no code implementations • 28 Apr 2023 • Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez
Magnetic resonance imaging (MRI) is widely employed for diagnostic tests in neurology.
1 code implementation • 5 Oct 2022 • Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez
Magnetic resonance imaging (MRI) is one of the most commonly applied tests in neurology and neurosurgery.
no code implementations • 9 Jun 2020 • Orhan Akal, Zhigang Peng, Gerardo Hermosillo Valadez
In order to maintain precision at the boundary and prevent sparse outliers and leakage, we designed ComboNet.
1 code implementation • 13 Jun 2019 • Shixiang Zhu, Shuang Li, Zhigang Peng, Yao Xie
We present a novel Neural Embedding Spatio-Temporal (NEST) point process model for spatio-temporal discrete event data and develop an efficient imitation learning (a type of reinforcement learning) based approach for model fitting.
no code implementations • 18 Jan 2019 • Lijun Zhu, Zhigang Peng, James McClellan, Chenyu Li, Dongdong Yao, Zefeng Li, Lihua Fang
In this paper, we present a CNN-based Phase- Identification Classifier (CPIC) designed for phase detection and picking on small to medium sized training datasets.
1 code implementation • 7 Feb 2017 • Lijun Zhu, Lindsay Chuang, James H. McClellan, Entao Liu, Zhigang Peng
In the presence of background noise, arrival times picked from a surface microseismic data set usually include a number of false picks that can lead to uncertainty in location estimation.