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1.
Sensors (Basel) ; 20(8)2020 Apr 24.
Article in English | MEDLINE | ID: mdl-32344705

ABSTRACT

Cyber-physical systems (CPSs) have sophisticated control mechanisms that help achieve optimal system operations and services. These mechanisms, imply considering multiple signal inputs in parallel, to timely respond to varying working conditions. Despite the advantages that control mechanisms convey, they bring new challenges in terms of failure prevention. The compensatory action the control exerts cause a fault masking effect, hampering fault diagnosis. Likewise, the multiple information inputs CPSs have to process can affect the timely system response to faults. This article proposes a failure prognosis method, which combines time series-based forecasting methods with statistically based classification techniques in order to investigate system degradation and failure forming on system levels. This method utilizes a new approach based on the concept of the system operation mode (SOM) that offers a novel perspective for health management that allows monitoring the system behavior, through the frequency and duration of SOMs. Validation of this method was conducted by systematically injecting faults in a cyber-physical greenhouse testbed. The obtained results demonstrate that the degradation and fault forming process can be monitored by analyzing the changes of the frequency and duration of SOMs. These indicators made possible to estimate the time to failure caused by various failures in the conducted experiments.

2.
IEEE Trans Neural Syst Rehabil Eng ; 25(6): 726-738, 2017 06.
Article in English | MEDLINE | ID: mdl-27416604

ABSTRACT

Enhancing engagement of patients during stroke rehabilitation exercises are in the focus of current research. Various methods and computer supported tools have been developed for this purpose, which try to avoid mundane exercising that is prone to become a routine or even boring for the patients and leads to ineffective training. This paper introduces an engagement enhancing cyber-physical stroke rehabilitation system (CP-SRS) aiming at enhancing the patient's engagement during rehabilitation training exercises. This paper focuses on introducing the implementation and validation of the engagement monitoring subsystem (EMS) in the CP-SRS. The EMS is expected to evaluate the patient's actual engagement levels in motor, perceptive, cognitive and emotional aspects. Experiments in these four aspects were conducted separately, in order to characterize the range and accuracy of the engagement indicators by influencing the subjects into different engaged states. During the experiments, different setups were created to mimic the situations in which the subject was engaged or not engaged. The subjects involved in the experiments were healthy subjects. Results showed that the measurement in motor, perceptive, cognitive, and emotional aspects can represent the corresponding engagement level. More experiments will be conducted in the future to validate the efficiency of the CP-SRS in enhancing the engagement with stroke patients.


Subject(s)
Exercise Therapy/statistics & numerical data , Monitoring, Ambulatory/methods , Patient Compliance/statistics & numerical data , Patient Participation/psychology , Patient Participation/statistics & numerical data , Stroke Rehabilitation/psychology , Stroke Rehabilitation/statistics & numerical data , Adult , Exercise Therapy/psychology , Female , Humans , Male , Middle Aged , Monitoring, Ambulatory/psychology , Patient Compliance/psychology , Patient Participation/methods , Reproducibility of Results , Sensitivity and Specificity
3.
Int J Rehabil Res ; 37(4): 334-42, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25221845

ABSTRACT

Efficacious stroke rehabilitation depends not only on patients' medical treatment but also on their motivation and engagement during rehabilitation exercises. Although traditional rehabilitation exercises are often mundane, technology-assisted upper-limb robotic training can provide engaging and task-oriented training in a natural environment. The factors that influence engagement, however, are not fully understood. This paper therefore studies the relationship between engagement and muscle activities as well as the influencing factors of engagement. To this end, an experiment was conducted using a robotic upper limb rehabilitation system with healthy individuals in three training exercises: (a) a traditional exercise, which is typically used for training the grasping function, (b) a tracking exercise, currently used in robot-assisted stroke patient rehabilitation for fine motor movement, and (c) a video game exercise, which is a proliferating approach of robot-assisted rehabilitation enabling high-level active engagement of stroke patients. These exercises differ not only in the characteristics of the motion that they use but also in their method of triggering engagement. To measure the level of engagement, we used facial expressions, motion analysis of the arm movements, and electromyography. The results show that (a) the video game exercise could engage the participants for a longer period than the other two exercises, (b) the engagement level decreased when the participants became too familiar with the exercises, and (c) analysis of normalized root mean square in electromyographic data indicated that muscle activities were more intense when the participants are engaged. This study shows that several sub-factors on engagement, such as versatility of feedback, cognitive tasks, and competitiveness, may influence engagement more than the others. To maintain a high level of engagement, the rehabilitation system needs to be adaptive, providing different exercises to engage the participants.


Subject(s)
Exercise Therapy/methods , Hemiplegia/rehabilitation , Muscle, Skeletal/physiopathology , Stroke Rehabilitation , Adult , Electromyography , Exercise Therapy/instrumentation , Facial Expression , Female , Humans , Male , Middle Aged , Recovery of Function/physiology , Robotics , Upper Extremity/physiopathology , Video Games , Young Adult
5.
J Insur Med ; 38(4): 276-8, 2006.
Article in English | MEDLINE | ID: mdl-17323755

ABSTRACT

Among those infectious diseases that lead to insurance settlement for damages, we normally list those cases that do not involve person-to-person transmission, but rather those cases wherein the harmful agent enters the body without the intention of the person harmed, and which causes acute infectious disease or food poisoning. This is the way in which, for example, tick-borne encephalitis following an insect bite, rabies caused by animal bites, and acute food poisoning contracted in restaurants or from public catering arise. We can also list among the latter those cases of avian influenza illness, which arise through the involuntary consumption of infected animal meat (not ignoring occupational health and safety regulations). These insurance cases arise particularly when travel to countries with a high level of infection of livestock with avian influenza is involved. In these cases of illness, there is justification for including an accident indemnity payment--in addition to covering the costs related to health care--within the remit of travel health insurance.


Subject(s)
Influenza A Virus, H5N1 Subtype , Influenza in Birds , Influenza, Human , Insurance, Health , Travel , Animals , Birds , Humans
7.
Orv Hetil ; 145(9): 483-9, 2004 Feb 29.
Article in Hungarian | MEDLINE | ID: mdl-15077481

ABSTRACT

INTRODUCTION: Congenital meningoencephalocele is a rare and severe malformation. AIMS: The authors describe the case of congenital, basal transsphenoidal meningoencephalocele associated with other neurological malformations, which projected between the margins of palatoschisis producing respiratory problems at neonatal age. METHOD: Presented with detailed photo-documentation. RESULTS: Cranial meningoencephalocele reconstruction with an approach of bifrontal craniotomy was performed. The base of skull was closed multilaminarly with auto-graft gained from parietal bone and Lyodura. The closure of nasopharyngeal sac was performed in second sitting. Postoperatively the progression of hydrocephalus was so extensive, that implantation of ventriculo-peritoneal shunt was unavoidable. Later on closure of tracheotomy performed for continued air passage support was done. The authors report the course of disease and the surgeries performed. CONCLUSIONS: Auto-graft from skull bone for closure of large basal-cranial defect proved to be ideal. Prognosis depends on other malformations. Successful treatment needs co-operation of different specialties.


Subject(s)
Encephalocele/complications , Encephalocele/diagnosis , Meningocele/complications , Meningocele/diagnosis , Respiration Disorders/etiology , Sphenoid Sinus , Encephalocele/surgery , Humans , Infant, Newborn , Magnetic Resonance Imaging , Male , Meningocele/surgery , Sphenoid Sinus/diagnostic imaging , Sphenoid Sinus/pathology , Sphenoid Sinus/surgery , Tomography, X-Ray Computed
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