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Boudjlida, N. Proceedings der 1. Manolopoulos; J. Filipe; P. Constantopoulos; J. Stockinger, R. Buyya, R. Castro; E. Karmakar, P. Meersman, Z. Numerical models Numerical models are represented by physical measurements that are represented by numerical values, such as trajectories representing movements. Data acquisition strategies for bottom-up modeling There are different existing strategies for data acquisition.
Data acquisition by observation Data acquisition strategies are methods that are of interest to the process modeler and can be employed for the realization of surgical and technical use-cases. Open in a separate window. Figure Data acquisition by sensor systems Furthermore, there are many data acquisition strategies that rely on sensors rather than on human observers.
Model generalization and transformation strategies The ultimate goal for the developers of SPMs is the creation of models that can, according to the paradigm of individualization in Medicine 4. Modeling languages Basically, there is no designated or recommended language for the modeling of SPMs yet. Model application examples The application range of SPMs is diverse and multifaceted. SPMs for visualization and analysis Alongside the performance of analyses, SPM is one of the easiest yet most effective application areas to allow for a useful and utilizable visualization of the course of a surgical intervention.
Evaluation of SAS using SPMs The question of whether a new SAS contributes to the surgical performance needs to be answered qualitatively and quantitatively, supported by evidence gathered from structured data analyses. Evaluation and comparison of surgical approaches In [ 58 ], SPMs were used to optimize patient treatment strategies. Process compliance assessment Until now, the use for SPMs to perform requirements analyses, evaluations, and comparison has been presented.
SPMs for workflow management in the OR In modern ORs, the need for intelligent information presentation has been identified to prevent an information overload for surgeons and other OR staff [ 60 ], [ 61 ], [ 62 ], [ 63 ]. Conclusion The ensuing synergy between surgeons and technology is not yet fully matured, leading to breaches in the surgical workflow, delays of operating times, and media disruptions.
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