中国医疗器械杂志最新文献_第9页

[Research on Evaluation System of Medical Imaging Equipment Dynamic Acquisition Technology Based on Multiple Criteria Decision Analysis]. 基于多准则决策分析的医学影像设备动态采集技术评价体系研究

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240071

Chengchen Chu, Wei Jin, Ruiyao Jiang

{"title":"[Research on Evaluation System of Medical Imaging Equipment Dynamic Acquisition Technology Based on Multiple Criteria Decision Analysis].","authors":"Chengchen Chu, Wei Jin, Ruiyao Jiang","doi":"10.12455/j.issn.1671-7104.240071","DOIUrl":"https://doi.org/10.12455/j.issn.1671-7104.240071","url":null,"abstract":"Objective: To construct an evaluation model system for dynamic data acquisition methods of medical imaging equipment in hospitals. The analytic hierarchy process (AHP) of the multiple criteria decision analysis method is used to study the model.Methods: Through multi-criteria decision analysis, the evaluation index system of dynamic data acquisition technology of medical imaging equipment is constructed from aspects such as the reliability and traceability of data acquisition, the interactivity of the acquisition mode, and the extensibility of application analysis.Results: A hierarchical evaluation model of dynamic acquisition technology for medical imaging equipment is constructed, which includes 5 primary indexes, 14 secondary indexes, and 38 tertiary indexes.Conclusion: We have constructed a qualitative and quantitative evaluation index for the dynamic acquisition technology of medical imaging equipment. The weight of the quantitative index \"reliability\" is 30%, and the weights of the qualitative indexes \"security\", \"traceability\", \"interactivity\", and \"scalability\" are 25%, 20%, 15%, and 10% respectively. It can be used to study the methods and technical characteristics of three kinds of dynamic data acquisition of medical equipment and form a technical evaluation scheme for dynamic data acquisition.","PeriodicalId":52535,"journal":{"name":"中国医疗器械杂志","volume":"48 6","pages":"652-657"},"PeriodicalIF":0.0,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142787755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

[Research Progress on Medical Imaging and New Ultrasound Techniques for Assessing the Degree of Carotid Artery Stenosis]. 颈动脉狭窄程度的医学影像学及超声新技术研究进展

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240137

Yigang Du, Shengli Wang, Zhaoling Lu, Yanbo Liu, Yuexin Guo, Xing An, Shuangshuang Li, Lei Zhu

引用次数: 0

[Analysis and Perspectives of MRI-Guided Proton Therapy Integrated Technology]. 磁共振引导质子治疗综合技术分析与展望

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240110

Xiaowa Wang, Lan Wang, Weiming Sun

引用次数: 0

[Performance Evaluation Methods and Suggestions for High-Voltage Generator and Tube of DR System]. [DR系统高压发电机及管的性能评价方法及建议]。

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240066

Hairong Zou

引用次数: 0

[In Vitro Hydrodynamic Performance Evaluation of Valve Repair System]. [阀门修复系统的体外水动力性能评价]。

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240172

Liang Cai, Yibin Li, Shiwen Lyu

引用次数: 0

[Clinical Application and Clinical Evaluation Concerns of Embolization Microspheres]. 【栓塞微球的临床应用及临床评价问题】。

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240205

Jing Liu, Jiaying Guo

引用次数: 0

[Intestinal Polyp Segmentation Based on Histogram Equalization ResNet (PE-ResNet)]. 基于直方图均衡化ResNet （PE-ResNet）的肠息肉分割[j]。

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240235

Yukun An, Biao Zhang, Ming Yang, Qiyong Lin, Ping Zhou

引用次数: 0

[Treatment Couch Path Planning for Proton Therapy Systems]. [质子治疗系统的治疗通道规划]。

中国医疗器械杂志 Pub Date : 2024-11-30 DOI: 10.12455/j.issn.1671-7104.240122

Rong Xie, Jianchun Deng, Hai Ma, Zhiyong Yang

引用次数: 0

[Design of a Conformal Ablation System Based on Independent Control of Radiofrequency Electrode Arrays]. [基于射频电极阵列独立控制的共形消融系统设计]。

中国医疗器械杂志 Pub Date : 2024-09-30 DOI: 10.12455/j.issn.1671-7104.240171

Jincheng Zou, Aili Zhang

引用次数: 0

[Bowel Sounds Detection Method Based on ResNet-BiLSTM and Attention Mechanism]. [基于 ResNet-BiLSTM 和注意力机制的肠鸣音检测方法]。

中国医疗器械杂志 Pub Date : 2024-09-30 DOI: 10.12455/j.issn.1671-7104.240043

Yali Hao, Xianrong Wan, Congqing Jiang, Xianghai Ren, Xiaoming Zhang, Xiang Zhai

{"title":"[Bowel Sounds Detection Method Based on ResNet-BiLSTM and Attention Mechanism].","authors":"Yali Hao, Xianrong Wan, Congqing Jiang, Xianghai Ren, Xiaoming Zhang, Xiang Zhai","doi":"10.12455/j.issn.1671-7104.240043","DOIUrl":"https://doi.org/10.12455/j.issn.1671-7104.240043","url":null,"abstract":"Bowel sounds can reflect the movement and health status of the gastrointestinal tract. However, the traditional manual auscultation method has subjective deviation and is time-consuming and labor-intensive. In order to better assist doctors in diagnosing bowel sounds and improve the reliability and efficiency of bowel sound detection, this study proposed a deep neural network model that combines a residual neural network (ResNet), a bidirectional long short-term memory network (BiLSTM), and an attention mechanism. Firstly, a large number of labeled clinical data was collected using the self-developed multi-channel bowel sound acquisition system, and the multi-scale wavelet decomposition and reconstruction method was used to preprocess the bowel sounds. Then, log Mel spectrogram features were extracted and sent to the network for training. Finally, the performance and effectiveness of the model were evaluated and verified by 10-fold cross-validation and an ablation experiment. The experimental results showed that the precision, recall, and F 1 score of the model reached 83%, 76%, and 79%, respectively, and it could effectively detect bowel sound segments and locate their start and end times, performing better than previous algorithms. This algorithm can not only provide auxiliary information for doctors in clinical practice but also offer technical support for further analysis and research of bowel sounds.","PeriodicalId":52535,"journal":{"name":"中国医疗器械杂志","volume":"48 5","pages":"498-504"},"PeriodicalIF":0.0,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142512728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0