Qing Pan

A novel data augmentation method to enhance deep neural networks for detection of atrial fibrillation

Ping Cao, Xinyi Li, Kedong Mao et al. · Biomedical Signal Processing and Control · 2019 · 135 citations

Data Augmentation, Deep Neural Networks, Engineering +10

Adjusted weight voting algorithm for random forests in handling missing values

Jing Xia, Shengyu Zhang, Guolong Cai et al. · Pattern Recognition · 2017 · 120 citations

Weight Voting Algorithm, Engineering, Machine Learning +6

Detection of patient-ventilator asynchrony from mechanical ventilation waveforms using a two-layer long short-term memory neural network

Lingwei Zhang, Kedong Mao, Kailiang Duan et al. · Computers in Biology and Medicine · 2020 · 77 citations

Patient-ventilator Asynchrony, Recurrent Neural Network, Neural Networks (Machine Learning) +8

Deep learning-based clustering robustly identified two classes of sepsis with both prognostic and predictive values

Zhongheng Zhang, Qing Pan, Huiqing Ge et al. · EBioMedicine · 2020 · 75 citations · Full text

The Impact of Physical Activity on the Prevention of Type 2 Diabetes: Evidence and Lessons Learned From the Diabetes Prevention Program, a Long-Standing Clinical Trial Incorporating Subjective and Objective Activity Measures

Andrea M. Kriska, Bonny Rockette‐Wagner, Sharon L. Edelstein et al. · Diabetes Care · 2020 · 66 citations · Full text