578 citations · 1.2k across the 72 of their papers we have counts for
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Automated Objective Surgical Skill Assessment in the Operating Room Using Unstructured Tool Motion
Piyush Poddar, Narges Ahmidi, S. Swaroop Vedula +3
Previous work on surgical skill assessment using intraoperative tool motion in the operating room (OR) has focused on highly-structured surgical tasks such as cholecystectomy. Furt…
An Automated Images-to-Graphs Framework for High Resolution Connectomics
William Gray Roncal, Dean M. Kleissas, Joshua T. Vogelstein +8
Reconstructing a map of neuronal connectivity is a critical challenge in contemporary neuroscience. Recent advances in high-throughput serial section electron microscopy (EM) have…
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition
Xiang Xiang, Minh Dao, Gregory D. Hager +1
In this paper, we design a Collaborative-Hierarchical Sparse and Low-Rank (C-HiSLR) model that is natural for recognizing human emotion in visual data. Previous attempts require ex…
VESICLE: Volumetric Evaluation of Synaptic Interfaces using Computer vision at Large Scale
William Gray Roncal, Michael Pekala, Verena Kaynig-Fittkau +7
An open challenge problem at the forefront of modern neuroscience is to obtain a comprehensive mapping of the neural pathways that underlie human brain function; an enhanced unders…