Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics最新文献

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The Usage of Extracorporeal Shock Wave Therapy in Rehabilitation Medicine 体外冲击波治疗在康复医学中的应用
Haoran Fan
{"title":"The Usage of Extracorporeal Shock Wave Therapy in Rehabilitation Medicine","authors":"Haoran Fan","doi":"10.1145/3449258.3449266","DOIUrl":"https://doi.org/10.1145/3449258.3449266","url":null,"abstract":"Since its first appearance in the 1980s, extracorporeal shock wave therapy (ESWT) has expanded beyond the treatment of gallbladder stone. As a novel treatment in the field of rehabilitation, ESWT stands out because while being non-invasive, it is also comparable to traditional treatments in areas such as orthopedic rehabilitation, cardiac rehabilitation and spasm relief. The goal of ESWT is to stimulate healing of the target tissue itself by improving circulation, reducing inflammation and relieving pain. Although its biological mechanism is not fully understood, ESWT have shown potential beyond one's expectation out of a physical therapy device and will be applicable to more areas in the future. This article took a look at the utilization of ESWT in physical therapy and some of its recent advancement.","PeriodicalId":278216,"journal":{"name":"Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122671438","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: 1
Research on EEG Signal Recognition Method Based on Whale Algorithm Optimized Support Vector Machine 基于Whale算法优化支持向量机的脑电信号识别方法研究
Shan Guan, Daquan He, Jilong Wang
{"title":"Research on EEG Signal Recognition Method Based on Whale Algorithm Optimized Support Vector Machine","authors":"Shan Guan, Daquan He, Jilong Wang","doi":"10.1145/3449258.3449259","DOIUrl":"https://doi.org/10.1145/3449258.3449259","url":null,"abstract":"Aiming at the low recognition and classification of motor imagery EEG signals, a pattern recognition method based on support vector machine (SVM) optimized by whale algorithm is proposed. Firstly, band-pass filter is used to preprocess the original signal. Secondly, the eigenvectors are extracted by empirical mode decomposition (EMD) - common space pattern (CSP). Finally, the kernel function parameters and penalty factors of SVM were optimized, and the motor imagery EEG signal recognition model was established to classify the grasping, elbow bending and wrist bending actions. Compared with other classification methods such as grid search optimization SVM, k-nearest neighbor and BP neural network, the results show that the recognition accuracy of the proposed method is higher, which proves that the algorithm can effectively visualize the EEG features of motor imagery.","PeriodicalId":278216,"journal":{"name":"Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131948420","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
Analysis of the Cerebral Palsy And Subsequent Treatment on Patients 脑瘫患者的分析及后续治疗
Huangruowen Zhang
{"title":"Analysis of the Cerebral Palsy And Subsequent Treatment on Patients","authors":"Huangruowen Zhang","doi":"10.1145/3449258.3449264","DOIUrl":"https://doi.org/10.1145/3449258.3449264","url":null,"abstract":"Cerebral palsy is a group of disorders that affect movement and muscle tone or posture. This is caused by damage to the developing brain before birth. The CP will influence patients’ body function and all of the patients are children. This paper mainly discusses the overview of cerebral palsy and the reasons for the formation of cerebral palsy in different stages of patients and lists the general clinical symptoms of cerebral palsy patients, as well as a brief statement and analysis of common clinical symptoms. After listing some common treatment methods, it was found that the application of stem cells was not used in the operation of cerebral palsy treatment. Therefore, personal opinions on stem cell therapy were presented and a brief analysis was carried out. After combining the data, it is found that this idea is feasible, but it has not been practiced a lot and cannot be used as a therapeutic method in clinical surgery. The following article also briefly describes how to use the electronic chip to treat nerve injury in the brain. But the method is still in the experimental stage and has not been proven to be clinically useful.","PeriodicalId":278216,"journal":{"name":"Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116387333","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
Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics 2020年第四届计算生物学与生物信息学国际会议论文集
{"title":"Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics","authors":"","doi":"10.1145/3449258","DOIUrl":"https://doi.org/10.1145/3449258","url":null,"abstract":"","PeriodicalId":278216,"journal":{"name":"Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132744924","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
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