Artif Intell Med - Transferring brain-computer interfaces beyond the laboratory: successful application control for motor-disabled users.

Tópicos

{ control(1307) perform(991) simul(935) }
{ research(1085) discuss(1038) issu(1018) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ medic(1828) order(1363) alert(1069) }
{ system(1050) medic(1026) inform(1018) }
{ patient(1821) servic(1111) care(1106) }
{ monitor(1329) mobil(1314) devic(1160) }
{ system(1976) rule(880) can(841) }
{ method(984) reconstruct(947) comput(926) }
{ time(1939) patient(1703) rate(768) }
{ use(2086) technolog(871) perceiv(783) }
{ survey(1388) particip(1329) question(1065) }
{ treatment(1704) effect(941) patient(846) }
{ import(1318) role(1303) understand(862) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ learn(2355) train(1041) set(1003) }
{ method(1557) propos(1049) approach(1037) }
{ general(901) number(790) one(736) }
{ howev(809) still(633) remain(590) }
{ group(2977) signific(1463) compar(1072) }
{ use(1733) differ(960) four(931) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1219) similar(1157) match(930) }
{ motion(1329) object(1292) video(1091) }
{ design(1359) user(1324) use(1319) }
{ featur(1941) imag(1645) propos(1176) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ health(3367) inform(1360) care(1135) }
{ data(2317) use(1299) case(1017) }
{ signal(2180) analysi(812) frequenc(800) }
{ gene(2352) biolog(1181) express(1162) }
{ can(981) present(881) function(850) }
{ use(976) code(926) identifi(902) }
{ method(1969) cluster(1462) data(1082) }
{ 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) }
{ sequenc(1873) structur(1644) protein(1328) }
{ 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) }
{ assess(1506) score(1403) qualiti(1306) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ 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) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ age(1611) year(1155) adult(843) }
{ cost(1906) reduc(1198) effect(832) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ activ(1138) subject(705) human(624) }
{ 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) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ estim(2440) model(1874) function(577) }
{ decis(3086) make(1611) patient(1517) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

JECTIVES: Brain-computer interfaces (BCIs) are no longer only used by healthy participants under controlled conditions in laboratory environments, but also by patients and end-users, controlling applications in their homes or clinics, without the BCI experts around. But are the technology and the field mature enough for this? Especially the successful operation of applications - like text entry systems or assistive mobility devices such as tele-presence robots - requires a good level of BCI control. How much training is needed to achieve such a level? Is it possible to train na?ve end-users in 10 days to successfully control such applications?MATERIALS AND METHODS: In this work, we report our experiences of training 24 motor-disabled participants at rehabilitation clinics or at the end-users' homes, without BCI experts present. We also share the lessons that we have learned through transferring BCI technologies from the lab to the user's home or clinics.RESULTS: The most important outcome is that 50% of the participants achieved good BCI performance and could successfully control the applications (tele-presence robot and text-entry system). In the case of the tele-presence robot the participants achieved an average performance ratio of 0.87 (max. 0.97) and for the text entry application a mean of 0.93 (max. 1.0). The lessons learned and the gathered user feedback range from pure BCI problems (technical and handling), to common communication issues among the different people involved, and issues encountered while controlling the applications.CONCLUSION: The points raised in this paper are very widely applicable and we anticipate that they might be faced similarly by other groups, if they move on to bringing the BCI technology to the end-user, to home environments and towards application prototype control.

Resumo Limpo

jectiv braincomput interfac bcis longer use healthi particip control condit laboratori environ also patient endus control applic home clinic without bci expert around technolog field matur enough especi success oper applic like text entri system assist mobil devic telepres robot requir good level bci control much train need achiev level possibl train nave endus day success control applicationsmateri method work report experi train motordis particip rehabilit clinic endus home without bci expert present also share lesson learn transfer bci technolog lab user home clinicsresult import outcom particip achiev good bci perform success control applic telepres robot textentri system case telepres robot particip achiev averag perform ratio max text entri applic mean max lesson learn gather user feedback rang pure bci problem technic handl common communic issu among differ peopl involv issu encount control applicationsconclus point rais paper wide applic anticip might face similar group move bring bci technolog endus home environ toward applic prototyp control

