Shuhao Mei | 梅书豪

meishuhao0510@gmail.com   github.com/yudaleng    

University senior student from the School of Computer Science and Engineering, Tianjin University of Technology. Co-advised by Yuxi Zhou, PhD and Shenda Hong, PhD.

Github

Competition

Research Experience


† are equal contributions,* are corresponding authors.
Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series
Advisors: Dr. Yuxi Zhou (Dept, Tsinghua University and Tianjin University of Technology) and Dr. Shenda Hong (Dept, Peking University)

Shuhao Mei†, Xin Li†, Yuxi Zhou*, Jiahao Xu, Yong Zhang*, Yuxuan Wan, Shan Cao, Qinghao Zhao, Shijia Geng, Junqing Xie, Shengyong Chen, Shenda Hong*
npj systems biology and applications
arXiv / code

Use of spirometry for COPD detection and early prediction (1 to 5 years or more into the future).

DSFormer: Leveraging Transformer with Cross-Modal Attention for Temporal Consistency in Low-Light Video Enhancement
Advisors: Prof. Fan Shi (Dept, Tianjin University of Technology) and Dr. Meng Zhao (Dept, Tianjin University of Technology)

JiaHao Xu, Shuhao Mei, ZiZheng Chen, DanNi Zhang, Fan Shi, Meng Zhao,
ICIC, 2024   (Oral)
Paper

Enhancement of low-light images and videos, optimization of flickering caused by time inconsistencies.

Enhancing Early Diagnosis of Parkinson's Disease Using Respiratory Signals via Deep Transfer Learning from Polysomnography Signals
Advisors: Dr. Yuxi Zhou (Dept, Tsinghua University and Tianjin University of Technology) and Dr. Shenda Hong (Dept, Peking University)

Shuhao Mei, Chenzhe Jin, Yaomin Wang, Yuxi Zhou*, Shenda Hong*
unsubmitted manuscript  

Addresses cheap data and low Parkinson's detection accuracy, plus can be deployed on lower performance devices.

Education

School of Computer Science and Engineering, Tianjin University of Technology(TJUT)
2021.08 - Present
Undergraduate Student
GPA: 91.39
major: Computer Science and Technology

Scholarship

  • 2022-2024: Tianjin University of Technology People's Scholarship
  • 2021: Tianjin University of Technology Freshman Scholarship

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