wenhui0206
I am a phd student in EE. My research interests lie in applying novel machine learning methods to medical applications
University of Southern CaliforniaLos Angeles
Pinned Repositories
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
EE538
EE541-Final-Project
EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
MeanTeacher-DeepMedic
Implementation of the Mean Teacher method for brain lesion segmentation based on DeepMedic, from paper published in IPMI 2019
NeuroGPT
Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"
Robust-TransBTS
Performing semi-supervised learning for brain lesion segmentation by introducing a robust loss
StuctSeg-Challenge-2019
Word2Vec
对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。
wenhui0206's Repositories
wenhui0206/NeuroGPT
Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"
wenhui0206/EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
wenhui0206/Robust-TransBTS
Performing semi-supervised learning for brain lesion segmentation by introducing a robust loss
wenhui0206/cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
wenhui0206/Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
wenhui0206/EE538
wenhui0206/EE541-Final-Project
wenhui0206/MeanTeacher-DeepMedic
Implementation of the Mean Teacher method for brain lesion segmentation based on DeepMedic, from paper published in IPMI 2019
wenhui0206/StuctSeg-Challenge-2019
wenhui0206/Word2Vec
对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。