Resumos Similares

J Clin Monit Comput - Feedback control for clinicians. ( 0,66183766447657 )
Telemed J E Health - Therapy in virtual environments--clinical and ethical issues. ( 0,659674130208892 )
BMC Med Inform Decis Mak - Deployment of assistive living technology in a nursing home environment: methods and lessons learned. ( 0,640752344506505 )
Telemed J E Health - Telemedicine and pediatric radiology: a new environment for training, learning, and interactive discussions. ( 0,636414143121897 )
J Biomed Inform - A virtual reality simulator for orthopedic basic skills: a design and validation study. ( 0,617522914006926 )
Neural Comput - ANUBIS: artificial neuromodulation using a Bayesian inference system. ( 0,597759582427712 )
Artif Intell Med - User-centered design in brain-computer interfaces-a case study. ( 0,597540716280174 )
Int J Med Robot - Augmented reality and haptic interfaces for robot-assisted surgery. ( 0,592177387583019 )
Int J Comput Assist Radiol Surg - Task and crisis analysis during surgical training. ( 0,590586378552199 )
Comput Math Methods Med - Performance optimization of force feedback control system in virtual vascular intervention surgery. ( 0,590170020921744 )
Comput Methods Programs Biomed - Voice controlled wheelchairs: fine control by humming. ( 0,58962846891853 )
Int J Comput Assist Radiol Surg - Construct and face validity of SINERGIA laparoscopic virtual reality simulator. ( 0,589027726562939 )
Int J Comput Assist Radiol Surg - GPU-based physical cut in interactive haptic simulations. ( 0,58725273094253 )
Int J Med Robot - Conceptual design of a novel multi-DoF manual instrument for laparoscopic surgery. ( 0,58356031760126 )
Sci Data - Electromyography data for non-invasive naturally-controlled robotic hand prostheses. ( 0,580990030955044 )
Comput. Biol. Med. - A virtual reality based simulator for learning nasogastric tube placement. ( 0,579731897633998 )
Med Biol Eng Comput - ROAD: domestic assistant and rehabilitation robot. ( 0,578927731881493 )
Int J Comput Assist Radiol Surg - The integrated OR Efficiency and effectiveness evaluation after two years use, a pilot study. ( 0,577844567273677 )
Int J Med Robot - How to build patient-specific synthetic abdominal anatomies. An innovative approach from physical toward hybrid surgical simulators. ( 0,571991852560478 )
Comput Math Methods Med - Automated bone age assessment: motivation, taxonomies, and challenges. ( 0,571037978722253 )
Int J Med Robot - Kinematic fundamentals of a biomechatronic laparoscopy system. ( 0,566035297956369 )
Telemed J E Health - Reaching rural communities with culturally appropriate care: a model for adapting remote monitoring to American Indian veterans with posttraumatic stress disorder. ( 0,565306736991417 )
Int J Comput Assist Radiol Surg - Objective assessment of operator performance during ultrasound-guided procedures. ( 0,564130413809172 )
BMC Med Inform Decis Mak - Stroke patients' utilisation of extrinsic feedback from computer-based technology in the home: a multiple case study realistic evaluation. ( 0,555067437209588 )
Int J Med Robot - Visual servoing in medical robotics: a survey. Part I: endoscopic and direct vision imaging - techniques and applications. ( 0,553164790458549 )
Int J Comput Assist Radiol Surg - Learning curves of basic laparoscopic psychomotor skills in SINERGIA VR simulator. ( 0,55135178184687 )
Int J Med Robot - Graphic and haptic simulation system for virtual laparoscopic rectum surgery. ( 0,549228188523499 )
Artif Intell Med - Recommendations for the ethical use and design of artificial intelligent care providers. ( 0,548954327983283 )
Telemed J E Health - The patient-centered medical home and health information technology. ( 0,548389500138936 )
Comput Methods Programs Biomed - A low-cost real time virtual system for postural stability assessment at home. ( 0,546834853268813 )
Telemed J E Health - A review on telemedicine-based WBAN framework for patient monitoring. ( 0,544868591349281 )
Artif Intell Med - Intelligent dental training simulator with objective skill assessment and feedback. ( 0,543581061845937 )
Comput Methods Programs Biomed - Viscoelastic model based force control for soft tissue interaction and its application in physiological motion compensation. ( 0,54262047332536 )
Med Biol Eng Comput - Pneumatic robotic systems for upper limb rehabilitation. ( 0,542509177337726 )
