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- | Secondly, we tried to detect deviations in a surgical process model and to distinguish the ones due to patient's anatomical particularities from the ones due to intra-operative events. In order to accomplish this, we use a combination of dynamic time warping and a hidden Markov model methods. Finally, we tried to identify patterns to explain and predict the appearance of intra-operative adverse events. | + | Secondly, we tried to detect deviations in a surgical process model and to distinguish the ones due to patient's anatomical particularities from the ones due to intra-operative events. In order to accomplish this, we use a combination of dynamic time warping and a hidden Markov model methods. Finally, we tried to identify patterns to explain and predict the appearance of intra-operative adverse events. \\ |
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====== Publications ====== | ====== Publications ====== |