Paper Accepted by npj Systems Biology
Our paper "Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series" has been accepted by npj systems biology and applications!
Graduate student specializing in Deep Learning, and Medical AI. Currently pursuing M.S. at Xidian University, with research experience at Peking University.
Recent updates and achievements
Our paper "Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series" has been accepted by npj systems biology and applications!
† Equal contributions, * Corresponding authors
Novel deep learning approach for COPD detection and early prediction (1-5+ years) using spirometry data, achieving significant improvements in early diagnosis accuracy with state-of-the-art performance.
Transformer-based approach for low-light video enhancement with improved temporal consistency, reducing flickering artifacts in video sequences through cross-modal attention mechanisms.
Academic journey and research positions
Supervisor: Dr. Jinhao Sun
Supervisor: Dr. Shenda Hong
Major: Computer Science and Technology
Supervisor: Dr. Yuxi Zhou
Scholarships, competitions, and recognitions
Tianjin University of Technology • 2025
Highest honor for undergraduate students in China (Top 0.2%)