Evaluation of the potential of multi-modal sensors for respiratory motion prediction and correlation

Type of publication:  Artikel in einem Konferenzbericht
Buchtitel: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 13)
Jahr: 2013
Monat: Juli
Seiten: 5678 - 5681
Ort: Osaka, Japan
Notiz: Motion Compensation in Radiosurgery
DOI: 10.1109/EMBC.2013.6610839
Abriss: In modern robotic radiotherapy, precise radiation of moving tumors is possible by tracking external optical surrogates. The surrogates are used to compensate for time delays and to predict internal landmarks using a correlation model. The correlation depends significantly on the surrogate position and breathing characteristics of the patient. In this context, we aim to increase the accuracy and robustness of prediction and correlation models by using a multi-modal sensor setup. Here, we evaluate the correlation coefficient of a strain belt, an acceleration and temperature sensor (air flow) with respect to external optical sensors and one internal landmark in the liver, measured by 3D ultrasound. The focus of this study is the influence of breathing artefacts, like coughing and harrumphing. Evaluating seven subjects, we found a strong decrease of the correlation for all modalities in case of artefacts. The results indicate that no precise motion compensation during these times is possible. Overall, we found that apart from the optical markers, the strain belt and temperature sensor data show the best correlation to external and internal motion.
Schlagworte:
Autoren: Dürichen, Robert
Davenport, Lucas
Bruder, Ralf
Wissel, Tobias
Ernst, Floris
Schweikard, Achim
Anhänge
  • 2013 - EMBC - Dürichen - Evalu...
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