Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal. - Qi Shen 002; Hengji Qin; Keming Wei; Guanzheng Liu (IEEE Trans. Instrum. Meas., 2021)

Multi-scale residual based siamese neural network for writer-independent online signature verification. - Qi Shen 002; Fangjun Luan; Shuai Yuan (Appl. Intell., 2022)

Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography. - Qi Shen 002; Xin Yang; Lang Zou; Keming Wei; Changhong Wang; Guanzheng Liu (IEEE Internet Things J., 2022)

LGSleepNet: An Automatic Sleep Staging Model Based on Local and Global Representation Learning. - Qi Shen 002; Junchang Xin; Xinyao Liu; Zhongyang Wang; Chuangang Li; Zhihong Huang; Zhiqiong Wang (IEEE Trans. Instrum. Meas., 2023)

Multi-scale Context-Aware Networks Based on Fragment Association for Human Activity Recognition. - Zhiqiong Wang; Hanyu Liu; Boyang Zhao; Qi Shen 002; Mingzhe Li; Ningfeng Que; Mingke Yan; Junchang Xin (IJCAI, 2024)

Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination. - Qi Shen 002; Junchang Xin; Bing Tian Dai; Shudi Zhang; Zhiqiong Wang (NeurIPS, 2024)

Multi-task self-supervised learning framework via contrastive restoration for sleep apnea syndrome detection using single-lead ECG. - Qi Shen 002; Guanzheng Liu; Zhiqiong Wang; Xinyao Liu; Junchang Xin (Biomed. Signal Process. Control., 2025)

Automatic medical report generation based on deep learning: A state of the art survey. - Xinyao Liu; Junchang Xin; Qi Shen 002; Zhihong Huang; Zhiqiong Wang (Comput. Medical Imaging Graph., 2025)

Label correlated contrastive learning for medical report generation. - Xinyao Liu; Junchang Xin; Bingtian Dai; Qi Shen 002; Zhihong Huang; Zhiqiong Wang (Comput. Methods Programs Biomed., 2025)

End-to-End Clustering Enhanced Contrastive Learning for Radiology Reports Generation. - Xinyao Liu; Junchang Xin; Qi Shen 002; Chuangang Li; Zhihong Huang; Zhiqiong Wang (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

BCT-Net: semantic-guided breast cancer segmentation on BUS. - Junchang Xin; Yaqi Yu; Qi Shen 002; Shudi Zhang; Na Su; Zhiqiong Wang (Medical Biol. Eng. Comput., 2025)