Justin W. Ady

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Robust Classification

Ultrasound Images

Convolutional Neural Networks

Top Venues

Publications

Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. ICHI (2023)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. CoRR (2023)
Yunzhe Xue, Andrew Hu, Rohit Muralidhar, Justin W. Ady, Advaith Bongu, Usman Roshan
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback. BIBM (2023)
Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM (2020)
Meiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan
Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network. BIBM (2020)
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images. ICMLA (2020)
Meiyan Xie, Yunzhu Li, Yunzhe Xue, Randy Shafritz, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan
Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks. BIBM (2019)