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Total 793 results found since Jan 2013.
Effect of Acupuncture and Rehabilitation Therapy on the Recovery of Neurological Function and Prognosis of Stroke Patients
CONCLUSION: Acupuncture of traditional Chinese medicine combined with rehabilitation therapy has outstanding effects in stroke treatment and can effectively improve the neurological function, prognosis, and quality of life of patients, which is worthy of clinical promotion.PMID:35242206 | PMC:PMC8888046 | DOI:10.1155/2022/4581248
Source: Computational and Mathematical Methods in Medicine - March 4, 2022 Category: Statistics Authors: Lanping Fu Fei Wang Zhiyi Ma Jin Zhang Wuzhong Xiong Le Wang Source Type: research
Effect of Hand Intensive Training on Upper Limb Function of Stroke Patients with Hemiplegia
CONCLUSION: Strengthening hand intensive training can further improve the upper limb motor function of stroke patients with hemiplegia, reduce the severity of hemiplegia, and improve the recovery effect of stroke patients. It is worthy of clinical promotion and application.PMID:35371277 | PMC:PMC8975671 | DOI:10.1155/2022/6844680
Source: Computational and Mathematical Methods in Medicine - April 4, 2022 Category: Statistics Authors: Xiaoxia Gou Xian Zhang Xiaxia Zheng Yaozhong Zhang Hongxiang Ma Source Type: research
Deep Transfer Learning for Automatic Prediction of Hemorrhagic Stroke on CT Images
In this study, we propose an automated transfer deep learning method that combines ResNet-50 and dense layer for accurate prediction of intracranial hemorrhage on NCCT brain images. A total of 1164 NCCT brain images were collected from 62 patients with hemorrhagic stroke from Kalinga Institute of Medical Science, Bhubaneswar and used for evaluating the model. The proposed model takes individual CT images as input and classifies them as hemorrhagic or normal. This deep transfer learning approach reached 99.6% accuracy, 99.7% specificity, and 99.4% sensitivity which are better results than that of ResNet-50 only. It is evide...
Source: Computational and Mathematical Methods in Medicine - April 26, 2022 Category: Statistics Authors: B Nageswara Rao Sudhansu Mohanty Kamal Sen U Rajendra Acharya Kang Hao Cheong Sukanta Sabut Source Type: research
Object-Specific Four-Path Network for Stroke Risk Stratification of Carotid Arteries in Ultrasound Images
In this study, we propose an object-specific four-path network (OSFP-Net) for stroke risk assessment by integrating ultrasound carotid plaques in both transverse and longitudinal sections of the bilateral carotid arteries. Each path of the OSFP-Net comprises of a feature extraction subnetwork (FE) and a feature downsampling subnetwork (FD). The FEs in the four paths use the same network structure to automatically extract features from ultrasound images of carotid plaques. The FDs use different object-specific pooling strategies for feature downsampling based on the observation that the sizes and shapes in the feature maps ...
Source: Computational and Mathematical Methods in Medicine - May 5, 2022 Category: Statistics Authors: Wei Ma Yujiao Xia Xiaoyan Wu Zheng Yue Xinyao Cheng Aaron Fenster Mingyue Ding Source Type: research
Clinical Value of the Prognostic Nutrition Index in the Assessment of Prognosis in Critically Ill Patients with Stroke: A Retrospective Analysis
CONCLUSIONS: The PNI was an independent predicting factor of 30-day, 90-day, and 1-year mortality of the critically ill patients with stroke. In addition, there was a U-shaped relationship between PNI and all-cause mortality of stroke patients. PNI was a risk factor for the outcome of stroke when PNI was >49.4, while PNI was a protective factor for outcome of stroke when PNI was <49.4.PMID:35586667 | PMC:PMC9110188 | DOI:10.1155/2022/4889920
Source: Computational and Mathematical Methods in Medicine - May 19, 2022 Category: Statistics Authors: Yang Liu Xiaobin Yang Sultan Kadasah Chaosheng Peng Source Type: research
Effect of Optimized Emergency Care on Treatment Rate and Prognosis of Elderly Patients with Acute Stroke in Emergency Department: A Systematic Review and Meta-Analysis
CONCLUSION: Optimizing the emergency care process can effectively improve the emergency rate and prognosis of elderly patients with acute stroke in emergency department; however, further research with higher methodological quality and longer intervention time are needed to verify later.PMID:35928978 | PMC:PMC9345692 | DOI:10.1155/2022/5841978
Source: Computational and Mathematical Methods in Medicine - August 5, 2022 Category: Statistics Authors: Xia Liang Yanhong Yu Source Type: research
The Impact of Standardized Health Education in Patients with Ischemic Stroke on Patient Management Satisfaction and Quality of Clinical Management Services
CONCLUSION: The application of standardized health education in patients with ischemic stroke has certain clinical value.PMID:36118830 | PMC:PMC9473899 | DOI:10.1155/2022/5698400
Source: Computational and Mathematical Methods in Medicine - September 19, 2022 Category: Statistics Authors: Jing Chen Lin Xiang Source Type: research
Recognition of the Possible miRNA-mRNA Controlling Network in Stroke by Bioinformatics Examination
CONCLUSION: In summary, our research first constructs the miRNA-mRNA network in stroke, which probably renders an awakening purview into the pathogenesis and cure of stroke.PMID:34938355 | PMC:PMC8687781 | DOI:10.1155/2021/6745282
Source: Computational and Mathematical Methods in Medicine - December 23, 2021 Category: Statistics Authors: Wei Li Jian Li Yong Yang Source Type: research
Medical Data Acquisition and Internet of Things Technology-Based Cerebral Stroke Disease Prevention and Rehabilitation Nursing Mobile Medical Management System
In this study, on the basis of radio frequency identification (RFID) technology, the signals collected by the sensor were filtered by the optimized median filtering algorithm, and a rehabilitation nursing evaluation model was established based on the backpropagation (BP) neural network. The performance of the medical management system was verified in 32 rehabilitation patients with hemiplegia after stroke and 6 healthy medical staff in the rehabilitation medical center of the hospital. The results showed that the mean square error (MSE) and peak signal-to-noise ratio (PSNR) of the median filtering algorithm after optimizat...
Source: Computational and Mathematical Methods in Medicine - February 7, 2022 Category: Statistics Authors: Yunna Song Wenjing Zhang Qingjiang Li Wenhui Ma Source Type: research
