2026 Vol. 45, No. 2     Published: 20 April 2026         Expert Consensus 129 Expert Consensus on Olfactory Neural Prosthesis Technology for Reconstruction of Olfactory Perception Expert Group of Biomedical Measurement Branch, Chinese Society of Biomedical Engineering; Biomedical Sensing Technology Branch, Chinese Society of Biomedical Engineering; Chemical Perception Branch, Chinese Society for Cognitive Science DOI: 10.3969/j.issn.0258-8021.2026.02.001 2026 Vol. 45 (2): 129-140 [Abstract] ( 51 ) HTML (1 KB)  PDF (2072 KB)  ( 46 )         Regular Papers 141 Mamba Dual-Branch Medical Image Fusion Model Based on Channel Attention Mechanism and Multi-Scale Rotational Convolution Kong Weiwei, Han Yinbo, Lei Yang, Wang Yuchen, Zhou Haochen DOI: 10.3969/j.issn.0258-8021.2026.02.002 2026 Vol. 45 (2): 141-153 [Abstract] ( 64 ) HTML (1 KB)  PDF (8908 KB)  ( 25 ) 154 GLCFormer: A Breast Cancer TMB Prediction Model Based on Digital Pathological Images Zhang Xiaoyan, Liu Yan, Zhao Zheng, Meng Xiangfu, Li Shuai DOI: 10.3969/j.issn.0258-8021.2026.02.003 2026 Vol. 45 (2): 154-166 [Abstract] ( 42 ) HTML (1 KB)  PDF (6948 KB)  ( 10 ) 167 Recognition of Esophageal Cancer and Precancerous Lesions Based on CNN and ViT Complementary Learning Network Chen Tuo, Lin Zhigang, Chen Hong, Wu Nengguang, Gao Yang DOI: 10.3969/j.issn.0258-8021.2026.02.004 2026 Vol. 45 (2): 167-177 [Abstract] ( 40 ) HTML (1 KB)  PDF (3531 KB)  ( 27 ) 178 ECSA-EEGNet: A Lightweight EEG Decoding Model with Efficient Channel-SpatialAttention and Multi-Scale Fusion Yang Yabing, Dong Zheng, Bao Xueliang, Zhang Peng DOI: 10.3969/j.issn.0258-8021.2026.02.005 2026 Vol. 45 (2): 178-187 [Abstract] ( 28 ) HTML (1 KB)  PDF (4932 KB)  ( 17 ) 188 A Four-Channel Heart-Sound Acquisition and Denoising System Based on ECG-Scale andPneumatic Control Jiang Houqi, Zhang Chi, She Jin, Li Deyu DOI: 10.3969/j.issn.0258-8021.2026.02.006 2026 Vol. 45 (2): 188-198 [Abstract] ( 30 ) HTML (1 KB)  PDF (7481 KB)  ( 13 ) 199 Motor Imagery Decoding Based on Spectral Attention Chen Xuejun, Chen Hongda, Zhang Chenhua, Chen Weijie DOI: 10.3969/j.issn.0258-8021.2026.02.007 2026 Vol. 45 (2): 199-210 [Abstract] ( 65 ) HTML (1 KB)  PDF (5153 KB)  ( 15 ) 211 Friction-Based Self-Powered Sensing Technology for Intelligent Monitoring of Sleep Breathing Cao Yixin, Liu Bing, Yu Yutong, Zhu Heyao, Yi Huansheng, Lu Guohua, Xu canhua, Qi fugui DOI: 10.3969/j.issn.0258-8021.2026.02.008 2026 Vol. 45 (2): 211-219 [Abstract] ( 41 ) HTML (1 KB)  PDF (5115 KB)  ( 14 )         Reviews 220 Research Progress of Machine Learning in Sports Injuries Yu Jun, Wu Chengliang, Tang Jia, Zhang Yugui DOI: 10.3969/j.issn.0258-8021.2026.00.000 2026 Vol. 45 (2): 220-232 [Abstract] ( 50 ) HTML (1 KB)  PDF (932 KB)  ( 15 ) 233 Research Progress in Virus Detection Based on Nanopore Sensors Wu Lingzhi, Qi Ke, Zhang Xuanhao, Tang Lihua DOI: 10.3969/j.issn.0258-8021.2026.02.010 2026 Vol. 45 (2): 233-242 [Abstract] ( 30 ) HTML (1 KB)  PDF (4771 KB)  ( 34 ) 243 The Research Progress of Multi-source Photosensitizers for Tumor Therapy Huang Yuzi, Wang Wei, Li Yan, Zhang Yuting, Geng Peng, Lan Haichuang, Huang Wenquan, Xiao Shuzhang DOI: 10.3969/j.issn.0258-8021.2026.02.011 2026 Vol. 45 (2): 243-251 [Abstract] ( 36 ) HTML (1 KB)  PDF (1279 KB)  ( 25 )         Communications 252 Experimental Study on Optimal Metabolic Energy Consumption of Human Body and EfficientPower-Assist Walking Indicators of Exoskeletons Liu Qiming, Wang Shan, Li Tao, Guo Shijie DOI: 10.3969/j.issn.0258-8021.2026.02.012 2026 Vol. 45 (2): 252-256 [Abstract] ( 30 ) HTML (1 KB)  PDF (5991 KB)  ( 11 )