Int J Comput Assist Radiol Surg - Augmented reality patient-specific reconstruction plate design for pelvic and acetabular fracture surgery. ( 0,542478876997518 )
Int J Med Robot - GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators. ( 0,542201637949044 )
Artif Intell Med - Wheelchair collaborative control for disabled users navigating indoors. ( 0,539544984831017 )
J Am Med Inform Assoc - Simbios: an NIH national center for physics-based simulation of biological structures. ( 0,538775012234166 )
AMIA Annu Symp Proc - Persuasive performance feedback: the effect of framing on self-efficacy. ( 0,537874691879186 )
Int J Comput Assist Radiol Surg - Interventional radiology virtual simulator for liver biopsy. ( 0,537376469236456 )
J Telemed Telecare - Training the allied health assistant for the telerehabilitation assessment of dysphagia. ( 0,537271736566348 )
Comput Methods Programs Biomed - Design of an efficient framework for fast prototyping of customized human-computer interfaces and virtual environments for rehabilitation. ( 0,536390853697925 )
Int J Med Robot - A virtual training system for maxillofacial surgery using advanced haptic feedback and immersive workbench. ( 0,533777099878006 )
Res Synth Methods - The evolution of a new publication type: Steps and challenges of producing overviews of reviews. ( 0,533399117657628 )
IEEE J Biomed Health Inform - Stitching and Surface Reconstruction from Endoscopic Image Sequences: A Review of Applications and Methods. ( 0,532737263725295 )
Int J Med Robot - Control design and implementation of a novel master-slave surgery robot system, MicroHand A. ( 0,531990046255837 )
Int J Med Robot - Virtual reality training and assessment in laparoscopic rectum surgery. ( 0,531172528090098 )
Med Biol Eng Comput - Motor imagery, P300 and error-related EEG-based robot arm movement control for rehabilitation purpose. ( 0,530651930685334 )
Int J Comput Assist Radiol Surg - Surgical process modelling: a review. ( 0,530395287807026 )
J Biomed Inform - Discovery of high-level tasks in the operating room. ( 0,525177136366419 )
Artif Intell Med - Advanced portable remote monitoring system for the regulation of treadmill running exercises. ( 0,524547756212557 )
Med Biol Eng Comput - A novel five degree of freedom user command controller in people with spinal cord injury and non-injured for full upper extremity neuroprostheses, wearable powered orthoses and prosthetics. ( 0,524200152477518 )
Int J Med Robot - Challenges facing totally endoscopic robotic coronary artery bypass grafting. ( 0,523917882762065 )
J Biomed Inform - Usability standards meet scenario-based design: challenges and opportunities. ( 0,523157116105894 )
Comput Methods Programs Biomed - A new general glucose homeostatic model using a proportional-integral-derivative controller. ( 0,522968560649016 )
Comput Methods Programs Biomed - Feedforward-feedback multiple predictive controllers for glucose regulation in type 1 diabetes. ( 0,52200703968526 )
Artif Intell Med - Interval type-2 fuzzy neural network controller for a multivariable anesthesia system based on a hardware-in-the-loop simulation. ( 0,521447775640986 )
Neural Comput - Machine-learning-based coadaptive calibration for brain-computer interfaces. ( 0,520868502769439 )
IEEE Trans Neural Netw Learn Syst - Opportunistic Behavior in Motivated Learning Agents. ( 0,519378219438652 )
Telemed J E Health - Telehealth technology applications in speech-language pathology. ( 0,519313336355581 )
Med Biol Eng Comput - The role of hand motion connectivity in the performance of laparoscopic procedures on a virtual reality simulator. ( 0,51806719342179 )
Int J Health Geogr - Drive time to cardiac rehabilitation: at what point does it affect utilization? ( 0,516898937409794 )
Int J Comput Assist Radiol Surg - Automatic knowledge-based recognition of low-level tasks in ophthalmological procedures. ( 0,515840233363154 )
Health Informatics J - Boundary objects in clinical simulation and design of eHealth. ( 0,515756989710413 )
J Med Syst - Synthetic hardware performance analysis in virtualized cloud environment for healthcare organization. ( 0,515443262225434 )
Methods Inf Med - A virtual reality simulator for teaching and evaluating dental procedures. ( 0,515274513587687 )
J. Med. Internet Res. - Prevalence of behavior changing strategies in fitness video games: theory-based content analysis. ( 0,514562930763964 )
Brief. Bioinformatics - Environmental bio-monitoring with high-throughput sequencing. ( 0,512269734850509 )
