539 citations · 764 across the 8 of their papers we have counts for
8 papers
Online Adaptation for Myographic Control of Natural Dexterous Hand and Finger Movements
Joseph L. Betthauser, Rebecca Greene, Ananya Dhawan +7
One of the most elusive goals in myographic prosthesis control is the ability to reliably decode continuous positions simultaneously across multiple degrees-of-freedom. Goal: To de…
Clinical Risk Prediction Using Language Models: Benefits And Considerations
Angeela Acharya, Sulabh Shrestha, Anyi Chen +5
The utilization of Electronic Health Records (EHRs) for clinical risk prediction is on the rise. However, strict privacy regulations limit access to comprehensive health records, m…
A Sonomyography-based Muscle Computer Interface for Individuals with Spinal Cord Injury
Manikandan Shenbagam, Anne Tryphosa Kamatham, Priyanka Vijay +5
Impairment of hand functions in individuals with spinal cord injury (SCI) severely disrupts activities of daily living. Recent advances have enabled rehabilitation assisted by robo…
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources
Angeela Acharya, Siddhartha Sikdar, Sanmay Das +1
Individual-level data (microdata) that characterizes a population, is essential for studying many real-world problems. However, acquiring such data is not straightforward due to co…
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning
Steven Guan, Amir A. Khan, Siddhartha Sikdar +1
Photoacoustic tomography (PAT) is a nonionizing imaging modality capable of acquiring high contrast and resolution images of optical absorption at depths greater than traditional o…
Sparsity Analysis of a Sonomyographic Muscle-Computer Interface
Nima Akhlaghi, Ananya Dhawan, Amir A. Khan +3
Objective: The objectives of this paper are to determine the optimal location for ultrasound transducer placement on the anterior forearm for imaging maximum muscle deformations du…
Proprioceptive Sonomyographic Control: A novel method of intuitive proportional control of multiple degrees of freedom for upper-extremity amputees
Ananya S. Dhawan, Biswarup Mukherjee, Shriniwas Patwardhan +6
Technological advances in multi-articulated prosthetic hands have outpaced the methods available to amputees to intuitively control these devices. Amputees often cite difficulty of…
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal
Steven Guan, Amir Khan, Siddhartha Sikdar +1
Photoacoustic imaging is an emerging imaging modality that is based upon the photoacoustic effect. In photoacoustic tomography (PAT), the induced acoustic pressure waves are measur…