Qi Shen

17 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-Modal Explicit Invariance Coordinated Dual Constraint Reconstruction for Heterogeneous Incomplete Multimodal Sentiment Analysis.
IEEE Trans. Multim.
Qi Shen, Junchang Xin, Bing Tian Dai, Zhihong Huang, Zhiqiong Wang
2026 J jnl
Curvature-aware selective feature interaction network for skin lesion segmentation.
Neural Networks
Shudi Zhang, Junchang Xin, Qi Shen, Na Su, Zhihong Huang, Zhiqiong Wang
2026 J jnl
Skin lesion segmentation via feature interaction fusion network.
Eng. Appl. Artif. Intell.
Junchang Xin, Na Su, Shudi Zhang, Qi Shen, Feng Zhou, Zhiqiong Wang
2025 J jnl
Automatic medical report generation based on deep learning: A state of the art survey.
Comput. Medical Imaging Graph.
Xinyao Liu, Junchang Xin, Qi Shen, Zhihong Huang, Zhiqiong Wang
2025 J jnl
BCT-Net: semantic-guided breast cancer segmentation on BUS.
Medical Biol. Eng. Comput.
Junchang Xin, Yaqi Yu, Qi Shen, Shudi Zhang, Na Su, Zhiqiong Wang
2025 A* conf
ElaSleepNet: Exploring an Elastic Multimodal Neural Network for Sleep Staging via Temporal and Contextual Consistency Learning.
ACM Multimedia
Qi Shen, Junchang Xin, Bing Tian Dai, Shudi Zhang, Xinyao Liu, Zhiqiong Wang
2025 J jnl
End-to-End Clustering Enhanced Contrastive Learning for Radiology Reports Generation.
IEEE Trans. Emerg. Top. Comput. Intell.
Xinyao Liu, Junchang Xin, Qi Shen, Chuangang Li, Zhihong Huang, Zhiqiong Wang
2025 J jnl
Label correlated contrastive learning for medical report generation.
Comput. Methods Programs Biomed.
Xinyao Liu, Junchang Xin, Bingtian Dai, Qi Shen, Zhihong Huang, Zhiqiong Wang
2025 — conf
Mg-Mcc: Metadata-Guided Skin Lesion Classification Via Multimodal Consistency Constraints.
BIBM
Shudi Zhang, Junchang Xin, Qi Shen, Zhihong Huang, Xinyao Liu, Zhiqiong Wang
2025 J jnl
Multi-task self-supervised learning framework via contrastive restoration for sleep apnea syndrome detection using single-lead ECG.
Biomed. Signal Process. Control.
Qi Shen, Guanzheng Liu, Zhiqiong Wang, Xinyao Liu, Junchang Xin
2025 J jnl
Soft label-guided transformer for radiology report generation.
J. Biomed. Informatics
Xinyao Liu, Junchang Xin, Qi Shen, Zhihong Huang, Zhiqiong Wang
2024 A* conf
Multi-scale Context-Aware Networks Based on Fragment Association for Human Activity Recognition.
IJCAI
Zhiqiong Wang, Hanyu Liu, Boyang Zhao, Qi Shen, Mingzhe Li, Ningfeng Que, Mingke Yan, Junchang Xin
2024 A* conf
Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination.
NeurIPS
Qi Shen, Junchang Xin, Bing Tian Dai, Shudi Zhang, Zhiqiong Wang
2023 J jnl
LGSleepNet: An Automatic Sleep Staging Model Based on Local and Global Representation Learning.
IEEE Trans. Instrum. Meas.
Qi Shen, Junchang Xin, Xinyao Liu, Zhongyang Wang, Chuangang Li, Zhihong Huang, Zhiqiong Wang
2022 J jnl
Multi-scale residual based siamese neural network for writer-independent online signature verification.
Appl. Intell.
Qi Shen, Fangjun Luan, Shuai Yuan
2022 J jnl
Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography.
IEEE Internet Things J.
Qi Shen, Xin Yang, Lang Zou, Keming Wei, Changhong Wang, Guanzheng Liu
2021 J jnl
Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal.
IEEE Trans. Instrum. Meas.
Qi Shen, Hengji Qin, Keming Wei, Guanzheng Liu