1 code implementation • 13 Jun 2022 • Pengxin Yu, Haoyue Zhang, Han Kang, Wen Tang, Corey W. Arnold, Rongguo Zhang
In clinical practice, anisotropic volumetric medical images with low through-plane resolution are commonly used due to short acquisition time and lower storage cost.
1 code implementation • 13 Jun 2022 • Wen Tang, Han Kang, Haoyue Zhang, Pengxin Yu, Corey W. Arnold, Rongguo Zhang
Previous methods typically lack the integration of local and global information.
1 code implementation • 13 Jun 2022 • Wen Tang, Haoyue Zhang, Pengxin Yu, Han Kang, Rongguo Zhang
Several deep learning-based methods are proposed for the OS time prediction on multi-modal MRI problems.
no code implementations • 5 Nov 2020 • Haoyue Zhang, Jennifer S Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W Arnold
We apply this approach to both 2D and 3D CNN architectures with our top model achieving an ROC-AUC value of 0. 74, with a sensitivity of 0. 70 and a specificity of 0. 81 for classifying TSS < 4. 5 hours.
no code implementations • 8 Feb 2023 • Haoyue Zhang, Jennifer S. Polson, Eric J. Yang, Kambiz Nael, William Speier, Corey W. Arnold
This is a promising result that supports future applications of deep learning on CT and CTA for the identification of eligible AIS patients for MTB.
no code implementations • 17 Aug 2023 • Dongyang Yu, Haoyue Zhang, Ruisheng Zhao, Guoqi Chen, Wangpeng An, Yanhong Yang
It aims to maintain real-time performance while improving the accuracy of human posture estimation for mobile devices.