Wenbin Lei

According to our database, Wenbin Lei authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multimodal Medical Endoscopic Image Analysis via Progressive Disentangle-aware Contrastive Learning.

Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang

CoRR, August, 2025

2024

LoCo: Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation.

Lingcong Cai, Yun Li, Xiaomao Fan, Kaixuan Song, Yongcheng Li, Yixuan Yuan, Ruxin Wang, Wenbin Lei

CoRR, 2024

SAM-Swin: SAM-Driven Dual-Swin Transformers with Adaptive Lesion Enhancement for Laryngo-Pharyngeal Tumor Detection.

Jia Wei, Yun Li, Xiaomao Fan, Wenjun Ma, Meiyu Qiu, Hongyu Chen, Wenbin Lei

CoRR, 2024

A bimodal feature fusion convolutional neural network for detecting obstructive sleep apnea/hypopnea from nasal airflow and oximetry signals.

Dandan Peng, Huijun Yue, Wenjun Tan, Wenbin Lei, Guozhu Chen, Wen Shi, Yanchun Zhang

Artif. Intell. Medicine, 2024

3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos.

Meiyu Qiu, Yun Li, Wenjun Huang, Haoyun Zhang, Weiping Zheng, Xiaomao Fan, Wenbin Lei

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection.

Jia Wei, Yun Li, Meiyu Qiu, Hongyu Chen, Xiaomao Fan, Wenbin Lei

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation.

Xiao Song, Jiafan Liu, Yan Liu, Yun Li, Wenbin Lei, Ruxin Wang

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

RAFNet: Restricted attention fusion network for sleep apnea detection.

Ying Chen, Huijun Yue, Ruifeng Zou, Wenbin Lei, Wenjun Ma, Xiaomao Fan

Neural Networks, May, 2023

Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation.

Xiao Song, Jiafan Liu, Yun Li, Wenbin Lei, Ruxin Wang

CoRR, 2023

A Dual-Scale Convolutional Neural Network for Sleep Apnea Detection with Time-Delayed SpO2 Signals.

Ruifeng Zou, Huijun Yue, Wenbin Lei, Xiaomao Fan, Wenjun Ma, Pan Li, Ye Li

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

A novel approach to diagnose sleep apnea using enhanced frequency extraction network.

Yitao Wu, Xiongwen Pang, Gansen Zhao, Huijun Yue, Wenbin Lei, Yongquan Wang

Comput. Methods Programs Biomed., 2021

EEG-based Major Depressive Disorder Detection Using Data Mining Techniques.

Danqi Hong, Xingxian Huang, Yingshan Shen, Haibo Yu, Xiaomao Fan, Gansen Zhao, Wenbin Lei, Haoyu Luo

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea.

Qiren Chen, Huijun Yue, Xiongwen Pang, Wenbin Lei, Gansen Zhao, Enhong Liao, Yongquan Wang

Proceedings of the Neural Computing for Advanced Applications, 2020