2024 Vol. 43, No. 4     Published: 20 August 2024 0 CONTENTS 2024 Vol. 43 (4): 0-0 [Abstract] ( 43 ) HTML (1 KB)  PDF (251 KB)  ( 34 )         Regular Papers 385 Real-Time Target Detection of Abnormal Regions in Gastrointestinal Endoscopy Based on GE-YOLO Fan Shanhui, Lai Jintao, Wei Shangguang, Wei Kaihua, Fan Yihong, Lv Bin, Li Lihua DOI: 10.3969/j.issn.0258-8021.2024.04.001 2024 Vol. 43 (4): 385-398 [Abstract] ( 142 ) HTML (1 KB)  PDF (16639 KB)  ( 61 ) 399 MI-EEG Classification Based on Ensemble Tensor Domain Adaptation Gao Yunyuan, Xue Yunfeng, Zhang Congrui, Gao Jan DOI: 10.3969/j.issn.0258-8021.2024.04.002 2024 Vol. 43 (4): 399-407 [Abstract] ( 118 ) HTML (1 KB)  PDF (3470 KB)  ( 71 ) 408 Active Iterative Optimization of Leukocyte Image Classification Model with Fused Attention Jiang Shuying, Li Zhiming, Mo Xian, Sun Ang, Zhang Junran DOI: 10.3969/j.issn.0258-8021.2024.04.003 2024 Vol. 43 (4): 408-418 [Abstract] ( 85 ) HTML (1 KB)  PDF (5100 KB)  ( 107 ) 419 Improved Residual Network Classification of Breast Cancer Pathological Images Based on Multi-Scale Feature Fusion Zhuang Jianjun, Wu Xiaohui, Jing Shenghua, Meng Dongdong DOI: 10.3969/j.issn.0258-8021.2024.04.004 2024 Vol. 43 (4): 419-428 [Abstract] ( 90 ) HTML (1 KB)  PDF (3179 KB)  ( 99 ) 429 Research on Chest CT Image Classification Method Combining Attention Mechanism and Lightweight Convolutional Neural Network Wang Wei, Xu Yuyan, Wang Xin, Huang Wendi, Yuan Ping DOI: 10.3969/j.issn.0258-8021.2024.04.005 2024 Vol. 43 (4): 429-437 [Abstract] ( 94 ) HTML (1 KB)  PDF (4184 KB)  ( 92 ) 438 Stripe Pooling and Vessel-Constraint Network for Fundus Image Artery/Vein Classification Xiao Zhitao, Peng Xinwen, Liu Yanbei, Geng Lei, Zhang Fang, Wang Wen DOI: 10.3969/j.issn.0258-8021.2024.04.006 2024 Vol. 43 (4): 438-446 [Abstract] ( 60 ) HTML (1 KB)  PDF (4744 KB)  ( 34 ) 447 Atrial Fibrillation Detection and ECG Heartbeat Classification Algorithm Based on Inception Module and CNN-BiLSTM Zhang Yao, Liu Yanjun, Liu Lei DOI: 10.3969/j.issn.0258-8021.2024.04.007 2024 Vol. 43 (4): 447-454 [Abstract] ( 63 ) HTML (1 KB)  PDF (1043 KB)  ( 37 ) 455 Design of Intelligent Neuronavigation Surgical Robot System Based on Compliance Control Wang Jie, Chen Xinrong, Song Zhijian DOI: 10.3969/j.issn.0258-8021.2024.04.008 2024 Vol. 43 (4): 455-466 [Abstract] ( 77 ) HTML (1 KB)  PDF (12177 KB)  ( 33 )         Reviews 467 Research Progress on Transformer-Based Deep Learning Models for Medical Image Segmentation Zhou Lazhen, Chen Hongchi, Li Qiuxia, Li Fangzuo DOI: 10.3969/j.issn.0258-8021.2024.04.009 2024 Vol. 43 (4): 467-476 [Abstract] ( 194 ) HTML (1 KB)  PDF (1000 KB)  ( 386 ) 477 Mechanisms and Research Progress of Low-Intensity Ultrasound in Drug Delivery Zhu Wenwu, Yang Hui, Hu Kai, Yan Guofei, Wang Fan DOI: 10.3969/j.issn.0258-8021.2024.04.010 2024 Vol. 43 (4): 477-488 [Abstract] ( 89 ) HTML (1 KB)  PDF (883 KB)  ( 103 ) 489 Research Progress in Brain Magnetic Source Localization Reconstruction Algorithm Yang Yanling, Yao Xufeng, Luo Shichang, Shi Cheng, Gao Xiumin, Wu Tao DOI: 10.3969/j.issn.0258-8021.2024.04.011 2024 Vol. 43 (4): 489-498 [Abstract] ( 59 ) HTML (1 KB)  PDF (3372 KB)  ( 70 ) 499 Application of Near-Infrared Fluorescence Photothermal Nanoparticles in Photothermal Therapy of Cervical Cancer Zhu Lijun, Xiong Jiabao, Du Zhong, Ma Rong, Zhang Xueliang, Nuernisha Alifu DOI: 10.3969/j.issn.0258-8021.2024.04.012 2024 Vol. 43 (4): 499-507 [Abstract] ( 68 ) HTML (1 KB)  PDF (1255 KB)  ( 56 )         Communications 508 Research on Fatigue Process Estimation of Muscle Tissue Based on Ultrasonic Radiofrequency Nakagami Model Ran Jianqing, Lv Qian, Zhang Xueqing, Gao Jie, Guo Jianzhong DOI: 10.3969/j.issn.0258-8021.2024.04.013 2024 Vol. 43 (4): 508-512 [Abstract] ( 67 ) HTML (1 KB)  PDF (1251 KB)  ( 25 )