activity
20182024
most citedA Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound

116 citations · 185 across the 8 of their papers we have counts for

collaborators

9 papers

cs.CV2024

Dynamic Reconstruction of Hand-Object Interaction with Distributed Force-aware Contact Representation

Zhenjun Yu, Wenqiang Xu, Pengfei Xie +4

We present ViTaM-D, a novel visual-tactile framework for reconstructing dynamic hand-object interaction with distributed tactile sensing to enhance contact modeling. Existing metho…

physics.med-ph2022★ 9 cited

Constitutive parameter identification of transtibial residual limb soft tissue using ultrasound indentation and shear wave elastography

Bryan J. Ranger, Kevin M. Moerman, Brian W. Anthony +1

Finite element analysis (FEA) can be used to evaluate applied interface pressures and internal tissue strains for computational prosthetic socket design. This type of framework req…

physics.med-ph2020★ 1 cited

Integrated Optofluidic Sensor for Coagulation Risk Monitoring in COVID-19 Patients at Point-of-Care

Robin Singh, Alex Benjamin Galit Frydman, Lionel Kimerling +2

While the pathophysiology underlying the COVID-19 infection remains incompletely understood, there is growing evidence to indicate that it is closely correlated to hypercoagulation…

physics.app-ph2020★ 54 cited

Mapping the Design Space of Photonic Topological States via Deep Learning

Robin Singh, Anuradha Murthy Agarwal, Brian W Anthony

Topological states in photonics offer novel prospects for guiding and manipulating photons and facilitate the development of modern optical components for a variety of applications…

physics.app-ph2019★ 3 cited

Inverse Design of Photonic Metasurface Gratings for Beam Collimation in Opto-fluidic Sensing

Robin Singh, Yuqi Nie, Anuradha Murthy Agarwal +1

Metasurfaces provide the disruptive technology enabling miniaturization of complex cascades of optical elements on a plane. We leverage the benefits of such a surface to develop a…

physics.med-ph2019

Detecting muscle activation using ultrasound speed of sound inversion with deep learning

Micha Feigin, Manuel Zwecker, Daniel Freedman +1

Functional muscle imaging is essential for diagnostics of a multitude of musculoskeletal afflictions such as degenerative muscle diseases, muscle injuries, muscle atrophy, and neur…