Wiley Interdiscip Rev Syst Biol Med - Agent-based modeling: a systematic assessment of use cases and requirements for enhancing pharmaceutical research and development productivity. ( 0,51194142737908 )
J Clin Monit Comput - An enriched simulation environment for evaluation of closed-loop anesthesia. ( 0,511416504386205 )
Int J Med Robot - Synchronization of epicardial crawling robot with heartbeat and respiration for improved safety and efficiency of locomotion. ( 0,510941716743208 )
J Clin Monit Comput - An active one-lobe pulmonary simulator with compliance control for medical training in neonatal mechanical ventilation. ( 0,510550959053407 )
Int J Comput Assist Radiol Surg - Navigated laparoscopic ultrasound in abdominal soft tissue surgery: technological overview and perspectives. ( 0,509964439952901 )
Comput. Aided Surg. - RapidSplint: virtual splint generation for orthognathic surgery - results of a pilot series. ( 0,508595853705834 )
Int J Med Inform - Implementation science approaches for integrating eHealth research into practice and policy. ( 0,508332784805684 )
J. Med. Internet Res. - Health literacy and task environment influence parents' burden for data entry on child-specific health information: randomized controlled trial. ( 0,507266676616352 )
Telemed J E Health - The U.S. Army Telemedicine and m-Health Program: making a difference at home and abroad. ( 0,50709255283711 )
Comput Math Methods Med - Retracted: Bayes clustering and structural support vector machines for segmentation of carotid artery plaques in multicontrast MRI. ( 0,506171068243531 )
Telemed J E Health - A review on remote monitoring technology applied to implantable electronic cardiovascular devices. ( 0,505811500907132 )
Int J Med Robot - An anthropomorphic design for a minimally invasive surgical system based on a survey of surgical technologies, techniques and training. ( 0,50537478242752 )
Telemed J E Health - Teleoncology: improving patient outcome through coordinated care. ( 0,504127927346362 )
AMIA Annu Symp Proc - A survey of rural hospitals' perspectives on health information technology outsourcing. ( 0,501586394778247 )
J Med Syst - Body Area Networks for ubiquitous healthcare applications: opportunities and challenges. ( 0,501309329950475 )
Appl Clin Inform - Healthy Gaming - Video Game Design to promote Health. ( 0,501007190268084 )
IEEE J Biomed Health Inform - Design and development of a virtual reality simulator for advanced cardiac life support training. ( 0,500899833492418 )
Int J Med Inform - Acceptance and use of health information technology by community-dwelling elders. ( 0,500762731988999 )
J Med Syst - A new hybrid case-based reasoning approach for medical diagnosis systems. ( 0,499579655243058 )
Telemed J E Health - Usability and feasibility of smartphone video capabilities for telehealth care in the U.S. military. ( 0,499489200195984 )
Neural Comput - Hierarchical control using networks trained with higher-level forward models. ( 0,499319380371689 )
Int J Med Robot - Failure mode and effects analysis in designing a virtual reality-based training simulator for bilateral sagittal split osteotomy. ( 0,498385839828677 )
IEEE Trans Vis Comput Graph - Optimizing Constrained-Environment Redirected Walking Instructions Using Search Techniques. ( 0,497890026135805 )
Comput Math Methods Med - Virtual grasping: closed-loop force control using electrotactile feedback. ( 0,497564400335091 )
Perspect Health Inf Manag - Telepsychiatry in the 21(st) century: transforming healthcare with technology. ( 0,496656574479555 )
J Clin Monit Comput - Automation of anaesthesia: a review on multivariable control. ( 0,49560730267569 )
Int J Comput Assist Radiol Surg - Electromagnetic tracking in surgical and interventional environments: usability study. ( 0,495125600979254 )
J Biomed Inform - Development and validation of a surgical training simulator with haptic feedback for learning bone-sawing skill. ( 0,494495039711986 )
J. Med. Internet Res. - Exploring virtual worlds for scenario-based repeated team training of cardiopulmonary resuscitation in medical students. ( 0,49385998752687 )
Telemed J E Health - Video medical interpretation over 3G cellular networks: a feasibility study. ( 0,493527945507131 )
J. Med. Internet Res. - Movement-based interaction applied to physical rehabilitation therapies. ( 0,493213813392708 )
Comput Methods Programs Biomed - A minimally invasive surgery robotic assistant for HALS-SILS techniques. ( 0,492807366334738 )