Technology and health care : official journal of the European Society for Engineering and Medicine
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Technol Health Care · Jan 2013
Prediction of different types of liver diseases using rule based classification model.
Diagnosing different types of liver diseases clinically is a quite hectic process because patients have to undergo large numbers of independent laboratory tests. On the basis of results and analysis of laboratory test, different liver diseases are classified. Hence to simplify this complex process, we have developed a Rule Base Classification Model (RBCM) to predict different types of liver diseases. The proposed model is the combination of rules and different data mining techniques. ⋯ This study demonstrates that there is a significant difference between the proposed rules based classification model and the model without rules for the liver diseases prediction and the rule based classification model with decision tree (DT) technique provides most accurate result. This model can be used as a valuable tool for medical decision making.
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Technol Health Care · Jan 2013
Computer-assisted navigation of a complex femoral shaft fracture: instruction in three steps--a technical note.
The procedure of computer-assisted navigation of femoral shaft fractures is well described. Nevertheless, its use is less common. An unclear disposal and longer operation times might be two reasons. The aim of this technical note is to render assistance concerning the ideal disposal of the setup.
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Technol Health Care · Jan 2012
ReviewMerits and capabilities of helicopter emergency medical service (HEMS) in traumatized patients.
Since the introduction of helicopter emergency medical service (HEMS) into the civilian rescue system, there is an ongoing discussion on its potential benefits in terms of time- and cost-effectiveness as well as clinical outcome improvement. Currently, the use of HEMS seems to provide a survival benefit in traumatized patients due to several aspects compared to ground emergency medical service (GEMS). ⋯ However, these aspects should be considered carefully as specific circumstances referring to rescue teams, on-scene management as well as preclinical durations, triaging of trauma patients and subsequent treatment at different hospitals have to be attended. In the present review current aspects of HEMS compared to GEMS are discussed.
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Technol Health Care · Jan 2012
ReviewOn the efficiency of FES cycling: a framework and systematic review.
Research and development in the art of cycling using functional electrical stimulation (FES) of the paralysed leg muscles has been going on for around thirty years. A range of physiological benefits has been observed in clinical studies but an outstanding problem with FES-cycling is that efficiency and power output are very low. The present work had the following aims: (i) to provide a tutorial introduction to a novel framework and methods of estimation of metabolic efficiency using example data sets, and to propose benchmark measures for evaluating FES-cycling performance; (ii) to systematically review the literature pertaining specifically to the metabolic efficiency of FES-cycling, to analyse the observations and possible explanations for the low efficiency, and to pose hypotheses for future studies which aim to improve performance. ⋯ Performance assessments should be carried out at a well-defined operating point, i.e. under conditions of well controlled work rate and cadence, because these variables have a strong effect on energy expenditure. Future work should focus on the two main factors which affect FES-cycling performance, namely: (i) unfavourable biomechanics, i.e. crude recruitment of muscle groups, non-optimal timing of muscle activation, and lack of synergistic and antagonistic joint control; (ii) non-physiological recruitment of muscle fibres, i.e. mixed recruitment of fibres of different type and deterministic constant-frequency stimulation. We hypothesise that the following areas may bring better FES-cycling performance: (i) study of alternative stimulation strategies for muscle activation including irregular stimulation patterns (e.g. doublets, triplets, stochastic patterns) and variable frequency stimulation trains, where it appears that increasing frequency over time may be profitable; (ii) study of better timing parameters for the stimulated muscle groups, and addition of more muscle groups: this path may be approached using EMG studies and constrained numerical optimisation employing dynamic models; (iii) development of optimal stimulation protocols for muscle reconditioning and FES-cycle training.
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Technol Health Care · Jan 2012
Ultrasound-based computer navigation: an accurate measurement tool for determining combined anteversion?
The present feasibility study examined the use of an ultrasound-based navigation system (UNS) for reliability of measurement the positions of both the femoral and acetabular components, a prerequisite to adjust the combined anteversion with sufficient accuracy when using a femur-first approach in total hip arthroplasty. ⋯ Our investigations suggest that the anteversion of stem and cup can be measured with accuracy sufficient enough to utilize the concept of combined anteversion using UNS. Hence, the advantage of utilizing UNS's in a femur-first approach is the ability to intraoperatively compensate for deviations from the targeted anteversion of the stem (which is often difficult to control) by adjusting the acetabular anteversion in the final step of the implantation. In doing so, the placement of the components follows the concept of combined anteversion. Avoiding extreme anteversion values of combined anteversion could be an important step towards reducing post-operative complications following total hip arthroplasty (THA).