2025, Vol.42, 4
   
Medical radiation physics
[421-428] Convolutional neural network based dose prediction method for intensity-modulatedradiotherapy of cervical cancer
[ WU Xiaojuan1, 2, ZHANG Yibao3, REN Hongru1, MENG Lingjun2 ]
2025 4 [Abstract](9) [PDF:2700KB] (9)[]
[429-434] Dosimetric comparison of tomotherapy, static IMRT and VMAT techniques in radiotherapy forcervical cancer
[GOU Liangqian, WU Shuyu, LIAO Huaying, YANG Yushan, ZHANG Guoqian, YU Hui, WANG Xiaohui, ZHANG Shuxu]
2025 4 [Abstract](10) [PDF:1528KB] (10)[]
Medical imaging physics
[435-442] An organoid segmentation method incorporating wavelet scattering and capsule network
[YANG Hongrui1, 2, 3, LI Gang4, CHEN Zexin5, ZHAI Yujia6, 7, XU Yingying1, 2, 3 ]
2025 4 [Abstract](5) [PDF:3634KB] (5)[]
[443-449] Construction of a nomogram prediction model for PD-L1 expression in non-small cell lungcancer using spectral CT parameters and clinical features
[ZHU Kaibo, DENG Liangna, WANG Haisheng, LIU Jianqiang, LUO Pan, ZHOU Junlin]
2025 4 [Abstract](6) [PDF:2603KB] (6)[]
[450-456] Application potential of adaptive window width and level algorithm in 3D vascularreconstruction from head and neck CT angiography
[ FANG Liping, ZHAO Hongbo, TAO Xiaofeng ]
2025 4 [Abstract](6) [PDF:2260KB] (6)[]
[457-465] CT metal artifact correction using conditional diffusion model
[ LIANG Peiwen, ZHENG Mengxun, TANG Long, ZHANG Hua ]
2025 4 [Abstract](7) [PDF:6078KB] (7)[]
[466-470] Diagnostic value of dynamic contrast-enhanced magnetic resonance imaging for axillary lymphnode metastasis in breast cancer patients with low HER-2 expression
[ ZHU Xue1, LI Keke1, LIU Ying2, MA Wenjuan3, DONG Hongwei2 ]
2025 4 [Abstract](6) [PDF:651KB] (6)[]
[471-478] One-stop multi-modality CT to assess collateral circulation and prognosis in acute ischemicstroke
[ LI Xuejiao, NIE Junyang, XIE Yicai, HUANG Junrong, SU Hongyan ]
2025 4 [Abstract](5) [PDF:1529KB] (5)[]
Medical signal processing and medical devices
[479-488] Non-contact physiological parameter detection method based on improved three-dimensionalconvolution network
[ XU Zhanyu, CHEN Zhaoxue ]
2025 4 [Abstract](11) [PDF:2036KB] (11)[]
[489-495] Automatic ECG diagnosis model based on bidirectional selective state space model
[ LIN Mingjun1, WEN Yaoqi1, ZHANG Xin1, HONG Yong1, CHEN Chaomin1, WU Yuliang2 ]
2025 4 [Abstract](7) [PDF:1356KB] (7)[]
[496-504] Automatic sleep staging method based on CNN-BiGRU and multi-head self-attentionmechanism
[ ZHANG Xiaoli1, 2, ZHANG Xizhen1, 2, LIN Dongmei3, CHEN Fuming2 ]
2025 4 [Abstract](4) [PDF:2039KB] (4)[]
[505-509] Resting electrocardiogram ST-T abnormality and stress hyperglycemia ratio are positivelycorrelated with short-term prognosis of acute left heart failure
[WANG Gongxu1, CHEN Liang1, LI Linhui2, CHEN Bao3 ]
2025 4 [Abstract](3) [PDF:653KB] (3)[]
Medical biophysics
[510-516] Simulation and comparative study of different modes of transcranial direct current stimulationintervention in stroke
[ LIU Mengmeng1, YU Hongli2 ]
2025 4 [Abstract](11) [PDF:1564KB] (11)[]
Biomechanics and materials
[517-524] Factors affecting the severity of driver’s upper extremity injury caused by airbag deployment innonstandard driving postures
[CUI Shihai1, 2, WANG Xiaolin1, 2, LI Haiyan1, 2, HE Lijuan1, 2, L?Wenle1, 2 ]
2025 4 [Abstract](10) [PDF:2422KB] (10)[]
Medical artificial intelligence
[534-541] Deep learning-based tongue image recognition for hypertension with phlegm-dampnessconstitution
[ ZHU Qianqian1, WANG Lan1, JIANG Nan1, DONG Changwu2 ]
2025 4 [Abstract](5) [PDF:1815KB] (5)[]
[542-549] Fracture detection in wrist X-ray image using an improved algorithm based on YOLOv8m
[ PENG Zhibo, CHEN Yong, CUI Yanrong ]
2025 4 [Abstract](10) [PDF:3783KB] (10)[]
[550-560] Construction and validation of machine learning-based prediction models for postoperativebleeding following endoscopic resection of gastric gastrointestinal stromal tumor
[LIU Luojie1, CHEN Jian1, GAO Fuli1, FENG Yunfu2, XU Xiaodan1 ]
2025 4 [Abstract](5) [PDF:3321KB] (5)[]
Medical biophysics
[525-533] Evaluation of diagnostic and prognostic relevance of genes related to trastuzumab resistance ingastric cancer based on machine learning
[ LIU Tao1, LI Tongtong1, YU Chunyan1, HUANG Yichu1, JIANG Lei2 ]
2025 4 [Abstract](8) [PDF:5799KB] (8)[]