Validate contact perception in heterogeneous tissue
Establish whether the B-mode ultrasound contact-detection and contact-localization framework remains reliable in heterogeneous tissue with variations in tissue contrast, acoustic shadowing, deformation, and imaging parameters.
References
Performance in heterogeneous tissue remains unverified: variations in tissue contrast, acoustic shadowing, deformation, and imaging parameters may affect both the contact-detection threshold and the estimated contact location.
— Contact-Aware Impedance Controller for Robot-Assisted Ultrasound Imaging
(2609.34400 - Arefin et al., 28 Sep 2026) in Section Discussion, paragraph beginning “The current validation has several limitations.”