[92943] |
Title: Force Estimation from OCT Volumes using 3D CNNs. |
Written by: N. Gessert and J. Beringhoff and C. Otte and A. Schlaefer |
in: <em>Int J Comput Assist Radiol Surg</em>. July (2018). |
Volume: <strong>13</strong>. Number: (7), |
on pages: 1073–1082 |
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DOI: 10.1007%2Fs11548-018-1777-8 |
URL: https://arxiv.org/abs/1804.10002 |
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Abstract: Estimating the interaction forces of instruments and tissue is of interest, particularly to provide haptic feedback during robot-assisted minimally invasive interventions. Different approaches based on external and integrated force sensors have been proposed. These are hampered by friction, sensor size, and sterilizability. We investigate a novel approach to estimate the force vector directly from optical coherence tomography image volumes