi-sensor fall detection and risk assessment platform. ( 0,562275214602897 )
J Clin Monit Comput - A system for portable sleep apnea diagnosis using an embedded data capturing module. ( 0,562250107651033 )
J Med Syst - Epileptic seizure detection using probability distribution based on equal frequency discretization. ( 0,561075553311811 )
IEEE J Biomed Health Inform - A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment. ( 0,5605567426842 )
IEEE J Biomed Health Inform - MyHealthAssistant: an event-driven middleware for multiple medical applications on a smartphone-mediated body sensor network. ( 0,559540800273078 )
Int J Neural Syst - Application of empirical mode decomposition (emd) for automated detection of epilepsy using EEG signals. ( 0,559527482679422 )
J Med Syst - A novel handheld device for use in remote patient monitoring of heart failure patients--design and preliminary validation on healthy subjects. ( 0,558212311563617 )
Telemed J E Health - HONEY: a multimodality fall detection and telecare system. ( 0,557422218881514 )
IEEE J Biomed Health Inform - Integrated inertial sensors and mobile computing for real-time cycling performance guidance via pedaling profile classification. ( 0,557324732442196 )
J. Med. Internet Res. - Physicians interrupted by mobile devices in hospitals: understanding the interaction between devices, roles, and duties. ( 0,557213773329338 )
J Telemed Telecare - Remote CT reading using an ultramobile PC and web-based remote viewing over a wireless network. ( 0,555813426271396 )
IEEE J Biomed Health Inform - Ambulatory measurement of three-dimensional foot displacement during treadmill walking using wearable wireless ultrasonic sensor network. ( 0,554658990073326 )
Comput Methods Programs Biomed - Estimation of spatial-temporal gait parameters in level walking based on a single accelerometer: validation on normal subjects by standard gait analysis. ( 0,554180933710662 )
Comput Methods Programs Biomed - Influence of QRS complex detection errors on entropy algorithms. Application to heart rate variability discrimination. ( 0,55390077344554 )
Comput. Biol. Med. - A fixed point algorithm for extracting the atrial activity in the frequency domain. ( 0,553475198299471 )
AMIA Annu Symp Proc - A discriminative approach to EEG seizure detection. ( 0,552727576070873 )
Comput Math Methods Med - A wavelet transform based method to determine depth of anesthesia to prevent awareness during general anesthesia. ( 0,552438893719938 )
Comput Methods Programs Biomed - QRS detection based on wavelet coefficients. ( 0,552283158072646 )
J Med Syst - Classification of arrhythmia using hybrid networks. ( 0,551329989851134 )
Comput Methods Programs Biomed - Automatic heart sound detection in pediatric patients without electrocardiogram reference via pseudo-affine Wigner-Ville distribution and Haar wavelet lifting. ( 0,551079292624483 )
J Med Syst - Mobile tablet use among academic physicians and trainees. ( 0,550549724058628 )
Comput Math Methods Med - An automated optimal engagement and attention detection system using electrocardiogram. ( 0,550374347130506 )
Telemed J E Health - TELEMOLD project: oximetry and exercise telemonitoring to improve long-term oxygen therapy. ( 0,549894132935313 )
J Med Syst - Multi-sources data fusion framework for remote triage prioritization in telehealth. ( 0,547168300735904 )
J Med Syst - Creation of a RFID based real time tracking (R-RTT) system for small healthcare clinics. ( 0,546240121167743 )
J Med Syst - A pilot study on image analysis techniques for extracting early uterine cervix cancer cell features. ( 0,546187311815769 )
Telemed J E Health - NHS connecting for health: healthcare professionals, mobile technology, and infection control. ( 0,544759856809082 )
Methods Inf Med - Robust detection of sleep apnea from Holter ECGs. Joint assessment of modulations in QRS amplitude and respiratory myogram interference. ( 0,544627541239595 )
J Med Syst - Security and privacy issues in wireless sensor networks for healthcare applications. ( 0,542871118736975 )
Int J Neural Syst - Kernel collaborative representation-based automatic seizure detection in intracranial EEG. ( 0,542116663596223 )
J Clin Monit Comput - Heart rate variability analysis during central hypovolemia using wavelet transformation. ( 0,540461881520839 )
Int J Neural Syst - Detection of driving fatigue by using noncontact EMG and ECG signals measurement system. ( 0,540397662425786 )
Comput Methods Programs Biomed - Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions. ( 0,540205253093978 )
Comput Math Methods Med - A novel automatic detection system for ECG arrhythmias using maximum margin clustering with immune evolutionary algorithm. ( 0,538557480727934 )
Telemed J E Health - Implementation of a wireless device for real-time telemedical assistance of home-ventilated amyotrophic lateral sclerosis patients: a feasibility study. ( 0,538353705970528 )
J Med Syst - An ultra low-power and traffic-adaptive medium access control protocol for wireless body area network. ( 0,537608593426067 )
Telemed J E Health - Feasibility of popular m-health technologies for activity tracking among individuals with serious mental illness. ( 0,537548790933806 )
Comput. Biol. Med. - Binary symbolic dynamics classifies heart rate variability patterns linked to autonomic modulations. ( 0,536233262022945 )