Research
Experience
† are equal contributions,* are corresponding authors.
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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).
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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.
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School of Computer Science and Engineering, Tianjin University of
Technology(TJUT)
2021.08 - Present
Undergraduate Student
GPA: 91.39
major: Computer Science and Technology
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Scholarship
- 2022-2024: Tianjin University of Technology People's Scholarship
- 2021: Tianjin University of Technology Freshman Scholarship
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