Deep Reinforcement Learning for the Navigation of Neurovascular Catheters

Endovascular catheters are necessary for state-ofthe- art treatments of life-threatening and time-critical diseases like strokes and heart attacks. Navigating them through the vascular tree is a highly challenging task. We present our preliminary results for the autonomous control of a guidewire thr...

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Bibliographic Details
Main Authors: Behr Tobias, Pusch Tim Philipp, Siegfarth Marius, Hüsener Dominik, Mörschel Tobias, Karstensen Lennart
Format: Article
Language:English
Published: De Gruyter 2019-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
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Online Access:https://doi.org/10.1515/cdbme-2019-0002